Data Science Domain Expert for AI Evaluation and Prompting
Overview
Remote contractor role focusing on AI data science with a domain expert lens. You’ll assess AI outputs, refine prompts, and annotate data to support high-quality model training. The work centers on applying deep domain knowledge to review research-style documents, technical reports, and experiment notes, shaping how models learn and reason. Strong writing, precise attention to detail, and independent research are essential as you contribute to rubric-based evaluations and content quality.
What You'll Do7
- 1Review AI-generated content and data outputs for accuracy and clarity, using domain knowledge and project rubrics.
- 2Craft and tune prompts to guide AI systems toward desired results, drawing on professional writing and technical documentation skills.
- 3Assess AI model performance with rubrics, offering structured feedback and concrete improvement suggestions.
- 4Conduct independent research to verify facts, improve data quality, and strengthen evaluation processes.
- 5Annotate data and fact-check outputs to support QA and ensure alignment with analytic standards.
- 6Summarize complex datasets or findings into clear reports and technical summaries.
- 7Collaborate asynchronously with project leads and other domain experts to share insights and best practices.
Requirements7
- 13+ years in Data Science, ML, Applied AI, Statistics, Quantitative Analytics, or Data Analytics.
- 2Proven experience producing or reviewing research papers, analytical reports, experiment summaries, notebooks, or technical docs.
- 3Strong analytical reasoning, critical thinking, and meticulous attention to detail in both written and numeric deliverables.
- 4Advanced skills in professional writing, report writing, and business or technical communication.
- 5Experience with data annotation, content review, or rubric-based evaluation is a plus.
- 6Background in prompt engineering, AI output evaluation, fact checking, or RLHF is advantageous but not required.
- 7Master’s or higher degree preferred; candidates from top universities, tech firms, or research labs encouraged.
Who Should Apply
The ideal candidate is a domain-savvy data professional who can review and shape AI outputs through evidence-based writing and evaluation. This role fits someone who regularly drafts technical reports, experiment summaries, or research notes and can translate complex findings into clear analyses. It may be less suitable for those lacking formal data science experience or who cannot work independently on a remote, part-time contract.
Salary Insight
$100 - $200/hr. Pay discussed as part of the contract process.
Location
Required Skills
Application Tip
Highlight a concrete sample: include a link or brief excerpt to a research note, rubric-based evaluation, or prompt you authored that improved model outputs by a measurable margin.
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