We’re looking for a Data Scientist, Machine Learning to help us accomplish our mission to improve and extend lives by learning from the experience of every person with cancer. Flatiron Health is a healthtech company using data for good to power smarter care for every person with cancer, around the world. Flatiron partners with cancer centers in the US, Europe and Asia to transform patients’ real-life experiences into real-world evidence and create a more modern, connected oncology ecosystem. Our multidisciplinary teams include oncologists, data scientists, software engineers, epidemiologists, product experts and more. Flatiron Health is an independent affiliate of the Roche Group.
What You\'ll Do
* At Flatiron, we’re 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 these next generation research data products, developing and applying ML models to capture a complete picture of the patient journey.
* Engaging with a cross-functional group of stakeholders both within Discovery and across the company, you will contribute to model development projects from scoping through to productionization and delivery.
* As part of our team, you will develop and validate models to solve applied clinical problems and help build towards our vision of the future of machine learning at Flatiron.
* Collaborate with a cross-functional team to productionize, scale, and monitor your models, and work with quantitative scientists and oncologists to validate that your models can be used to generate sound scientific insights.
* Interface with internal scientific stakeholders and customers to understand what data they need to conduct high quality research.
* Build models to turn raw clinical data into high quality research variables, drawing on your knowledge of LLMs, traditional ML, and NLP techniques to determine the right methods to use for a given problem.
* Collaborate with other Machine Learning Engineers and Data Scientists to accelerate our ML capabilities and develop novel approaches to clinical data extraction from unstructured health records.
* Work cross-functionally with software engineers to productionize, scale, and monitor your models.
Who You Are
You're a product-focused data scientist, with experience in leveraging ML and NLP to solve real-world problems. You're excited by the prospect of rolling up your sleeves to tackle meaningful problems each and every day. You’re a kind, passionate and collaborative problem-solver who seeks and gives candid feedback, and values the chance to make an important impact.
* You have 3+ years of relevant working experience in a technical capacity, with a focus on ML. Prior experience with NLP and LLMs is strongly preferred.
* You have a strong background in applying ML to solve real-world problems and a solid grasp of the underlying statistical fundamentals of ML.
* You are excited to work in a startup environment, think creatively and be scrappy to get the job done. You have a nose for value and empathy for your customers.
* You have collaborated with other technical team members in a production development environment using formal version control, Python, and SQL.
Extra Credit
* You have ML or LLM experience in a healthcare setting.
* You have experience with the risks of bias in machine learning, health equity research/analysis or have worked with underrepresented groups in a clinical research setting.
If this sounds like you, you\'ll fit right in at Flatiron.
Who We Are
Our people are at the center of everything we do. We strive to foster a culture where our 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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