micro1 is the leading AI data lab for training frontier models and evaluating AI agents. We are hiring a Member of Technical Staff (MTS) to act as a technical owner operating at the intersection of research, data, and real-world AI systems.

Company: micro1

Role: Member of Technical Staff, Frontier AI

Location: Remote

Experience:

Experience designing ML-oriented datasets, evaluation frameworks, and QA processes
Proven ability to work directly with experts during project kickoff, calibration, and iteration

Key Skills:

Research Signal Judgment
ML-Oriented Data Design
Ops-to-Research Translation
RL Environments

Role Focus:

Own research and evaluation initiatives end-to-end: problem framing, data design, quality calibration, and signal validation
Design ML-oriented data systems, including task definitions, annotation schemas, rubrics, incentives, and pipelines optimized for downstream model performance
Analyze model and system failures to identify root causes, edge cases, and opportunities for improvement
Translate ambiguous, real-world behavior into structured evaluation frameworks and new data categories
Work closely with researchers and domain experts to calibrate quality early and continuously raise the signal bar
Iterate rapidly on evaluations, datasets, and feedback loops to improve system performance
Act as a quality gate: block claims, pause work, or force scope changes when signal strength or data integrity is insufficient
Partner with cross-functional and client-facing teams to translate research progress into clear, credible narratives grounded in evidence

Nice to have:

Experience with reinforcement learning environments, simulators, or feedback-driven training systems
Experience improving agentic systems or AI systems operating in real-world workflows
Prior work embedded in applied research or production environments with direct impact on deployed systems
Experience with evaluation design for complex or real-world tasks
Familiarity with expert incentive design and engagement in high-stakes technical projects

Other:

The national pay range for this full-time position is base salary of $280,000 –$350,000 USD
All employees are eligible for equity compensation, and employees may also receive performance-based bonuses, dependent on role and subject to company policies
micro1 provides a comprehensive benefits package, including up to 100% reimbursement for health-insurance premiums, paid time off, a 401(K) plan with a company match, and additional benefits designed to support a high-performing, remote-first workforce

Member of Technical Staff, Frontier AI

Skills Required

Description

Experience:

Key Skills:

Role Focus:

Nice to have:

Other: