Flagshippioneeringinc
(Senior) Scientist, Machine Learning
Cambridge, MA USA · Senior
Sponsorship not specified$130k-$230kDetected 7 days ago
PythonCloud PlatformsMachine LearningDeep LearningPyTorchComplianceRecruitingResearch
About the role
- This is a zero-to-one role focused on modeling innovation rather than routine optimization.
- Since its launch in 2000, Flagship has originated more than 100 companies.
Responsibilities
- Develop and iterate on ML models for complex measurement data, from representation design through validation
- Design objectives and architectures that respect known constraints, symmetries, or latent structure in the data
- Collaborate closely with experimental and technical teammates to align modeling with data generation
- Read papers, build prototypes to test ideas, and translate concepts into working systems
- Build Models Where None Exist Yet.
- Within Flagship Labs, small founding teams define new technical theses, test them rapidly, and build ventures around breakthrough ideas.
- Our work focuses on extracting latent structure from information-rich measurements of complex physical systems-often requiring mechanism-informed modeling, thoughtful inductive bias design, and principled approaches to inverse problems.
- You'll design, prototype, test, and refine new approaches that help define the technical foundation of a platform from day one.
Requirements
- You are comfortable implementing and modifying models, training them end-to-end, and working directly with real data.
- What matters most is your ability to reason across data, models, and the systems they represent.
- Experience working with real-world or experimentally generated data
- Comfort working in practical development environments (e.g., cloud infrastructure, experiment tracking, reproducible workflows)
- Experience with inverse problems, latent-variable inference, or structured generative modeling (e.g., diffusion or flow-based methods)
- Familiarity with geometric or symmetry-aware architectures
- Experience working with time-series or high-dimensional signal data
Compensation
- FL120 currently offers healthcare coverage, annual incentive program, retirement benefits and a broad range of other benefits.
Benefits
- Flagship Pioneering invents and builds platform companies, each with the potential for multiple products that transform human health, sustainability and beyond.
- vaccinating billions of people against COVID-19, curing intractable diseases, improving human health, preempting illness, and feeding the world by improving the resiliency and sustainability of agriculture.
- We are dedicated to building diverse and inclusive teams and look forward to learning more about your background and interest in Flagship.
Company info
- At Flagship Pioneering, we create companies from first principles.
- At Flagship, we accept impossible missions to enable bigger leaps.
Equal opportunity
- We are an equal opportunity employer.
Visa & Work Authorization
- California residents have rights under the CCPA/CPRA including to know, delete, and opt out of the sharing of their personal information.
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