Heartflow

Heartflow

Staff Data Scientist

San Francisco, California · Staff+

Sponsorship not specified$220k-$280kDetected 1 day ago
PythonData StructuresAlgorithmsSQLNoSQLAWSMachine LearningDeep Learningscikit-learnData AnalysisData ScienceData VisualizationComputer VisionLLMsAgentic AIMLOpsStatisticsRadiologyResearchLeadershipCommunication

About the role

  • Heartflow is a medical technology company advancing the diagnosis and management of coronary artery disease, the #1 cause of death worldwide, using cutting-edge technology.
  • Our pipeline of products is growing and so is our team; join us in helping to revolutionize precision heartcare.
  • Detail orientated but able to describe complex topics in a manner that is digestible to a broad audience.

Responsibilities

  • Spearhead the strategic design of data campaigns needed to advance AI algorithms.
  • Advanced Data Curation & Management: Develop comprehensive data curation strategies for improvements to AI models.
  • Partner with MLOps to architect data management systems for algorithm training and performance validation, and establish data dashboards and monitoring reports.
  • Performance Evaluation and Statistical Analysis: Establish frameworks and develop tools to rigorously evaluate the strengths and weaknesses of model iterations across patient populations.
  • Design and oversee data analyses using statistical techniques to illuminate the performance of our AI algorithms.
  • Develop comprehensive data curation strategies for improvements to AI models.
  • Drive the definition of algorithm and data requirements necessary to deliver on end-point objectives.
  • Able to build trust and obtain cross-functional alignment across departments.

Requirements

  • Ability to distill complex analyses into interpretable and actionable findings.
  • Masters or PhD Degree in Engineering, Computer Science, Statistics, Data Science or related degree.

Nice to have

  • Familiarity with image and 3D processing tools like VTK and ITK, and visualization tools like 3DSlicer and MITK, a plus.
  • Understanding of standard statistical techniques and ability to apply appropriate statistical methods to a range of data structures
  • Statistics: Understanding of standard statistical techniques and ability to apply appropriate statistical methods to a range of data structures

Skills

  • Experience working with data lakes, SQL/No SQL Databases, AWS Cloud Storage, Tableau dashboards.

Compensation

  • A reasonable estimate of the base salary compensation range is $220,000 to $280,000, bonus, and equity. #LI-IB1 #LI-Hybrid

Benefits

  • Engage with cross-functional teams (Product, Research, Engineering, and Process Engineering) and help guide the overarching vision for data analysis, curation, and annotation to improve our AI models.
  • 7+ years (or 5+ with PhD) of proven track record in Data Science, Machine Learning, Computer Vision, or Image Analysis in industry.
  • Have a wealth of experience from working on complex, real-world AI problems in medical imaging or computer vision requiring careful consideration of data needs.
  • A reasonable estimate of the base salary compensation range is $220,000 to $280,000, bonus, and equity. #LI-IB1 #LI-Hybrid

Company info

  • The flagship product-an AI-driven, non-invasive cardiac test supported by the ACC/AHA Chest Pain Guidelines called the Heartflow FFR CT Analysis-provides a color-coded, 3D model of a patient's coronary arteries indicating the impact blockages have on blood flow to the heart.
  • Heartflow is the first AI-driven non-invasive integrated heart care solution across the CCTA pathway that helps clinicians identify stenoses in the coronary arteries (RoadMap™Analysis), assess coronary blood flow (FFR CT Analysis), and characterize and quantify coronary atherosclerosis (Plaque Analysis).
  • Heartflow is a publicly traded company (HTFL) that has received international recognition for exceptional strides in healthcare innovation, is supported by medical societies around the world, cleared for use in the US, UK, Europe, Japan and Canada, and has been used for more than 500,000 patients worldwide.
  • We are seeking a high-impact Staff Data Scientist to play a leading role on our data needs to bridge the gap between advanced research and production-grade ML systems.
  • You will be a key technical leader and partner to our Research Scientists, driving the evolution of our AI algorithms through rigorous data science methodologies, strategic data curation, and cross-functional leadership.
  • Heartflow has become aware of a fraud where unknown entities are posing as Heartflow recruiters in an attempt to obtain personal information from individuals as part of our application or job offer process.

Equal opportunity

  • Equal Opportunity Employer.
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This listing is sourced directly from Heartflow's careers page and normalized into a canonical job model.