{
  "generated_at": "2026-05-21",
  "scenarios": {
    "science_2024": {
      "id": "science_2024",
      "label": "Science 2024",
      "description": "Originale Eloundou-basierte Dashboard-Scores",
      "very_high_8_10": 3,
      "medium_5_7": 39,
      "low_0_4": 44,
      "weighted_score": 3.93,
      "top_10_deltas": [
        {
          "slug": "softwareentwickler-in",
          "occupation": "Softwareentwickler/-in",
          "score_2024": 9,
          "scenario_score": 9,
          "delta": 0
        },
        {
          "slug": "marketingfachmann-frau",
          "occupation": "Marketingfachmann/-frau",
          "score_2024": 8,
          "scenario_score": 8,
          "delta": 0
        },
        {
          "slug": "uebersetzer-dolmetscher",
          "occupation": "Übersetzer/-in & Dolmetscher/-in",
          "score_2024": 8,
          "scenario_score": 8,
          "delta": 0
        },
        {
          "slug": "cybersecurity",
          "occupation": "Cybersecurity-Spezialist/-in",
          "score_2024": 7,
          "scenario_score": 7,
          "delta": 0
        },
        {
          "slug": "data-scientist",
          "occupation": "Data Scientist",
          "score_2024": 7,
          "scenario_score": 7,
          "delta": 0
        },
        {
          "slug": "ki-ingenieur",
          "occupation": "KI-Ingenieur/-in",
          "score_2024": 7,
          "scenario_score": 7,
          "delta": 0
        },
        {
          "slug": "sysadmin",
          "occupation": "Systemadministrator/-in",
          "score_2024": 7,
          "scenario_score": 7,
          "delta": 0
        },
        {
          "slug": "unternehmensberater-management-consultant",
          "occupation": "Unternehmensberater/-in / Management Consultant",
          "score_2024": 7,
          "scenario_score": 7,
          "delta": 0
        },
        {
          "slug": "buchhalter-in",
          "occupation": "Buchhalter/-in",
          "score_2024": 6,
          "scenario_score": 6,
          "delta": 0
        },
        {
          "slug": "controller-in",
          "occupation": "Controller/-in",
          "score_2024": 6,
          "scenario_score": 6,
          "delta": 0
        }
      ],
      "top_10_uncertainty": [
        {
          "slug": "ux-designer",
          "occupation": "UX Designer/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "fotograf-in",
          "occupation": "Fotograf/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "cutter-in",
          "occupation": "Cutter/-in (Video/Film)",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "hr-fachmann",
          "occupation": "HR-Fachmann/-frau",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "zollbeamter",
          "occupation": "Zollbeamte/r",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 5,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben"
          ]
        },
        {
          "slug": "grafiker-in",
          "occupation": "Grafiker/-in",
          "confidence": "low",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Originalscore hat Scope-Hinweis",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "buchhalter-in",
          "occupation": "Buchhalter/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "steuerberater-in",
          "occupation": "Steuerberater/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "jurist-in",
          "occupation": "Jurist/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 6,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Unklare Schweizer Berufszuordnung",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "data-scientist",
          "occupation": "Data Scientist",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 8,
          "max_scenario_score": 10,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        }
      ]
    },
    "technical_base_2026": {
      "id": "technical_base_2026",
      "label": "Heute 2026 technisch",
      "description": "Plausibles Basisszenario ohne Adoption; nicht als defensives Szenario zu lesen",
      "very_high_8_10": 27,
      "medium_5_7": 26,
      "low_0_4": 33,
      "weighted_score": 5.39,
      "top_10_deltas": [
        {
          "slug": "grafiker-in",
          "occupation": "Grafiker/-in",
          "score_2024": 5,
          "scenario_score": 9,
          "delta": 4
        },
        {
          "slug": "fotograf-in",
          "occupation": "Fotograf/-in",
          "score_2024": 4,
          "scenario_score": 8,
          "delta": 4
        },
        {
          "slug": "journalist-in",
          "occupation": "Journalist/-in",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "pr-fachmann",
          "occupation": "PR-Fachmann/-frau",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "sachbearbeiter-verwaltung",
          "occupation": "Sachbearbeiter/-in (Verwaltung)",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "sekretaer-in",
          "occupation": "Sekretär/-in",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "cutter-in",
          "occupation": "Cutter/-in (Video/Film)",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        },
        {
          "slug": "hr-fachmann",
          "occupation": "HR-Fachmann/-frau",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        },
        {
          "slug": "it-projektleiter",
          "occupation": "IT-Projektleiter/-in",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        },
        {
          "slug": "key-account-manager",
          "occupation": "Key Account Manager/-in",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        }
      ],
      "top_10_uncertainty": [
        {
          "slug": "ux-designer",
          "occupation": "UX Designer/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "fotograf-in",
          "occupation": "Fotograf/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "cutter-in",
