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Technical Staff Member for Frontier AI Systems [Remote]

SaidGig

This role focuses on enhancing model and system performance through rigorous evaluation and iterative development. As a Member of Technical Staff, you will operate at the intersection of research, data, and real-world AI systems, ensuring that experimental work yields clean, defensible research signals that lead to meaningful improvements in deployed systems. Key Responsibilities

  • 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.
  • Collaborate closely with researchers and domain experts to calibrate quality and continuously raise the signal bar.
  • Iterate rapidly on evaluations, datasets, and feedback loops to enhance system performance.
  • Act as a quality gate: block claims, pause work, or enforce 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.
  • Identify gaps in data or evaluation coverage and recommend where to invest, iterate, or stop based on learnings and impact.
Qualifications
  • Strong judgment regarding research signal quality and readiness for externalization.
  • Experience designing ML-oriented datasets, evaluation frameworks, and QA processes.
  • Ability to translate messy, real-world system behavior into structured research and evaluation opportunities.
  • Comfort operating in ambiguity, with a bias toward ownership and decisive action.
  • Clear written and verbal communication skills, especially in explaining tradeoffs, limitations, and signal strength to both technical and non-technical stakeholders.
  • Proven ability to work directly with experts during project kickoff, calibration, and iteration.
Work Terms

Full-time position, remote work environment.

Compensation

Annual compensation ranges from $600, 000 to $2, 000, 000.

Eligibility

Open to candidates with relevant experience and skills in the field.

Vacancy posted 3 days ago

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