4 дня назад
Staff Data Scientist (Medical Imaging)
220 000 - 280 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Data Scientist (Medical Imaging) (Python, Machine Learning, Computer Vision): Developing data strategies, annotation campaigns, and statistical evaluation frameworks for production-grade AI systems that analyze coronary CT and vascular imaging with an accent on medical imaging data, model performance, and cross-functional leadership. Focus on architecting data management systems, curating training datasets, and rigorously evaluating algorithm performance across patient populations.
Location: San Francisco, California; hybrid work
Base salary: $220,000–$280,000 annually, plus bonus and equity
Company
is a publicly traded medical technology company developing AI-driven, non-invasive solutions for diagnosing and managing coronary artery disease.
What you will do
- Define the vision and requirements for data analysis, curation, and annotation across Product, Research, Engineering, and Process Engineering.
- Design and lead large-scale data campaigns and annotation strategies to improve AI products.
- Develop data curation strategies and partner with MLOps on data management systems for model training and validation.
- Create dashboards and monitoring reports for data and model performance.
- Build statistical frameworks and tools to evaluate model iterations across patient populations.
- Translate complex analyses into interpretable findings and drive cross-functional alignment.
Requirements
- Master’s or PhD in Engineering, Computer Science, Statistics, Data Science, or a related field.
- 7+ years of industry experience in Data Science, Machine Learning, Computer Vision, or Image Analysis, or 5+ years with a PhD.
- Experience solving complex AI problems involving medical imaging or computer vision.
- Proficiency in Python and statistical or machine learning packages, with experience writing clean, reproducible, and scalable code.
- Experience with deep learning and machine learning models in production, data lakes, SQL or NoSQL databases, AWS Cloud Storage, and Tableau dashboards.
- Strong communication skills and the ability to influence cross-functional stakeholders without formal authority.
Nice to have
- Experience with VTK, ITK, 3DSlicer, or MITK.
- Experience with medical imaging data, especially CT and vascular imaging.
- Experience integrating generative AI and agentic tools into coding, prototyping, and data analysis workflows.
Culture & Benefits
- Work on AI-driven products used to support coronary artery disease diagnosis and management.
- Compensation includes base salary, bonus, and equity.
- Collaborative work across research, product, engineering, and process engineering functions.
- Commitment to an inclusive and respectful workplace.
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