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skillfactor-pipeline af05383bb1 chore: v1 baseline - full 3,039-package catalog with AI-skill enrichment and O*NET backfill
Snapshot before the quality program (relevance gates, tiered mapping,
QA linter). v1 is the immutable before/after reference; evidence crawl
was at ~175/3039 occupations when tagged.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
2026-07-09 05:32:49 +02:00

2.7 KiB

Tasks & work activities — chemical application specialist

Source: O*NET 30.3, occupation 17-2041.00 (Chemical Engineers) — manual nearest-occupation mapping via ISCO group 2113; the official ESCO crosswalk has no entry for this ESCO occupation.

Task statements

  • [Core] Troubleshoot problems with chemical manufacturing processes.
  • [Core] Evaluate chemical equipment and processes to identify ways to optimize performance or to ensure compliance with safety and environmental regulations.
  • [Core] Perform tests and monitor performance of processes throughout stages of production to determine degree of control over variables such as temperature, density, specific gravity, and pressure.
  • [Core] Monitor and analyze data from processes and experiments.
  • [Core] Develop computer models of chemical processes.
  • [Core] Develop safety procedures to be employed by workers operating equipment or working in close proximity to ongoing chemical reactions.
  • [Core] Determine most effective arrangement of operations such as mixing, crushing, heat transfer, distillation, and drying.
  • [Core] Prepare estimate of production costs and production progress reports for management.
  • [Core] Direct activities of workers who operate or are engaged in constructing and improving absorption, evaporation, or electromagnetic equipment.
  • [Core] Perform laboratory studies of steps in manufacture of new products and test proposed processes in small-scale operation, such as a pilot plant.
  • [Core] Develop processes to separate components of liquids or gases or generate electrical currents, using controlled chemical processes.
  • [Core] Conduct research to develop new and improved chemical manufacturing processes.
  • [Core] Design measurement and control systems for chemical plants based on data collected in laboratory experiments and in pilot plant operations.
  • [Core] Design and plan layout of equipment.

Detailed work activities

  • Conduct validation tests of equipment or processes.
  • Design computer modeling or simulation programs.
  • Design control systems for mechanical or other equipment.
  • Design industrial processing systems.
  • Determine causes of operational problems or failures.
  • Determine operational methods.
  • Develop safety standards, policies, or procedures.
  • Develop technical methods or processes.
  • Direct industrial production activities.
  • Estimate operational costs.
  • Evaluate characteristics of equipment or systems.
  • Monitor the productivity or efficiency of industrial operations.
  • Prepare operational reports.
  • Research engineering aspects of biological or chemical processes.
  • Research industrial processes or operations.