ML Ops and DevSecOps Engineer

  • Santa Clara, CA
  • Posted 5 days ago | Updated 5 days ago

Overview

On Site
$60 - $70
Contract - W2
Contract - 6 Month(s)

Skills

MLOPS
DevSecOps
DevOps
CI/CD

Job Details

Job Description: Senior Engineer -MLOpsand DevSecOps

We're on the lookout for a Senior Engineer with expertise inMLOpsand DevSecOps. The role demands a solid grasp of machine learning operations, DevSecOpspractices, and integrating security within the CI/CD pipeline. Candidates should possess a robust software engineering background, automation skills, and a zeal for enhancing system reliability and security.
Key Responsibilities:
MLOps:

* Develop scalable, reliable MLinfrastructure.
* Automate MLmodel deployment, monitoring, and management.
* Implement data versioning, model training, and experimentation best practices.
* StreamlineMLworkflow in collaboration with engineers.
* Optimize model reproducibility and performance.
DevSecOps:
* Integrate security into the CI/CD pipeline.
* Perform security audits and vulnerability assessments.
* Manage tools like static code analysis, SAST, and Trivy.
* Enforce security standards with development teams.
* Develop dashboards for pipeline health and security metrics monitoring.
CI/CD:
* Design and maintain robust CI/CD pipelines.
* Optimize build processes for efficiency.
* Implement Continuous Build and Test strategies.
* Automate testing, deployment, and monitoring with GitHub Actions.
* Analyze and act on pipeline performance metrics.

Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.