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Senior Software Engineer in Machine Learning

4 tygodni temu

Warsaw, Polska NOMAGIC sp. z o.o. Pełny etat
About Nomagic

Nomagic sp. z o.o. is a company on a mission to teach robots the real world. We're looking for a Senior Software Engineer in Machine Learning to join our team and help us achieve our goal.

Responsibilities
  • Build and deploy new ML-based approaches to enable using new grippers to expand the range of products handled by our robots.
  • Detecting anomalies like detecting product opening in motion, to know when to ask a human operator for help.
  • Automate data and model retraining pipelines.
  • Build tooling for easy qualitative and quantitative analysis of computer vision model's performance.
  • Evaluate and monitor ML models in production, detect data drifts and other reasons for degraded performance.
Requirements
  • Master's degree in Computer Science, related technical field or equivalent experience.
  • Great problem-solving and software engineering skills, advanced knowledge of one of modern programming languages (we mainly use Python but C++ and Rust are also welcome).
  • 5+ years of experience with delivering components of complex, multistage software systems.
  • Experience with ML frameworks like PyTorch or Tensorflow.
  • Understanding of data-centric approach to training, deploying and monitoring ML models.
  • Fluent communication in English.
What We Offer
  • Play with robots every day.
  • Salary: 20 000 - 30 000 gross UoP + equity.
  • Hybrid mode of work: 2 office days/week.
  • Truly flexible working hours.
  • No late evening calls - the entire team is based in Europe :)
  • English-speaking environment.
Benefits
  • Sharing the costs of sports activities.
  • Private medical care.
  • Sharing the costs of professional training & courses.
  • Flexible working time.
  • Fruits.
  • Integration events.