Role Overview & Full Requirements
Operating at the intersection of enterprise data governance and foundation model alignment, ZR Talent Group is conducting an executive search for a distinguished Data Science & Analytic Methodology SME — Frontier AI Research & Benchmarking ($60 - $100/hour). This institutional engagement tasks qualified domain authorities in LLMs, Pipeline integration, Data analytics, Scaled-analysis judgment with establishing empirical benchmark standards, auditing complex model reasoning chains, and validating multi-step autonomous workflows under strict enterprise evaluation criteria.
Operational Scope & Core Responsibilities
- Map scaled-analysis and pipeline-integration scenarios to an established taxonomy across key evaluation areas.
- Author detailed analytic cases that reflect authentic deployment patterns, including automated triage, enrichment, and analysis-at-scale, as well as representative failure modes in real-world settings.
- Evaluate and grade responses based on criteria such as source handling, reasoning, understanding of limitations, and practical utility.
- Identify and flag instances of model over-refusal that could hinder legitimate analytic workflows or disrupt pipeline continuity.
- Document challenging edge cases, emerging methodology concerns, and provide actionable recommendations for continuous improvement.
- Contribute clear, insightful written and verbal feedback that supports iterative, high-quality project outcomes.
Professional Background & Competencies
- Ability to operate effectively in distributed, international project environments with minimal clearance constraints.
- Demonstrated experience integrating LLMs—such as government GPT variants—into complex data or analytic pipelines.
- Proven capability in conducting analysis at scale, with an understanding of automation failure modes and relevant evaluation metrics.
- Track record of teaching, mentoring, or technical leadership in data science or related analytic disciplines.
- Expertise in authoring clear, concise technical documentation and conveying complex concepts through strong written English.
- Exposure to the design of evaluation frameworks or benchmark systems.
- Familiarity with defense, intelligence, or government analytic domains is highly valued.
Institutional Remuneration & Contract Specifications
- Compensation Rate: $60 - $100/hour (verified contractor remuneration)
- Work Arrangement: 100% Remote / Work From Home
- Eligible Remote Countries: United States, United Kingdom, Canada, Australia, New Zealand, Ireland, and South Africa
- Core Competencies: LLMs, Pipeline integration, Data analytics, Scaled-analysis judgment, Data science
- Hiring Lead: Nathaniel Cross (Principal AI Placement Director) at ZR Talent Group
Direct Application Process: Click the Apply button on this page to submit your profile directly for immediate evaluation.
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