Overview
Skills
Job Details
Job Title Lead MLOps
Location Columbus, Ohio (Onsite)
Duration 12 Month Contract to hire role
Proper LinkedIn
W2 Role
Job Description
- Has to have Sagemaker or MLflow/metaflow or something similar
- Kubernetes is a must
Responsibilities
* Build and maintain secure, scalable infrastructure for ML model training, testing, and deployment using open-source tools.
* Create reusable deployment templates that standardize the path to production across teams.
* Translate prototype models into resilient, monitored, and observable production systems.
* Implement guardrails and controls that ensure compliance with internal standards (e.g., SR 11-7, ISO 42001).
* Partner with data scientists to simplify onboarding to platform capabilities.
* Establish CI/CD pipelines with hooks for testing, scanning, and validation of model code and artifacts.
* Serve as a technical lead for cross-functional delivery efforts involving model onboarding and platform integration.
Required Qualifications
* 6+ years of experience in software, data, or ML engineering roles.
* Strong hands-on experience with tools like MLflow, Metaflow, Airflow, or similar orchestration frameworks.
* Production experience with Kubernetes, Docker, and Helm.
* Deep understanding of Python and software engineering best practices.
* Experience implementing CI/CD pipelines and infrastructure-as-code in a cloud or hybrid environment.
Preferred Qualifications
* Experience working in regulated industries or environments with strong risk and compliance expectations.
* Familiarity with open-source model monitoring, drift detection, or lineage tools (e.g., Evidently AI, Feast, LakeFS).
* Hands-on experience serving models using KServe, Ray Serve, or Triton Inference Server.
* Familiarity with enterprise security tools like Trivy, Aqua, or Snyk for code and container scanning.
* Exposure to LLM/RAG architecture or GenAI platform integration.
Akshit Sisonia - Sr. Technical Recruiter
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