Data Science & Analytics Subject Matter Expert
sukesh DeepakRemoteMIDPosted 2h ago
LLMsData Pipeline IntegrationData AnalyticsScaled-Analysis JudgmentData Science
About the Role
We are looking for a Data Science & Analytics Subject Matter Expert to contribute to a high-impact project focused on advanced analytical pipelines and LLMs. This role involves evaluating and improving next-generation AI systems by applying real-world data science and analytics expertise.
Key Responsibilities
• Map scaled-analysis and pipeline-integration scenarios to established evaluation taxonomies.
• Create detailed analytical test cases covering automation, data enrichment, triage, and large-scale analysis.
• Evaluate model responses for reasoning, source handling, limitations, and practical usefulness.
• Identify over-refusal issues affecting legitimate analytical workflows.
• Document edge cases, methodology gaps, and actionable improvement recommendations.
• Provide clear written and verbal feedback to improve AI model performance.
Requirements
• 6+ years of experience in data science and analytics.
• Experience integrating LLMs into complex data or analytical pipelines.
• Strong understanding of large-scale analysis, automation failure modes, and evaluation metrics.
• Experience in mentoring, technical leadership, or teaching data science.
• Excellent technical documentation and written English communication skills.
• Exposure to evaluation frameworks or benchmarking systems.
• Government, defense, intelligence, or related analytical domain experience is a plus.
• Ability to work independently with distributed international teams.