Real job — pulled straight from micro1’s careers page · Verified November 14, 2026 · No reposts.
Job description
micro1 is hiring a Data Science & Analytic Methodology SME — a contract, remote role ($124k–$208k). Apply directly on micro1's careers page below.
Role Title: Data Science & Analytic Methodology SME
Role Type: Contractor
Location: Remote
micro1 is engaging Data Science & Analytic Methodology SMEs to contribute expertise to a customer's high-impact project focused on advanced analytic pipelines and large language models (LLMs). In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.
Scope of Work
- 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.
Preferred Qualifications
- 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.
- Ability to operate effectively in distributed, international project environments with minimal clearance constraints.
Learn More About Our Government & Defense Work
At micro1, we work with government and defense experts to evaluate how advanced AI models perform on real-world tasks.
Our MissionReport benchmark assesses AI-generated military and government reports, highlighting the importance of expert judgment, accuracy, and operational understanding.
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Frequently asked questions
What is the salary for Data Science & Analytic Methodology SME at micro1?
The estimated salary range for Data Science & Analytic Methodology SME at micro1 is $124,000 - $208,000 USD per year.
Is Data Science & Analytic Methodology SME at micro1 a remote job?
Yes, Data Science & Analytic Methodology SME at micro1 is a remote position. This role is open to remote candidates.
What skills are required for Data Science & Analytic Methodology SME at micro1?
The required skills for Data Science & Analytic Methodology SME at micro1 include: Data Science, LLM, AI, Machine Learning.
What is the seniority level for Data Science & Analytic Methodology SME at micro1?
Data Science & Analytic Methodology SME at micro1 is a Staff level position.
How do I apply for Data Science & Analytic Methodology SME at micro1?
You can view the full description and apply for Data Science & Analytic Methodology SME at micro1 on EchoJobs: https://echojobs.io/job/micro1-data-science-analytic-methodology-sme-yzydl.