Cloud Infrastructure Engineer for Machine Learning Operations

7 days ago


Saskatoon, Saskatchewan, Canada International Road Dynamics Inc Full time

At International Road Dynamics Inc, we are seeking an experienced Cloud Infrastructure Engineer to lead our machine learning operations team. As a key member of our technology team, you will play a crucial role in enhancing our development and delivery infrastructure to support both traditional software development and machine learning workflows.

About the Role

The successful candidate will be responsible for designing, implementing, and managing robust CI/CD pipelines to facilitate seamless code integration and deployment, as well as machine learning model releases. Additionally, they will develop and maintain automated solutions for infrastructure provisioning and management, ensuring consistency and scalability, and model versioning.

This role requires expertise in integrating various DevOps tools and ML frameworks (e.g., TensorFlow, PyTorch) to create a cohesive, efficient development, and machine learning environment. The ideal candidate will also have experience with MLOps and developing ML pipelines, including model training, validation, and deployment.

Key Responsibilities
  • Design and implement CI/CD pipelines for software and ML model releases
  • Develop and maintain automated solutions for infrastructure provisioning and management
  • Integrate DevOps tools and ML frameworks for a cohesive development environment
  • Ensure model development adheres to best practices like versioning, auditability, and data security
  • Monitor system performance and resolve issues promptly
Requirements

To succeed in this role, you will need:

  • Bachelor's degree in Computer Science, Computer Engineering, or a related field
  • 1-3 years of experience in a DevOps role or similar position
  • Experience with MLOps and developing ML pipelines, including model training, validation, and deployment
  • Basic scripting skills in Python, Bash, or similar languages
Benefits

We offer a competitive salary range of $120,000 - $180,000 per annum, depending on experience, as well as health and dental plans, retirement plans, and opportunities for professional growth and development.



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