ML Scientist, Human Physiology & Digital Biomarkers

Flagshippioneeringinc; Cambridge (MA); Vor Ort; USD 136.000 - 212.000; Vollzeit

Benefits dieser Stelle

Healthcare coverage

Annual incentive program

Retirement benefits

Broad range of other benefits

Zusammenfassung

FL127 is building a first-in-category platform in the Flagship Pioneering ecosystem. We seek a scientist to connect physiological signals to insights about people, ground signals in physiology, and co-design human studies to improve measurement quality.

You will work with AI agents for literature synthesis, study design, data analysis, and code. You will co-design endpoints, collaborate with imaging and product teams, and build models that relate measurements to outcomes in small cohorts,

Qualifikationen

• PhD in biomedical engineering, physiology, bioengineering, biophotonics, or related field, with substantial ML experience.
• Deep knowledge of human physiology (microcirculation, hemodynamics, tissue optics, skin biology, or cardiorespiratory).
• Experience conducting human studies with endpoints, reference measurements, IRB protocols, and agreement analysis.
• Statistical modeling on small human datasets, including within-subject and longitudinal designs.
• Proficiency in Python and the modern ML stack; comfortable in a research codebase.
• Imaging/signal-processing background to reason about calibration, registration, sampling effects.
• Ability to work independently in an early-stage, ambiguous environment.

Aufgaben

• Ground signals in physiology and identify confounds and possible physiological states.
• Collaborate with product/market teams to select application focus based on plausibility and cost.
• Co-design human studies with imaging team, defining endpoints and protocols.
• Build and evaluate models linking measurements to reference outcomes in small cohorts.
• Set evidence bar for data-driven product decisions and report gaps.
• Review signals for plausibility and suggest improvements to measurement pipeline.

Kenntnisse

Statistical modeling

Machine learning

Study design

End-to-end data analysis

Independent work

Ausbildung

PhD in biomedical engineering or related field

MD/PhD considered

Tools

Python

Signal processing

Monte Carlo simulation

Jobbeschreibung

FL127 is building a first-in-category platform in the Flagship Pioneering ecosystem. We seek a scientist to connect physiological signals to insights about people, ground signals in physiology, and co-design human studies to improve measurement quality.

You will work with AI agents for literature synthesis, study design, data analysis, and code. You will co-design endpoints, collaborate with imaging and product teams, and build models that relate measurements to outcomes in small cohorts,