Data Scientist, Machine Learning at Flatiron Health
Overview
Flatiron Health is a healthtech company using data for good to power smarter care for every person with cancer. Our multidisciplinary teams include oncologists, data scientists, software engineers, epidemiologists, product experts and more. We are an independent affiliate of the Roche Group.
What You’ll Do
At Flatiron, we are advancing the use of machine learning, generative AI, and natural language processing to extract clinically relevant information from unstructured medical notes for use in oncology research. The Discovery team is helping to build next‑generation research data products, developing and applying ML models to capture a complete picture of the patient journey.
* Interface with internal scientific stakeholders and customers to understand data needs for high‑quality research.
* Build models to turn raw clinical data into high‑quality research variables, using LLMs, traditional ML, and NLP techniques.
* Collaborate with quantitative scientists and oncologists to validate models for sound scientific insights.
* Work cross‑functionally with software engineers to productionize, scale, and monitor models.
Who You Are
* 3+ years of relevant technical experience focused on ML, with strong NLP and LLM background preferred.
* Solid grasp of statistical fundamentals of ML and experience solving real‑world problems.
* Experience with version control, Python, and SQL in a production development environment.
* Excited to work in a startup environment, creative, and scrappy to get the job done.
Extra Credit
* ML or LLM experience in a healthcare setting.
* Experience with bias, health equity research or work with underrepresented groups in clinical research.
Who We Are
Our people are at the center of everything we do. We foster a culture where teammates feel equipped and empowered to make meaningful contributions with confidence, compassion, and clarity. Visit the Life at Flatiron page to learn more.
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