Senior Data Scientist

About the role

Flatiron Health is on the lookout for a Senior Data Scientist to play a crucial role in our mission to improve cancer care through the power of data. This position is essential for advancing our vision of a more interconnected oncology ecosystem, leveraging insights derived from patient experiences. You will be part of a diverse team that is committed to revolutionizing cancer treatment and research on a global scale.

Key facts

What you'll do

• Partner with various teams, including product managers, software engineers, and oncologists, to develop innovative real-world data products that enhance patient outcomes.
• Establish and nurture relationships with stakeholders at partner sites to gain a thorough understanding of their data and streamline data transfer processes.
• Develop expertise in the quality, format, and origins of partner data, creating validation methods to ensure data consistency and reliability.
• Perform exploratory analyses to devise data ingestion strategies that align with our standards, and outline business logic for integrating new data into Flatiron's unified data model.
• Explore and implement LLM-based methodologies for processing unstructured electronic health record data, thereby improving our data products.
• Collaborate with software engineers to design, automate, and scale data pipelines, utilizing both internal and external AI tools to enhance efficiency.
• Analyze and interpret complex datasets to derive actionable insights that can inform decision-making and strategy.
• Contribute to the development of data-driven solutions that address real-world challenges in oncology, ensuring that our products meet the needs of healthcare providers and patients alike.
• Stay updated on industry trends and advancements in data science and healthcare to continuously improve our methodologies and practices.
• Mentor junior data scientists and contribute to a culture of knowledge sharing and continuous learning within the team.
• Participate in cross-functional meetings to communicate findings and progress, ensuring alignment with organizational goals and objectives.

Requirements

• A Bachelor's or Master's degree in a relevant technical field such as data science, engineering, computer science, mathematics, applied statistics, or health economics.
• A minimum of 5 years of experience in data science or a closely related discipline.
• Deep understanding of various data sources and a strong desire to explore and analyze new datasets.
• Proven experience with machine learning and LLMs, with the ability to assess and enhance AI systems effectively.
• Proficiency in Python, particularly with data manipulation libraries such as pandas or polars, as well as SQL, and experience in a collaborative development environment utilizing version control systems.
• Solid grasp of key statistical concepts and the capability to conduct and interpret statistical analyses accurately.
• Exceptional communication skills, with the ability to convey complex data insights in a clear and relatable manner.
• Highly self-motivated with a strong sense of accountability and the ability to manage multiple priorities effectively.
• A genuine commitment to leveraging data and technology to improve cancer care outcomes.

Nice to have

• Experience working within the healthcare industry.
• Familiarity with tools such as DBT and Snowflake, or a willingness to acquire new skills in these areas.
• Knowledge of regulatory requirements and best practices in healthcare data management.

Skills & tools

• Strong proficiency in Python, SQL, and data manipulation frameworks, alongside a solid foundation in statistical analysis techniques.
• Experience with machine learning algorithms and AI technologies, particularly in the context of healthcare data.
• Familiarity with data validation processes and quality assurance methodologies to ensure data integrity.

Practical notes

• This role is open to candidates who require visa sponsorship.
• We offer a competitive salary and a comprehensive benefits package to our employees.
• Applications will be accepted until the position is filled, so early submission is encouraged.

Join us at Flatiron Health and be a part of a team that is dedicated to making a meaningful impact in the field of oncology through innovative data solutions. Your expertise could help shape the future of cancer care.