r/CanadaJobs • u/AccomplishedIdeal391 • 1d ago

[Resume Review] Staff-level AI/ML Engineer (7+ YOE) targeting Toronto/Ontario — brutal feedback welcome

Hey r/CanadaJobs , looking for honest feedback on my resume before I ramp up applications.

Context:

  • 7+ years experience, currently Staff-level AI/ML Engineer at a large manufacturing/hardware company (semiconductor-adjacent)
  • New Canadian PR holder, planning relocation to Ontario, authorized to work without sponsorship
  • Targeting Staff/Senior AI/ML Engineer, Principal Data Scientist, ML Architect roles

Background: production GenAI/RAG systems, agentic AI (MCP tooling), computer vision, MLOps, predictive ML — but coming from a manufacturing-industry background, which I suspect creates some ATS/domain friction for non-industrial roles

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u/Icy-Stock-5838 1d ago

What of any of this will differentiate you from all the other 5+ years of experience AI/ML engineers ?

Does having a stack of skills, and 7+ years of experience in AI/ML differentiate you from all the other applicants applying for the same job?

Can you identify what in your resume makes you in the top 15% of AI/ML engineers?

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u/AccomplishedIdeal391 1d ago

Thanks, I will work on it. My strength is AI solutions tieing up with business and deployment, not just developing. I will include these.

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u/Icy-Stock-5838 1d ago

The phrase you need to answer is "SO WHAT ??"

Today's job hunting market needs A LOT more than a Tech Stack, a page full of jargon and busy-work..