DevOps Engineer

HRBrain

CONTRACT
Canada
Posted 3 weeks ago

We are looking for a DevOps Engineer! Reach out if you are interested and feel free to refer friends/colleagues!

 

Type of Employment: Contract
Title: DevOps Engineer
Term: 6-month – 37.5 hours
Location: Remote
Job ID number: C1010

 

Brief description of duties:

 

  • Build MLOps pipelines to support experimentation, continuous integration, deployment (CI/CD), verification, validation, and monitoring of ML models in production
  • Collaborate with teams to drive the ML technical roadmap
  • Collaborate with Machine Learning Engineers, Cloud Engineering and Product Managers to develop tools to support experimentation, training and production operations
  • Build and maintain data pipelines using tools like Hadoop, Python, API Gateway, SageMaker, ECS/EKS, Fargate Lambda, Airflow, CloudWatch, AWS CDK
  • Offer support and troubleshooting assistance for the ML pipeline, while continuously improving stability along the way
  • Build and maintain systems employing an Infrastructure-as-Code approach
  • Own the AWS stack which comprises all ML resources
  • Establish standards and practices around MLOps, including governance, compliance, and data security
  • Collaborate on managing ML infrastructure costs

 

 

MUST haves:

 

  • 2+ years of experience with ML infrastructure and ML DevOps
  • 4+ years of overall engineering experience in distributed systems and data infrastructure
  • 3+ years experience coding in Python (preferred)
  • Experience working with ML engineers to build tooling and automation to support the entire ML engineering lifecycle, from experimentation to production operations
  • Experience with Kubernetes and ML CI/CD workflows
  • 3+ years experience with AWS or other public cloud platforms (GCP, Azure, etc.)
  • Excellent verbal and written communication skills.

Job Features

Job CategoryDevOps Engineer
ML infrastructure and ML DevOps2+
Engineering experience in distributed systems and data infrastructure4+
Python3+
AWS or other public cloud platforms (GCP, Azure, etc.)3+

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