Lead ML Ops Engineer Client of Aventus Global Talent

Employer Active

Posted on 5 Apr

Experience

8 - 13 Years

Education

Any Graduation

Nationality

Any Nationality

Gender

Not Mentioned

Vacancy

1 Vacancy

Job Description

Roles & Responsibilities

You will sit within a high-performing AI squad, working closely with Data Scientists, AI Engineers, and platform teams to bring machine learning models into production at scale.

This role is ideal for someone who thrives at the intersection of engineering, AI, and operational excellence.

Key Responsibilities

  • Own and implement the end-to-end MLOps lifecycle (CI/CD, model registry, monitoring, governance)
  • Design and build CI/CD pipelines for ML systems ensuring secure, scalable deployments
  • Lead model deployment strategies (batch, real-time, streaming) with robust rollback and release controls
  • Establish monitoring & observability frameworks (model performance, drift detection, alerts)
  • Ensure governance, compliance, and audit readiness across ML workflows
  • Drive operational excellence, including incident management, runbooks, and reliability engineering

Desired Candidate Profile

8+ years in MLOps / ML Engineering / Data Engineering / DevOps

Strong experience with ML lifecycle management (MLflow, model registry, versioning)

Proven track record building CI/CD pipelines for ML systems

Hands-on experience with Python, cloud platforms, and production ML environments

Strong understanding of monitoring, observability, and model performance management

Experience working in regulated environments (financial services preferred)

Company Industry

Department / Functional Area

Keywords

  • Lead ML Ops Engineer

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Client of Aventus Global Talent

https://aventusglobal.com/job/4395042450