          "occupation": "Cutter/-in (Video/Film)",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "hr-fachmann",
          "occupation": "HR-Fachmann/-frau",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "zollbeamter",
          "occupation": "Zollbeamte/r",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 5,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben"
          ]
        },
        {
          "slug": "grafiker-in",
          "occupation": "Grafiker/-in",
          "confidence": "low",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Originalscore hat Scope-Hinweis",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "buchhalter-in",
          "occupation": "Buchhalter/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "steuerberater-in",
          "occupation": "Steuerberater/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "jurist-in",
          "occupation": "Jurist/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 6,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Unklare Schweizer Berufszuordnung",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "data-scientist",
          "occupation": "Data Scientist",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 8,
          "max_scenario_score": 10,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        }
      ]
    },
    "adoption_adjusted_base_2026": {
      "id": "adoption_adjusted_base_2026",
      "label": "Heute 2026 adoptionsgewichtet",
      "description": "Technische Exposition plus separater Adoptionaufschlag",
      "very_high_8_10": 30,
      "medium_5_7": 23,
      "low_0_4": 33,
      "weighted_score": 5.61,
      "top_10_deltas": [
        {
          "slug": "cutter-in",
          "occupation": "Cutter/-in (Video/Film)",
          "score_2024": 5,
          "scenario_score": 9,
          "delta": 4
        },
        {
          "slug": "grafiker-in",
          "occupation": "Grafiker/-in",
          "score_2024": 5,
          "scenario_score": 9,
          "delta": 4
        },
        {
          "slug": "hr-fachmann",
          "occupation": "HR-Fachmann/-frau",
          "score_2024": 5,
          "scenario_score": 9,
          "delta": 4
        },
        {
          "slug": "fotograf-in",
          "occupation": "Fotograf/-in",
          "score_2024": 4,
          "scenario_score": 8,
          "delta": 4
        },
        {
          "slug": "buchhalter-in",
          "occupation": "Buchhalter/-in",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "journalist-in",
          "occupation": "Journalist/-in",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "pr-fachmann",
          "occupation": "PR-Fachmann/-frau",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "sachbearbeiter-verwaltung",
          "occupation": "Sachbearbeiter/-in (Verwaltung)",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "sekretaer-in",
          "occupation": "Sekretär/-in",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "aussendienst-b2b-verkaufsberater",
          "occupation": "Aussendienstmitarbeiter/-in B2B / Verkaufsberater/-in",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        }
      ],
      "top_10_uncertainty": [
        {
          "slug": "ux-designer",
          "occupation": "UX Designer/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "fotograf-in",
          "occupation": "Fotograf/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "cutter-in",
          "occupation": "Cutter/-in (Video/Film)",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "hr-fachmann",
          "occupation": "HR-Fachmann/-frau",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "zollbeamter",
          "occupation": "Zollbeamte/r",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 5,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben"
          ]
        },
        {
          "slug": "grafiker-in",
          "occupation": "Grafiker/-in",
          "confidence": "low",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Originalscore hat Scope-Hinweis",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "buchhalter-in",
          "occupation": "Buchhalter/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "steuerberater-in",
          "occupation": "Steuerberater/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "jurist-in",
          "occupation": "Jurist/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 6,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Unklare Schweizer Berufszuordnung",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "data-scientist",
          "occupation": "Data Scientist",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 8,
          "max_scenario_score": 10,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        }
      ]
    },
    "no_role_overrides": {
      "id": "no_role_overrides",
      "label": "Ohne Berufs-Overrides",
      "description": "Technische Modifikatoren ohne berufsspezifische Overrides",
      "very_high_8_10": 25,
      "medium_5_7": 28,
      "low_0_4": 33,
      "weighted_score": 5.36,
      "top_10_deltas": [
        {
          "slug": "journalist-in",
          "occupation": "Journalist/-in",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "pr-fachmann",
          "occupation": "PR-Fachmann/-frau",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "sachbearbeiter-verwaltung",
          "occupation": "Sachbearbeiter/-in (Verwaltung)",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "sekretaer-in",
          "occupation": "Sekretär/-in",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "cutter-in",
          "occupation": "Cutter/-in (Video/Film)",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        },
        {
          "slug": "grafiker-in",
          "occupation": "Grafiker/-in",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        },
