Reproducibly reconciled to pinned publisher source
Occupation profiles / classification
Fields: ANZSCO Code, Occupation, Tasks
Publisher: Jobs and Skills Australia / Australian Bureau of Statistics
Period: Verified publisher reference: ANZSCO occupation download, February 2026
Comparison: 358/358 exact unique ANZSCO four-digit codes, titles and task sequences matched; not an OSCA crosswalk
Product usage: Verified occupation titles and tasks are used for descriptive matching; a task description does not establish an individual's competence.
Evidence approval flag: on
Copyright status: JSA copyright terms checked 20 September 2026: website content is Creative Commons Attribution 4.0 International (CC BY 4.0), subject to stated exceptions; required attribution is © Commonwealth of Australia. Third-party material and other stated exceptions remain excluded.
Publisher documentation ↗
Reproducibly reconciled to pinned publisher source
Annual occupation earnings benchmark
Fields: annual_earnings
Publisher: ABS Survey of Employee Earnings and Hours / Jobs and Skills Australia
Period: Verified publisher reference: May 2025 median weekly full-time earnings
Comparison: 296/296 published four-digit median weekly salaries × 52 matched; 62/62 both missing; May 2025, non-managerial full-time adult-rate cohort
Product usage: Verified occupation earnings can contribute to the financial ranking component where JSA publishes a benchmark. They are occupation-level medians, not an individual prediction or employer offer; 62 groups have no published figure and are not silently filled.
Evidence approval flag: on
Copyright status: JSA copyright terms checked 20 September 2026: website content is Creative Commons Attribution 4.0 International (CC BY 4.0), subject to stated exceptions; required attribution is © Commonwealth of Australia. Third-party material and other stated exceptions remain excluded.
Publisher documentation ↗
Reproducibly reconciled to pinned publisher source
Occupation-level full-time hours
Fields: Average full-time hours worked per week
Publisher: ABS Census / Jobs and Skills Australia
Period: Verified publisher reference: 2021 Census occupation context
Comparison: 358/358 four-digit values matched the 2021 Census-based workbook column; not individual contractual or paid hours
Product usage: Verified occupation context; not treated as contractual paid hours or a roster promise. Compare actual offer terms and customer-provided hours.
Evidence approval flag: on
Copyright status: JSA copyright terms checked 20 September 2026: website content is Creative Commons Attribution 4.0 International (CC BY 4.0), subject to stated exceptions; required attribution is © Commonwealth of Australia. Third-party material and other stated exceptions remain excluded.
Publisher documentation ↗
Reproducibly reconciled to pinned publisher source
Degree attainment share
Fields: degree_share
Publisher: ABS Census / Jobs and Skills Australia
Period: Verified publisher reference: 2021 Census occupation context
Comparison: 358/358 four-digit postgraduate plus bachelor share values matched; 2021 Census incumbents, not entry requirements
Product usage: Verified occupation context; not used to impose degree requirements. Separately check regulator and employer rules.
Evidence approval flag: on
Copyright status: JSA copyright terms checked 20 September 2026: website content is Creative Commons Attribution 4.0 International (CC BY 4.0), subject to stated exceptions; required attribution is © Commonwealth of Australia. Third-party material and other stated exceptions remain excluded.
Publisher documentation ↗
Publisher reference only; local data values unverified
Observed occupation mobility
Fields: mobility_score, transition_share
Publisher: Jobs and Skills Australia Data on Occupation Mobility / ABS PLIDA
Period: Publisher reference: 2021–22 and 2022–23 occupation movements; original CareerValue CSV import vintage unverified
Comparison: No exact source-to-local row reconciliation has been established
Product usage: Not used in scoring; occupation-pair values and denominators remain unverified.
Evidence approval flag: off
Copyright status: Exact dataset attribution and usage conditions not approved
Publisher documentation ↗
Publisher reference only; local data values unverified
Possible VET training pathways
Fields: training_options
Publisher: Jobs and Skills Australia Training Occupation Pathways
Period: Publisher reference: March 2026 publisher dataset; original CareerValue CSV import vintage unverified
Comparison: No exact source-to-local row reconciliation has been established
Product usage: Unverified pathway/qualification mappings excluded; check exact credentials and prerequisites.
Evidence approval flag: off
Copyright status: Exact dataset attribution and usage conditions not approved
Publisher documentation ↗
Publisher reference only; local data values unverified
Occupation shortage reference
Fields: ACT, NSW, NT, QLD, SA, TAS, VIC, WA, national_shortage
Publisher: Jobs and Skills Australia Occupation Shortage List
Period: Publisher reference: 2025 annual list as a possible upstream reference; original CareerValue CSV import vintage unverified
Comparison: No exact source-to-local row reconciliation has been established
Product usage: Not used in scoring; a shortage flag is not an available job advertisement.
Evidence approval flag: off
Copyright status: Exact dataset attribution and usage conditions not approved
Publisher documentation ↗
Publisher reference only; local data values unverified
Historical online-advertisement indicator
Fields: vacancies_latest, vacancies_yoy
Publisher: Jobs and Skills Australia Internet Vacancy Index (possible source)
Period: Publisher reference: July 2026 publisher release available at review; local snapshot unknown; original CareerValue CSV import vintage unverified
Comparison: No exact source-to-local row reconciliation has been established
Product usage: Not used in scoring; online-advertisement statistics are not live job listings.
Evidence approval flag: off
Copyright status: Exact dataset attribution and usage conditions not approved
Publisher documentation ↗