Knowledge-Work Task Designer & Evaluation Architect

Reinforced Learning; Town of Tonawanda (NY); On-site; USD 70,000 - 100,000; Full time

Job summary

Reinforced Learning is seeking talent to perform financial analysis, synthesize research, and plan operational tasks. You will design multi-step tasks using documents, data, and tools, and define what a defensible answer looks like.

You will contribute by grounding tasks in real policies and data, co-author rubrics, and ensure a clean separation between training content and evaluation benchmarks. Strong writing and analytical rigor are essential.

Qualifications

• Background in a knowledge-based field: finance, consulting, research, operations, or analytics.
• Ability to write clearly and structure ambiguous problems.
• Proficiency with spreadsheets, SQL, or scripting to build and verify fixtures.
• Commitment to tracing claims to sources.

Responsibilities

• Financial analysis and research synthesis to support decisions.
• Operations planning based on documented data and policies.
• Design tasks requiring multi-step reasoning across documents, data, and tools.
• Create rubrics and evaluation criteria with domain experts.
• Maintain clear boundaries between task design and evaluation data.

Skills

Knowledge professional

Clear writing

Spreadsheets

SQL

Scripting

Evidence tracing

Tools

Spreadsheets

SQL

Scripting

Job description

Reinforced Learning is seeking talent to perform financial analysis, synthesize research, and plan operational tasks. You will design multi-step tasks using documents, data, and tools, and define what a defensible answer looks like.

You will contribute by grounding tasks in real policies and data, co-author rubrics, and ensure a clean separation between training content and evaluation benchmarks. Strong writing and analytical rigor are essential.