8 days ago
Base Salary
$114k - $228k/yr
Responsibilities
- Productionize time-series and personalization models into scalable, monitored production services.
- Refactor and optimize data science code for performance, reliability, and maintainability.
- Build batch and real-time inference services with defined latency, cost, and availability targets.
- Partner with the agentic AI team to expose model outputs as reliable tools and signals.
- Build and maintain ML feature pipelines using sensor, meal, activity, and user context data.
- Address missing data, noise, calibration drift, and sensor warm-up issues in real-world sensor data.
- Contribute to design reviews, verification activities, technical documentation, and regulatory compliance.
- Identify and resolve technical problems and improvement opportunities.
Requirements
- Bachelor’s degree in computer science or a related field.
- Minimum eight years of software or ML engineering experience, including at least three years deploying ML models to production.
- Strong proficiency in Python and ML frameworks such as PyTorch, TensorFlow, or scikit-learn.
- Production experience with time-series modeling or forecasting.
- Experience with cloud platforms, containers, and ML pipelines.
- Knowledge of software engineering practices including testing, code review, CI/CD, and version control.
- Preferred: master’s degree in computer science, machine learning, or a related field.
- Preferred: experience in regulated industries such as medical devices, digital health, or Software as a Medical Device.
- Preferred: experience with physiological or wearable sensor data, personalization, recommendation, or anomaly detection systems.
- Preferred: familiarity with Kafka, Azure Event Hubs, Kinesis, Spark Streaming, HIPAA, and data privacy requirements.
Benefits
- Career development opportunities with an international company.
- Eligible employees may qualify for free medical coverage through the Health Investment Plan PPO medical plan in the next calendar year.
- Retirement savings plan with a high employer contribution.
- Tuition reimbursement, the Freedom 2 Save student debt program, and the FreeU education benefit.
- Work location is Alameda, California, with a standard work shift and no travel stated.
Tech Stack
Categories
About Abbott
Abbott is a NYSE‑listed healthcare company that develops diagnostics, medical devices, nutrition products, and branded generic medicines for clinicians and consumers. Founded in 1888 and headquartered in Abbott Park, Illinois, it sells products in more than 160 countries, including the FreeStyle Libre continuous glucose monitoring system. Revenue comes primarily from product sales to hospitals, clinics, and retail channels.