Manager, Deep Learning Algorithms

NVIDIA NVIDIA · Semiconductors · Warsaw, Poland +1 · Remote

Manager to lead engineering activities for productizing Deep Learning models, focusing on implementing and optimizing state-of-the-art algorithms for GPU-accelerated platforms. The role involves leading a team, collaborating with internal partners on roadmap development, and deploying training and inference workloads.

What you'd actually do

  1. Plan, schedule, mentor, and lead the execution of projects and activities of the team. Including creating, optimizing, and deploying training and inference DL workloads.
  2. Collaborate with internal customers to align priorities across business units
  3. Coordinate projects across different geographic locations
  4. Grow and develop a world-class team
  5. Travel to conferences, other sites, or visit customers occasionally

Skills

Required

  • BSc, 8 years related of overall experience, including 3 years of management/leadership experience
  • Experience leading multiple software engineering projects
  • Strong algorithms and DL skills or experience
  • Excellent programming, debugging, performance analysis, and test design skills
  • Great communication

Nice to have

  • Experience with inference of DL models
  • Experience doing performance analysis and tuning
  • Exposure to HW architecture, ideally accelerators, and to numerical software
  • Project management tools (e.g. JIRA, Microsoft Project)

What the JD emphasized

  • Ability to work in a multifaceted, product-centric environment is required
  • excellent interpersonal skills are also a requirement

Other signals

  • productizing Deep Learning models
  • implement and improve the latest algorithms
  • roadmap development of highly optimized novel and state-of-the-art numerical, analytics, and deep learning algorithms
  • GPU-accelerated DL platform
  • deploying training and inference DL workloads