Machine Learning Engineer
Saavor Inc
Machine Learning Engineer (Computer Vision)
Type: Full-time ( Remote / Hybrid)
Team: AI / Machine Learning
About the role
We build computer vision systems that run in live production, where models have to hold up under real conditions and real usage. We're looking for a machine learning engineer to join the team and work closely with our other ML and Robotics engineers.
It's a hands-on job. You'll spend your time getting models to work in production, not just on a benchmark.
What you'll do
- Train, fine-tune, and evaluate computer vision models.
- Improve the data side of the pipeline: curating datasets, catching quality problems, and building the checks that keep accuracy up.
- Get models from a working experiment into production, then keep them running and monitored.
- Build the tooling around the models, including monitoring, evaluation, and automation.
- Keep an eye on the cost and performance of our ML infrastructure and improve both.
- Track down why a model is misbehaving in production, find the root cause, and fix it so it stays fixed.
What we're looking for
- Around 2 to 3 years building and shipping ML systems.
- Strong Python and real fluency in a deep learning framework.
- A working grasp of computer vision fundamentals.
- Experience with cloud platforms (AWS or similar) and containerized workflows.
- A data-first instinct.
- Enough drive and judgment to take a problem and own it as you grow into the role.
- Comfortable working with a distributed team and writing things down clearly
Nice to have
- You've taken models to production before and kept them healthy over time.
- You know your way around MLOps: pipeline automation, model versioning, monitoring.
- You've worked with large, messy datasets from the real world.
- You've optimized cloud cost and performance.
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