Jobs · OTHR · California

Biosafety Environments Lead

Collinear AI · Sunnyvale, CA · 1 mo ago
OTHRFull-time

About the role

We are extending our environments into biosafety, and we need a domain authority to lead that track. You will turn the everyday judgment of a biosafety professional into tasks, reference solutions, and graders that measure whether a model reasons about biological risk the way a trained expert would. Because biology is dual-use, you will also help define the boundary: where a model should answer fully, where it should hedge, and where it should decline. No prior AI experience is required. We will teach you our tooling and workflow. What we cannot teach is the field expertise and the judgment, and that is what we are hiring for.

Responsibilities

  • Map real biosafety work into tasks: risk assessments, biosafety-level assignment and containment decisions, IBC protocol review, exposure and spill response, decontamination and waste streams, shipping of infectious substances, ecotoxicology study design, and environmental release assessments.
  • Write expert-level prompts and gold-standard answers: realistic scenarios with practitioner‑level ambiguity, paired with reference solutions that hold up to peer review.
  • Build rubrics and verifiers: define complete, correct, safe answers versus unsafe or insufficient ones; calibrate rubrics against other experts for consistent grading.
  • Grade model outputs: score responses for scientific accuracy, regulatory correctness, completeness, and appropriate handling of sensitive information.
  • Red‑team the boundary: design adversarial and multi‑turn prompts that probe where helpful biology becomes operational uplift; document failure modes for engineers.
  • Shape the environments: work with environment engineers to encode workflow state, tools, and reward signals; review model trajectories for realism.
  • Raise the bar for the track: review tasks written by other contributors and help set the quality standard for biosafety work at Collinear.

Requirements

  • PhD in biology, microbiology, virology, immunology, biochemistry, toxicology, ecotoxicology, environmental health, public health, or a closely related field; or a master’s degree with four or more years of applied biosafety experience.
  • Hands‑on laboratory experience with biological agents at BSL‑2 or above.
  • Experience writing or reviewing a risk assessment, SOP, or IBC submission.

Qualifications

  • Working knowledge of the frameworks practitioners use: BMBL, NIH Guidelines, OSHA Bloodborne Pathogens standard, Select Agent regulations, DURC and PEPP policy, IATA and DOT rules for Category A and B shipments, and OECD or EPA ecotoxicology test guidelines (as relevant to your specialty).
  • Sound judgment about dual‑use information: ability to distinguish benign research from credible attempts at harm and explain the difference in writing.
  • Clear, precise writing; comfortable working to a rubric and giving structured, actionable feedback.
  • Hands‑on use of large language models and curiosity about how they fail.

Skills

  • Nice‑to‑have: experience as a biosafety officer, IBC member, or EHS professional; CBSP or RBP certification.
  • Ecotoxicology or environmental risk assessment practice, including regulatory submissions.
  • Prior work training, evaluating, or red‑teaming AI systems.
  • Python or basic scripting for working with data and evaluation pipelines.

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