Applied Scientist II

UiPath UiPath · Enterprise · Bucharest, Romania · Engineering

Applied Scientist role focused on building, optimizing, and deploying machine learning models, with a strong emphasis on implementing models from academic papers and solving real-world problems in a production environment. The role involves research, model improvement, and making ML accessible.

What you'd actually do

  1. Build and improve modern machine learning models to solve complex ML problems.
  2. Read papers, propose model improvements, implement and test the new models.
  3. Think about the best human-computer interfaces to make machine learning models accessible to everyone.
  4. Run regular benchmarks and perform statistical analysis, draw conclusions on the impact of your research-based optimizations and present your findings to the team.

Skills

Required

  • Python
  • PyTorch, Tensorflow, or JAX
  • implement models from academic papers
  • linear algebra, probability and statistics
  • basic data structures
  • basic algorithms

Nice to have

  • knowledge of the theory behind the models
  • scalable, efficient, and reliable in production techniques

What the JD emphasized

  • implement models from academic papers

Other signals

  • build, optimize and deploy machine learning models
  • implement models from academic papers
  • solve real world problems with techniques that are scalable, efficient, and reliable in production