Senior MLOps Engineer (Hybrid)

About the Role

Key Responsibilities

• Build and manage the systems that support deployment, monitoring, and scaling of ML models in production.
• Implement tooling for model versioning, A/B testing, rollback, and automated retraining triggers.
• Set up and maintain observability infrastructure to detect drift, failures, and performance degradation.
• Define and evolve CI/CD pipelines tailored to ML artifacts (e.g., models, features, configs).
• Ensure strong data and model governance, particularly in compliance with healthcare regulations.
• Collaborate with platform engineers to integrate training outputs into deployment-ready services.
• Help shape best practices for ML reliability, reproducibility, and traceability at scale.

Requirements

• 5+ years of experience in MLOps, DevOps, or production ML engineering.
• Deep familiarity with AWS services (especially SageMaker, ECR, Lambda, CloudWatch, Step Functions).
• Proficiency with containerization (Docker), orchestration (ECS or Kubernetes), and CI/CD with GitHub Actions or AWS CodePipeline.
• Comfortable integrating with Snowflake and using dbt-modeled data.
• Strong software engineering skills in Python, and experience with ML tooling ecosystems.
• Clear understanding of model deployment challenges.
• Comfort working cross-functionally in a small team, startup-paced environment.

Nice to Have

• Experience in regulated domains (HIPAA, PHI), or in healthcare systems.
• Familiarity with ML monitoring tools (e.g., SageMaker Model Monitor, WhyLabs, Evidently, or custom setups).
• Experience with feature pipelines and data validation in production environments.
• Prior exposure to infrastructure-as-code (Terraform, CDK).

Qualifications

• Experience with cloud services, containerization, orchestration, and CI/CD tools.
• Proficiency in Python and ML tooling ecosystems.
• Understanding of model deployment challenges.

Benefits & Perks

• Competitive salary, equity grant, generous paid time off.
• Comprehensive benefits package including medical, dental & vision insurance with 100% of monthly premium covered for employees.
• Company-sponsored 401k plan.
• Flexible working arrangement.