        {
          "slug": "hr-fachmann",
          "occupation": "HR-Fachmann/-frau",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        },
        {
          "slug": "it-projektleiter",
          "occupation": "IT-Projektleiter/-in",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        },
        {
          "slug": "key-account-manager",
          "occupation": "Key Account Manager/-in",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        },
        {
          "slug": "fotograf-in",
          "occupation": "Fotograf/-in",
          "score_2024": 4,
          "scenario_score": 7,
          "delta": 3
        }
      ],
      "top_10_uncertainty": [
        {
          "slug": "ux-designer",
          "occupation": "UX Designer/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "fotograf-in",
          "occupation": "Fotograf/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "cutter-in",
          "occupation": "Cutter/-in (Video/Film)",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "hr-fachmann",
          "occupation": "HR-Fachmann/-frau",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "zollbeamter",
          "occupation": "Zollbeamte/r",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 5,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben"
          ]
        },
        {
          "slug": "grafiker-in",
          "occupation": "Grafiker/-in",
          "confidence": "low",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Originalscore hat Scope-Hinweis",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "buchhalter-in",
          "occupation": "Buchhalter/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "steuerberater-in",
          "occupation": "Steuerberater/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "jurist-in",
          "occupation": "Jurist/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 6,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Unklare Schweizer Berufszuordnung",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "data-scientist",
          "occupation": "Data Scientist",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 8,
          "max_scenario_score": 10,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        }
      ]
    },
    "half_modifiers": {
      "id": "half_modifiers",
      "label": "Halbierte Modifikatoren",
      "description": "Konservativere technische Fortschrittsannahmen",
      "very_high_8_10": 11,
      "medium_5_7": 40,
      "low_0_4": 35,
      "weighted_score": 4.71,
      "top_10_deltas": [
        {
          "slug": "sysadmin",
          "occupation": "Systemadministrator/-in",
          "score_2024": 7,
          "scenario_score": 9,
          "delta": 2
        },
        {
          "slug": "journalist-in",
          "occupation": "Journalist/-in",
          "score_2024": 6,
          "scenario_score": 8,
          "delta": 2
        },
        {
          "slug": "sachbearbeiter-verwaltung",
          "occupation": "Sachbearbeiter/-in (Verwaltung)",
          "score_2024": 6,
          "scenario_score": 8,
          "delta": 2
        },
        {
          "slug": "sekretaer-in",
          "occupation": "Sekretär/-in",
          "score_2024": 6,
          "scenario_score": 8,
          "delta": 2
        },
        {
          "slug": "grafiker-in",
          "occupation": "Grafiker/-in",
          "score_2024": 5,
          "scenario_score": 7,
          "delta": 2
        },
        {
          "slug": "fotograf-in",
          "occupation": "Fotograf/-in",
          "score_2024": 4,
          "scenario_score": 6,
          "delta": 2
        },
        {
          "slug": "jurist-in",
          "occupation": "Jurist/-in",
          "score_2024": 4,
          "scenario_score": 6,
          "delta": 2
        },
        {
          "slug": "uebersetzer-dolmetscher",
          "occupation": "Übersetzer/-in & Dolmetscher/-in",
          "score_2024": 8,
          "scenario_score": 9,
          "delta": 1
        },
        {
          "slug": "cybersecurity",
          "occupation": "Cybersecurity-Spezialist/-in",
          "score_2024": 7,
          "scenario_score": 8,
          "delta": 1
        },
        {
          "slug": "data-scientist",
          "occupation": "Data Scientist",
          "score_2024": 7,
          "scenario_score": 8,
          "delta": 1
        }
      ],
      "top_10_uncertainty": [
        {
          "slug": "ux-designer",
          "occupation": "UX Designer/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "fotograf-in",
          "occupation": "Fotograf/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "cutter-in",
          "occupation": "Cutter/-in (Video/Film)",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "hr-fachmann",
          "occupation": "HR-Fachmann/-frau",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "zollbeamter",
          "occupation": "Zollbeamte/r",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 5,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben"
          ]
        },
        {
          "slug": "grafiker-in",
          "occupation": "Grafiker/-in",
          "confidence": "low",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Originalscore hat Scope-Hinweis",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "buchhalter-in",
          "occupation": "Buchhalter/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "steuerberater-in",
          "occupation": "Steuerberater/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "jurist-in",
          "occupation": "Jurist/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 6,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Unklare Schweizer Berufszuordnung",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "data-scientist",
          "occupation": "Data Scientist",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 8,
