Engineering ML Engineer · Computer Vision

Innovent; Toronto; Hybrid; CAD 110,000 - 170,000; Full time

Benefits offered by this job

Healthcare & retirement plan

4 weeks vacation

Sabbatical after 5 years

Hybrid in-office days Tue/Thu

Job summary

Innovent in Toronto offers a role as an ML Engineer specializing in computer vision. You will build vision pipelines to detect defects on a chemical plant line and track containers in a yard, contributing to national-scale operations.

You will join a small team focusing on the computer vision surface of the Innfini platform, shipped to customers with significant impact, often from a war room or a chemical plant. Hybrid work and an equity-incentivized compensation model are part of the deal.

Qualifications

• 01 Production ML experience — not just research.
• 02 YOLO/Detectron-class detection models tuned per site.
• 03 Camera-to-RFID fusion
• 04 Quantization for edge deployment
• 05 Continuous evaluation against ground truth

Responsibilities

• Build vision pipelines that catch defects on a chemical plant line and track containers in a yard.
• Ship to customers running national-scale operations from a war room or chemical plant.
• Work on the computer vision surface of the Innfini platform as part of a small team.

Skills

Production ML

YOLO/Detectron

Camera-to-RFID fusion

Edge deployment quantization

Ground-truth evaluation

Job description

// Engineering Toronto · Hybrid · Full-time

ML Engineer · Computer Vision

Build the vision pipelines that catch defects on a chemical plant line and track containers in a yard.

// What you'll own

The role

You'll join a small team focused on the computer vision surface of the Innfini platform. The work is product, customer, and consequence — in equal measure. You'll ship to customers running national-scale operations, sometimes from a war room, sometimes from a chemical plant.

Camera-to-RFID fusion

Vision quality eval framework

// What we look for

You

• 01 Production ML experience — not just research
• 02 YOLO/Detectron-class detection models tuned per site
• 03 Camera-to-RFID fusion
• 04 Quantization for edge deployment
• 05 Continuous evaluation against ground truth

// What we offer

The deal.

Competitive base + meaningful equity. Salary bands published internally. Equity that vests over four years with a one-year cliff.

Healthcare and retirement that don't make you read the fine print. Comprehensive medical, dental, vision. 401(k) match (US) and equivalent country plans elsewhere.

4 weeks vacation. Sabbatical at year five. We're a 10-year company on a 30-year problem.

Hybrid, with intent. Tuesday + Thursday in-office at your hub. Heads-down days are protected. Async-by-default for documents, sync for decisions.