Inovalon logo
Inovalon

Empowering data-driven healthcare for payers, providers, pharmacies, and life sciences organizations.

MLOps Engineer

Machine Learning EngineerMachine Learning EngineerFull TimeRemoteLeadTeam 1,001-5,000H1B SponsorCompany SiteLinkedIn

Location

United States

Posted

1 day ago

Salary

$151.8K - $202K / year

Seniority

Lead

Bachelor Degree8 yrs expEnglishAWSDockerKafkaKubernetesPythonPy TorchScikit LearnSQLTensorflowTerraform

Job Description

• Design, implement, and maintain CI/CD pipelines for ML models and data workflows using AWS-native services and infrastructure-as-code. • Operationalize models built on SageMaker, Bedrock, and Snowflake Cortex, including feature pipelines, training, batch/real-time inference, and monitoring. • Build and manage data pipelines and feature stores using services such as AWS Glue, Lambda, Step Functions, and Snowflake. • Implement observability for ML systems (logging, metrics, tracing, drift/quality monitoring) and establish SLOs/SLAs for production ML services. • Automate environment provisioning, configuration, and dependency management across dev, test, and production. • Partner with security and compliance teams to ensure ML workloads meet healthcare, privacy, and regulatory standards (e.g., HIPAA). • Collaborate with ML engineers and data scientists to productionize notebooks and prototypes into robust, maintainable services. • Contribute to best practices, standards, and documentation for ML platform and operations across the organization.

Job Requirements

  • 8+ years of experience in software engineering, data engineering, or ML engineering with at least 4+ years focused on MLOps or ML platform work.
  • Strong proficiency with Python and experience integrating ML libraries or frameworks (e.g., scikit-learn, TensorFlow, PyTorch) into production workflows.
  • Hands-on expertise with AWS services relevant to MLOps: SageMaker, Bedrock, IAM, CloudWatch, ECR, ECS/EKS or Lambda, S3, Step Functions, and Glue.
  • Experience with Snowflake (including Snowflake Cortex), SQL, and building secure, performant data pipelines into and out of Snowflake.
  • Proficiency with CI/CD tools (e.g., GitHub Actions, GitLab CI, CodePipeline) and infrastructure-as-code (e.g., Terraform, CloudFormation, CDK).
  • Familiarity with containerization and orchestration (Docker, Kubernetes) and event streaming tools (e.g., Kafka) is a plus.
  • Knowledge of software engineering best practices, including testing, code reviews, version control, and design for reliability and scalability.
  • Experience in regulated domains or with healthcare data standards and regulations is a plus (e.g., HIPAA, FHIR, HL7).

Benefits

  • Health insurance
  • Life insurance
  • Company-paid disability
  • 401k
  • 18+ days of paid time off

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MLOps Engineer

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Empowering data-driven healthcare for payers, providers, pharmacies, and life sciences organizations.

Machine Learning Engineer2 days ago
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As an ML Ops Engineer, you will design, build, and operate the infrastructure and tooling that power end-to-end ML workflows on AWS, including SageMaker, Bedrock, and Snowflake Cortex. You will partner closely with data scientists, ML engineers, and platform teams to ensure model...

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