6 months ago
Remote, WorldwideMid Level
Responsibilities
- Build and maintain CI/CD pipelines for machine learning, including automated testing, model deployment, and version control.
- Deploy machine-learning models as scalable APIs and microservices while meeting clinical performance and latency requirements.
- Monitor model performance, data drift, and production system health.
- Develop and optimize ETL pipelines for healthcare data using FHIR and HL7, and maintain feature stores and data layers.
- Integrate machine-learning outputs with core healthcare applications in collaboration with backend teams.
- Write clean, maintainable, documented Python code and participate in code reviews.
- Package and orchestrate machine-learning workloads across environments using Docker and Kubernetes.
- Ensure data handling and deployments comply with HIPAA and HITRUST security standards.
Requirements
- Bachelor’s or master’s degree in computer science, software engineering, data engineering, or a related field.
- 3–5 years of professional software engineering or data engineering experience, including at least two years focused on machine-learning production environments.
- Strong Python proficiency and familiarity with SQL; knowledge of a compiled language such as Go or Java is a plus.
- Hands-on experience with at least one major cloud provider—AWS, Azure, or GCP—and Docker containerization.
- Familiarity with PyTorch or Scikit-learn and MLOps tools such as Airflow, Prefect, BentoML, or Kubeflow.
- Experience with data-processing frameworks such as Pandas, Spark, or dbt.
- Familiarity with deploying large language models or using LangChain is an additional qualification.
- Experience in a regulated environment and understanding of API design and microservices architecture are additional qualifications.
Benefits
- Remote work location.
- Travel may include up to 10% domestic travel.
- Company-paid and coordinated onsite onboarding at a designated company location for applicable new hires starting October 1, 2025 or later.
- Solventum offers programs supporting physical and financial well-being, along with competitive pay and benefits.