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AI Evaluation Engineer
AI Evaluation EngineerDeepRec.ai • Denver, NC, US
AI Evaluation Engineer

AI Evaluation Engineer

DeepRec.ai • Denver, NC, US
2 days ago
Job type
  • Full-time
Job description

Overview

US Recruitment Consultant : Guiding GenAI professionals towards their dream careers

AI Evaluation Engineer

$160,000 - $180,000

Remote (US-based)

Are you passionate about shaping how AI is deployed safely, reliably, and at scale? This is a rare opportunity to join a mission-driven tech company as their first AI Evaluation Engineer, a foundational role where you'll design, build, and own the evaluation systems that safeguard every AI-powered feature before it reaches the real world.

This organization builds AI-enabled products that directly helps governments, nonprofits, and agencies deliver financial support to people who need it most. As AI capabilities race forward, ensuring these systems are safe, accurate, and resilient is critical. That's where you come in.

You won't just be testing models, you'll be creating the frameworks, pipelines, and guardrails that make advanced LLM features safe to ship. You'll collaborate with engineers, PMs, and AI safety experts to stress test boundaries, uncover weaknesses, and design scalable evaluation systems that protect end users while enabling rapid innovation.

What You'll Do

  • Own the evaluation stack – design frameworks that define "good," "risky," and "catastrophic" outputs.
  • Automate at scale – build data pipelines, LLM judges, and integrate with CI to block unsafe releases.
  • Stress testing – red team AI systems with challenge prompts to expose brittleness, bias, or jailbreaks.
  • Track and monitor – establish model / prompt versioning, build observability, and create incident response playbooks.
  • Empower others – deliver tooling, APIs, and dashboards that put eval into every engineer's workflow.

Requirements

  • Strong software engineering background (TypeScript a plus)
  • Deep experience with OpenAI API or similar LLM ecosystems
  • Practical knowledge of prompting, function calling, and eval techniques (e.g. LLM grading, moderation APIs)
  • Familiarity with statistical analysis and validating data quality / performance
  • Bonus : experience with observability, monitoring, or data science tooling
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