Senior Machine Learning Scientist
Matterworks
full-time
Posted on:
Location Type: Remote
Location: United States
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Job Level
About the role
- Design, adapt, and optimize deep learning architectures for scientific domains and data modalities.
- Own and deliver on complex ML projects, including experiment design, implementation, evaluation, and iteration based on results.
- Write clean, well-tested code in PyTorch and NumPy enabling a high experimentation rate.
- Stay current with deep learning research and its applications in chemistry and biology.
- Propose and prototype new ideas to enhance our modeling capabilities.
- Work closely with scientists and engineers across the team to integrate models into our product and infrastructure.
Requirements
- Ph.D. M.S. in a quantitative field (Computer Science, Chemistry, Physics, or related), or equivalent experience.
- 3+ years of hands-on experience building and deploying deep learning models.
- Strong proficiency in Python, PyTorch, and NumPy.
- Demonstrated experience designing or adapting neural network architectures.
- Publications or a portfolio of relevant projects valued.
- Experience with spectral analysis, structure prediction, or molecular representation learning is a plus.
- Familiarity with scientific data formats (e.g., HDF5, mzML, Zarr) is a plus.
Benefits
- Matterworks offers a competitive base salary
- stock options
- health & dental
- vision
- long- and short-term disability
- life insurance
- 401k with company match
- flexible work & unlimited time away policy
- commuter benefits and parking
- regular team meals and outings
- company support for continued education/coursework and conference participation
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
deep learningmachine learningPythonPyTorchNumPyneural network architecture designspectral analysisstructure predictionmolecular representation learningexperiment design
Soft Skills
collaborationcommunicationproblem-solvingcreativityadaptability
Certifications
Ph.D.M.S.