          "max_scenario_score": 10,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        }
      ]
    },
    "aggressive_modifiers": {
      "id": "aggressive_modifiers",
      "label": "Aggressivere Modifikatoren",
      "description": "Hoehere technische Fortschrittsannahmen bei gleichen Caps",
      "very_high_8_10": 33,
      "medium_5_7": 22,
      "low_0_4": 31,
      "weighted_score": 5.69,
      "top_10_deltas": [
        {
          "slug": "fotograf-in",
          "occupation": "Fotograf/-in",
          "score_2024": 4,
          "scenario_score": 9,
          "delta": 5
        },
        {
          "slug": "cutter-in",
          "occupation": "Cutter/-in (Video/Film)",
          "score_2024": 5,
          "scenario_score": 9,
          "delta": 4
        },
        {
          "slug": "grafiker-in",
          "occupation": "Grafiker/-in",
          "score_2024": 5,
          "scenario_score": 9,
          "delta": 4
        },
        {
          "slug": "hr-fachmann",
          "occupation": "HR-Fachmann/-frau",
          "score_2024": 5,
          "scenario_score": 9,
          "delta": 4
        },
        {
          "slug": "ux-designer",
          "occupation": "UX Designer/-in",
          "score_2024": 5,
          "scenario_score": 9,
          "delta": 4
        },
        {
          "slug": "jurist-in",
          "occupation": "Jurist/-in",
          "score_2024": 4,
          "scenario_score": 8,
          "delta": 4
        },
        {
          "slug": "zollbeamter",
          "occupation": "Zollbeamte/r",
          "score_2024": 4,
          "scenario_score": 8,
          "delta": 4
        },
        {
          "slug": "buchhalter-in",
          "occupation": "Buchhalter/-in",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "controller-in",
          "occupation": "Controller/-in",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "journalist-in",
          "occupation": "Journalist/-in",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        }
      ],
      "top_10_uncertainty": [
        {
          "slug": "ux-designer",
          "occupation": "UX Designer/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "fotograf-in",
          "occupation": "Fotograf/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "cutter-in",
          "occupation": "Cutter/-in (Video/Film)",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "hr-fachmann",
          "occupation": "HR-Fachmann/-frau",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "zollbeamter",
          "occupation": "Zollbeamte/r",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 5,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben"
          ]
        },
        {
          "slug": "grafiker-in",
          "occupation": "Grafiker/-in",
          "confidence": "low",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Originalscore hat Scope-Hinweis",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "buchhalter-in",
          "occupation": "Buchhalter/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "steuerberater-in",
          "occupation": "Steuerberater/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "jurist-in",
          "occupation": "Jurist/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 6,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Unklare Schweizer Berufszuordnung",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "data-scientist",
          "occupation": "Data Scientist",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 8,
          "max_scenario_score": 10,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        }
      ]
    },
    "no_caps": {
      "id": "no_caps",
      "label": "Ohne Caps",
      "description": "Technisches Basisszenario ohne berufsfeldspezifische Obergrenzen",
      "very_high_8_10": 27,
      "medium_5_7": 26,
      "low_0_4": 33,
      "weighted_score": 5.54,
      "top_10_deltas": [
        {
          "slug": "journalist-in",
          "occupation": "Journalist/-in",
          "score_2024": 6,
          "scenario_score": 10,
          "delta": 4
        },
        {
          "slug": "sekretaer-in",
          "occupation": "Sekretär/-in",
          "score_2024": 6,
          "scenario_score": 10,
          "delta": 4
        },
        {
          "slug": "grafiker-in",
          "occupation": "Grafiker/-in",
          "score_2024": 5,
          "scenario_score": 9,
          "delta": 4
        },
        {
          "slug": "fotograf-in",
          "occupation": "Fotograf/-in",
          "score_2024": 4,
          "scenario_score": 8,
          "delta": 4
        },
        {
          "slug": "data-scientist",
          "occupation": "Data Scientist",
          "score_2024": 7,
          "scenario_score": 10,
          "delta": 3
        },
        {
          "slug": "ki-ingenieur",
          "occupation": "KI-Ingenieur/-in",
          "score_2024": 7,
          "scenario_score": 10,
          "delta": 3
        },
        {
          "slug": "sysadmin",
          "occupation": "Systemadministrator/-in",
          "score_2024": 7,
          "scenario_score": 10,
          "delta": 3
        },
        {
          "slug": "pr-fachmann",
          "occupation": "PR-Fachmann/-frau",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "sachbearbeiter-verwaltung",
          "occupation": "Sachbearbeiter/-in (Verwaltung)",
          "score_2024": 6,
          "scenario_score": 9,
          "delta": 3
        },
        {
          "slug": "cutter-in",
          "occupation": "Cutter/-in (Video/Film)",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        }
      ],
      "top_10_uncertainty": [
        {
          "slug": "ux-designer",
          "occupation": "UX Designer/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "fotograf-in",
