1d ago

Machine Learning Engineer

Montreal, QC

โœจ $120k-$160k / yearest.

full-timesenior Remotehealthcare

๐Ÿ›  Tech Stack

๐Ÿ’ผ About This Role

You'll own and improve the model training and deployment pipeline using DVC and GCP, ensuring models are robust, traceable, and reliable in production. You'll work on real-world biological data to translate analytical findings into concrete improvements. Join a mission-driven startup pioneering continuous hormone monitoring.

๐ŸŽฏ What You'll Do

  • Own and improve ML training and deployment pipeline with DVC and GCP
  • Develop reproducible training workflows and safe deployment strategies
  • Perform error analyses, calibrations, and model performance investigations
  • Translate analytical findings into concrete model and pipeline improvements

๐Ÿ“‹ Requirements

  • 5+ years building and deploying ML systems in production
  • Python programming and cloud environment experience
  • Rigorous approach to reproducibility and operational reliability
  • Experience with real-world, noisy data and signal extraction

โœจ Nice to Have

  • Experience with DVC, GCP, or ML pipelines (MLflow, Metaflow)
  • Model monitoring in production for drift and regressions
  • Familiarity with multimodal learning (images and tabular data)

๐ŸŽ Benefits & Perks

  • ๐Ÿฅ Health insurance (medical, dental, vision)
  • ๐Ÿ–๏ธ Flexible schedule and vacation
  • โ™จ๏ธ Unlimited access to Bota Bota spa
  • ๐Ÿš€ High impact at early-stage startup
  • ๐Ÿค Small, diverse team (<25 people)

๐Ÿ“จ Hiring Process

Estimated timeline: 2-4 weeks ยท AI estimate

  1. 1Apply via linkยท 5 min
  2. 2Recruiter screenยท 30 min
  3. 3Technical interviewยท 60 min
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