ML Engineer / AI Operations-2

Morristown, New Jersey 07960 Posted April 4th, 2026 Looking for more job opportunities? Click here! Job Type: Full Time Job Category: IT Job Description **Job Title** : **ML Engineer \- AI Operations** **Location** : **Morristown, NJ (Onsite)** **Fulltime** **Skill: ML Engineer \- AI Operations** **Key responsibilities:** **Own and operate CI/CD for existing ML services across dev/test/prod; standardize blue/green and canary releases with automated rollbacks.** **Run model/data drift and performance monitoring with SLAs; define alerts, thresholds, and retraining triggers.** **Build and maintain production dashboards, alerts, and incident workflows; codify on\-call runbooks and escalation paths.** **Partner with onshore model owners to diagnose metric degradation and land mitigations aligned to governance and controls.** **Provide day\-to\-day L2/L3 support for production ML: triage, root\-cause analysis, permanent fixes, and post\-incident reviews.** **Own operational documentation: runbooks, standard operating procedures, and recurring health checks.** **Coordinate hotfixes and safe rollbacks with onshore teams; verify recovery via automated smoke tests.** **Harden and productionize research notebooks into maintainable, testable services with CI, unit/integration tests, and linting.** **Operate and evolve model\-serving APIs and batch scoring jobs; integrate with enterprise schedulers and data platforms.** **Ensure models are fully integrated into CI/CD, observability, and monitoring stacks; enforce traceability with experiment and model registries.** **Validate successful delivery of model outputs to apps, chatbots, reports, and downstream systems with contract tests and data quality checks.** **Required Skills:** **Git/GitLab, Python, SQL, MLflow, Power BI, Snowflake.** **OLAP/OLTP data modeling and architecture.** **API frameworks (FastAPI/Flask), and** **Nice to have:** **Modern ELT tools (Fivetran/Airbyte).** **Streaming/real\-time data pipelines (e.g., Kafka, Kinesis, Redpanda).** **Production ML service operations experience (experience in broader full\-stack environments is a plus.** Required Skills DEVOPS ENGINEER SENIOR EMAIL SECURITY ENGINEER