JR-143480 AI Data Scientist Middle FL

Who You Are

You're a product-focused data scientist, with creative analytical problem-solving skills ready to tackle the problems of measuring the performance of complex datasets & the systems that build them. You’re excited to learn about oncology from our clinical stakeholders and work with them to apply AI to extract nuanced clinical concepts from the medical record and validate the fitness-for-use of that data for oncology research. 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 as an applied data scientist or similar technical data-oriented role, including relevant applied work in a graduate program. 
• Some prior experience with ML or LLMs is preferred.
• You understand how machine learning and AI systems are measured and can analyze an existing system to understand the quality of its output, assess where improvements are needed, and communicate the impact of those improvements to stakeholders
• You have collaborated with other technical team members in a production development environment using formal version control, Python (including data manipulation in pandas, polars or a similar framework), and SQL.
• You’re impact-oriented, and care deeply about creating real change for customers, users, and ultimately patients. You choose the right, rather than the flashiest, method available to reach your goals.
• You are a clear and confident communicator who can break down complex data analyses to tell a compelling story.
• You have led cross-functional initiatives and excel at influencing decision-making without authority.

Extra Credit

• You have experience working with data 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.
• You have experience working in dbt or other ETL frameworks
• You have experience with deep learning and traditional NLP methods.