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Scientist II/Senior Scientist, Computational Biophysics

Lila Sciences· Physical Sciences AI
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Hybrid (Cambridge, MA; London, UK; San Francisco, CA)$140.8k - $217.8kfull-timePosted 2mo ago

About the role

Computational Biophysics Scientist to define and validate agent-usable biophysics tools, design scalable molecular simulation workflows for drug discovery, and enable automated, trustworthy workflows across GPUs.

Responsibilities

  • Define the scientific requirements for agent-usable computational biophysics tools, including inputs, assumptions, and outputs.
  • Design and validate molecular simulation workflows for drug discovery, including MM/GBSA and RBFE/ABFE.
  • Establish standards for system setup, force field selection, parameterization, equilibration, sampling, analysis, and quality control.
  • Build robust RBFE and ABFE workflows with automated checks for chemical-series compatibility and ligand-pose consistency.
  • Turn biophysics protocols into reliable tools, APIs, and guardrails for LLM agents.
  • Build validation benchmarks and acceptance criteria for molecular dynamics and related workflows.
  • Evaluate and integrate open-source molecular simulation and free-energy tools (OpenMM, OpenFE, etc.).
  • Identify and mitigate failure modes in simulation setup, parameterization, sampling, analysis, and interpretation.
  • Advise teams on when biophysics workflows are appropriate and their limitations.
  • Partner with ML teams to refine methods as new experimental data becomes available.
  • Partner with research engineering and infrastructure teams to scale workflows across large GPU fleets with reproducibility and traceability.

Qualifications

  • PhD or equivalent experience in computational biophysics/chemistry/biophysics/physics or related field.
  • Hands-on experience with molecular dynamics, MM/GBSA, and free-energy perturbation methods for RBFE/ABFE.
  • Practical experience with open-source molecular simulation/free-energy packages, with preference for OpenMM and OpenFE.
  • Strong understanding of parameterization and validation of simulation setups.
  • Demonstrated history of modeling protein-ligand binding and interpreting results for decision-making.
  • Ability to reason from biophysical first principles while building practical workflows.
  • Experience translating complex scientific methods into tooling requirements, review standards, and operational workflows.
  • Strong cross-functional communication skills.

Skills

Required:Molecular dynamics simulationMM/GBSA and free-energy perturbation methodsBiophysics workflow designCross-functional collaboration
Nice to have:OpenMM/OpenFE

Benefits

  • Full U.S. benefits: medical, dental, vision; life and disability insurance; generous PTO and holidays; parental leave; educational assistance; commuter benefits; subsidized lunch.
  • International benefits tailored to region; salary ranges apply to U.S. positions.
Last updated Aug 5, 2026. Interested? Apply on the company site.
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