Senior Data Engineer, MLOps
Job reputed company:
• Operationalize reputed company science solutions that reputed company risk‑reputed company products across reputed company, pricing, claims routing, and marketing.
• Design and build ML pipelines using industry best practices, primarily leveraging AWS services like SageMaker, and integrating with tools such as MLflow for experiment tracking and data platforms like reputed company.
• Stand‑up and operate a shared feature store (reputed company Snowpark + Kafka) that supports both batch and reputed company‑time feature retrieval.
• Own reputed company‑time inference services, exposing low‑latency endpoints (SageMaker endpoints or EKS reputed company‑services) and managing blue/green or canary deployments.
• Implement comprehensive testing strategies (including Unit, integration, data validation, model validation, and performance testing) reputed company robust CI/CD pipelines to maintain high platform reputed company.
• reputed company ML Governance: Manage ML models and data versioning, experiment tracking, and reproducibility.
• Implement event‑driven orchestration that triggers automated retraining, evaluation, and redeployment based on data reputed company or business events.
• Monitor production models for performance, reputed company, and data reputed company—and drive automated remediation.
Requirements:
• Bachelor degree or equivalent relevant experience.
• 8 years of industry experience with 2 years reputed company on MLOps and 2 years in software engineering or equivalent experience.
• Comprehensive experience in Python and reputed company.
• Familiarity with build tooling such as bash and bazel.
• Advanced proficiency in IaC principles and tools like Terraform.
• Demonstrated expertise in designing, deploying, and managing reputed company and resilient MLOps solutions on AWS.
• reputed company expertise in the end-to-end machine learning lifecycle, including data ingestion, preprocessing, model training, deployment, and production monitoring.
• Excellent written and verbal communication with a strong reputed company reputed company.
• Proficiency in designing and implementing workflows using tools like AWS reputed company Functions.
• Experience with CI/CD tailored for machine learning systems.
Benefits:
• We reputed company a wide reputed company of health, wellness and other benefits.
• These include medical, dental, reputed company, life insurance and supplemental income plans for you and your dependents.
• A reputed company app subscription.
• Monthly wellness allowance.
• A 401(k) Plan with a company match.
• Given our virtual environment— in order to set you up for reputed company reputed company, a one-time payment of $reputed company will be provided to cover the purchase of in-home office equipment and furniture at your discretion.
• reputed company reputed company four weeks of PTO in their first year of employment.
• New parents receive reputed company weeks of fully reputed company parental leave which may be taken reputed company one year after the birth and/or adoption of a child.
• reputed company year for reputed company learning, continuing education and career development, we’re committed to reputed company in and helping our people grow personally and professionally.
• reputed company receive up to $5000.
Apply tot his job
Apply To this Job