Senior AI/ML Engineer: Glucose Insights at Scale

Abbott; United States; Presencial; USD 114.000 - 228.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Free medical coverage

Retirement plan with strong employer"s

Tuition reimbursement

FreeU education benefit

Descripción de la vacante

Abbott is seeking a Senior AI/ML Engineer to productionize glucose-related models and deploy scalable cloud services. You will bridge research outputs with product teams, collaborating with data scientists, platform engineers, and product managers.

You will implement time-series models, optimize code for performance, and build real-time and batch inference pipelines with clear latency and cost targets. This role offers exposure to regulatory considerations and cross-functional collaboration.

Formación

• Bachelor's degree in computer science or a related field.
• Minimum 8 years of software or ML engineering experience, including 3+ years deploying ML models to production.
• Strong proficiency in Python and ML frameworks such as PyTorch, TensorFlow, or scikit-learn.
• Experience with time-series modeling or forecasting in production.
• Experience with cloud platforms, containers, and ML pipelines.
• Solid software engineering practices: testing, code review, CI/CD, and version control.

Responsabilidades

• Productionize time-series and personalization models for glucose insights, from prototype to scalable, monitored 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 for agents.
• Build and maintain feature pipelines on the ML platform using sensor, meal, activity, and user context data.
• Handle real-world sensor challenges, including missing data, noise, calibration drift, and sensor warm-up periods.
• Contribute to design reviews, verification activities, and technical documentation in compliance with government and corporate regulations.
• Proactively identify problems or areas for improvement and resolve issues.

Conocimientos

Python

PyTorch

TensorFlow

scikit-learn

Time-series modeling

Cloud platforms

Containers

CI/CD

Testing

Version control

Educación

Bachelor's degree in computer science or related field

Herramientas

Kafka

Azure Event Hubs

Kinesis

Spark Streaming

Descripción del empleo

Abbott is seeking a Senior AI/ML Engineer to productionize glucose-related models and deploy scalable cloud services. You will bridge research outputs with product teams, collaborating with data scientists, platform engineers, and product managers.

You will implement time-series models, optimize code for performance, and build real-time and batch inference pipelines with clear latency and cost targets. This role offers exposure to regulatory considerations and cross-functional collaboration.