          "occupation": "Fotograf/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "cutter-in",
          "occupation": "Cutter/-in (Video/Film)",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "hr-fachmann",
          "occupation": "HR-Fachmann/-frau",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "zollbeamter",
          "occupation": "Zollbeamte/r",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 5,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben"
          ]
        },
        {
          "slug": "grafiker-in",
          "occupation": "Grafiker/-in",
          "confidence": "low",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Originalscore hat Scope-Hinweis",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "buchhalter-in",
          "occupation": "Buchhalter/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "steuerberater-in",
          "occupation": "Steuerberater/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "jurist-in",
          "occupation": "Jurist/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 6,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Unklare Schweizer Berufszuordnung",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "data-scientist",
          "occupation": "Data Scientist",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 8,
          "max_scenario_score": 10,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        }
      ]
    },
    "strict_caps": {
      "id": "strict_caps",
      "label": "Strengere Caps",
      "description": "Technisches Basisszenario mit um einen Scorepunkt strengeren Caps",
      "very_high_8_10": 23,
      "medium_5_7": 30,
      "low_0_4": 33,
      "weighted_score": 5.24,
      "top_10_deltas": [
        {
          "slug": "fotograf-in",
          "occupation": "Fotograf/-in",
          "score_2024": 4,
          "scenario_score": 8,
          "delta": 4
        },
        {
          "slug": "cutter-in",
          "occupation": "Cutter/-in (Video/Film)",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        },
        {
          "slug": "grafiker-in",
          "occupation": "Grafiker/-in",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        },
        {
          "slug": "hr-fachmann",
          "occupation": "HR-Fachmann/-frau",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        },
        {
          "slug": "it-projektleiter",
          "occupation": "IT-Projektleiter/-in",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        },
        {
          "slug": "ux-designer",
          "occupation": "UX Designer/-in",
          "score_2024": 5,
          "scenario_score": 8,
          "delta": 3
        },
        {
          "slug": "jurist-in",
          "occupation": "Jurist/-in",
          "score_2024": 4,
          "scenario_score": 7,
          "delta": 3
        },
        {
          "slug": "zollbeamter",
          "occupation": "Zollbeamte/r",
          "score_2024": 4,
          "scenario_score": 7,
          "delta": 3
        },
        {
          "slug": "buchhalter-in",
          "occupation": "Buchhalter/-in",
          "score_2024": 6,
          "scenario_score": 8,
          "delta": 2
        },
        {
          "slug": "controller-in",
          "occupation": "Controller/-in",
          "score_2024": 6,
          "scenario_score": 8,
          "delta": 2
        }
      ],
      "top_10_uncertainty": [
        {
          "slug": "ux-designer",
          "occupation": "UX Designer/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "fotograf-in",
          "occupation": "Fotograf/-in",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "cutter-in",
          "occupation": "Cutter/-in (Video/Film)",
          "confidence": "medium",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "hr-fachmann",
          "occupation": "HR-Fachmann/-frau",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 6,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "zollbeamter",
          "occupation": "Zollbeamte/r",
          "confidence": "high",
          "scenario_score_range": 3,
          "min_scenario_score": 5,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Viele standardisierte digitale Dokumenten- und Prozessaufgaben"
          ]
        },
        {
          "slug": "grafiker-in",
          "occupation": "Grafiker/-in",
          "confidence": "low",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Starke Variation nach Auftrag, Rechten und Organisation",
            "Originalscore hat Scope-Hinweis",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "buchhalter-in",
          "occupation": "Buchhalter/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "steuerberater-in",
          "occupation": "Steuerberater/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 7,
          "max_scenario_score": 9,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "jurist-in",
          "occupation": "Jurist/-in",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 6,
          "max_scenario_score": 8,
          "uncertainty_reason": [
            "Hohe regulatorische Verantwortung",
            "Datenzugang und Auditierbarkeit entscheidend",
            "Unklare Schweizer Berufszuordnung",
            "Berufsspezifischer Override sensitiv"
          ]
        },
        {
          "slug": "data-scientist",
          "occupation": "Data Scientist",
          "confidence": "medium",
          "scenario_score_range": 2,
          "min_scenario_score": 8,
          "max_scenario_score": 10,
          "uncertainty_reason": [
            "Klar digitales Text-, Code- und Toolprofil",
            "Schweizer Rollen enthalten oft mehr Architektur, Testing, Stakeholder-Interaktion und regulatorische Verantwortung",
            "Einfache Implementierungsaufgaben koennen off-/nearshored sein",
            "Berufsspezifischer Override sensitiv"
          ]
        }
      ]
    }
  }
}