Senior Backend Engineer, AI Platform & MLOps

Cresta; Toronto; Remote; CAD 140,000 - 210,000; Full time

Benefits offered by this job

Medical, dental, and vision plans

Paid parental leave

Monthly health & wellness allowance

Work-from-home office stipend

Lunch reimbursement

PTO: 3 weeks in Canada

Job summary

A leading AI solutions company is hiring an ML Engineer in Toronto, Canada. In this role, you will design and maintain serving stacks for machine learning models and automate training pipelines using Kubernetes. Candidates should have solid experience with Python and knowledge of ML infrastructures. Join a team committed to deploying innovative AI technologies and enjoy perks like medical benefits, paid parental leave, and monthly wellness allowances.

Qualifications

• 5+ years writing production software; 2+ years focused on ML platform or infra.
• Proven experience with one or more serving frameworks (e.g., vLLM, Triton, TorchServe).
• Culture of rigorous testing, code review, and continuous delivery.

Responsibilities

• Design, build, and maintain low-latency serving stacks for ML models.
• Orchestrate data prep, training, and evaluation workflows on Kubernetes.
• Profile and tune throughput, memory, and cost efficiently.

Skills

Python (async, typing, packaging, performance)

Golang (systems components)

Distributed systems

Kubernetes

Tools

Kubernetes

Terraform

Triton

Job description

A leading AI solutions company is hiring an ML Engineer in Toronto, Canada. In this role, you will design and maintain serving stacks for machine learning models and automate training pipelines using Kubernetes. Candidates should have solid experience with Python and knowledge of ML infrastructures. Join a team committed to deploying innovative AI technologies and enjoy perks like medical benefits, paid parental leave, and monthly wellness allowances.