Stanford Health Care Tri-Valley ยท 1 month ago
Lead Data Engineer - AI/ML
1830 Embarcadero - PALO ALTO
Full-time
Hybrid
Senior Level, Lead/Staff
$94.35/hr - $125.03/hr
5+ years expStanford Health Care Tri-Valley is seeking a Lead Data Engineer to build solutions incorporating Artificial Intelligence for healthcare applications. The role involves developing data pipelines, troubleshooting infrastructure issues, and collaborating with clinical and operational teams to improve patient outcomes.
Health CareHospitalNon Profit
Responsibilities
Build end-to-end data pipelines and infrastructure for ML models used by the Data Science team and others at SHC
Understand the requirements of data processing and analysis pipelines and make appropriate technical design and interface decisions. Elucidating these requirements will require training, developing, and validating researcher-built or vendor provided machine learning algorithms on hospital data as well as working with other members of the data science team
Understand data flows among the SHC applications and use this knowledge to make recommendations and design decisions for languages, tools, and platforms used in software and data projects
Troubleshoot and debug environment and infrastructure problems found in production and non-production environments for projects by the Data Science Team
Work with other groups at SHC and the Technology and Digital Solutions (TDS) group to ensure servers and system maintenance based on updates, system requirements, data usage, and security requirements
Qualification
Required
Bachelor's or Master's degree in Computer Science, Engineering, or related, or equivalent working experience
5+ years experience in building data infrastructure for analytics teams, including ability to write code in SQL, R, or Python for processing large datasets in distributed cloud environments
Experience with cloud deployment strategies and CI/CD
Experience building and working with data infrastructure in a SaaS environment
Experience overseeing, developing or implementing machine learning operations (MLOps) processes
Experience mentoring junior engineers and enforcing best practices around code quality
Knowledge of multiple programming languages, commitment to choosing languages based on project-specific requirements, and willingness to learn new programming languages as necessary
Knowledge of resource management and automation approaches such as workflow runners
Collaborative mentality and excitement for iterative design working closely with the Data Science team
Company
Stanford Health Care Tri-Valley
STANFORD HEALTH CARE TRI-VALLEY Stanford Health Care Tri-Valley (formerly ValleyCare) provides high-quality care rooted in science and compassion to support the health and well-being of its community in the East Bay and beyond.
1001-5000 employees
Funding
Current Stage
Late StageLeadership Team
Reena Jadhav
Board Member, Chair Comp & Workforce
Company data provided by crunchbase