Machine Learning Engineer

Company: Itsme
Location: New York, New York, United States
Type: Full-time
Posted: 29.MAY.2021
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Summary

Itsme creates high fidelity Avatars that lower the barrier to discovering friendship around the world! Millions of people use Itsme to meet ...

Description

Itsme creates high fidelity Avatars that lower the barrier to discovering friendship around the world! Millions of people use Itsme to meet new people, make lasting connections, and maintain meaningful relationships without the boundaries of physical space.

We're looking for a Machine Learning specialist to join the Itsme team! You'll play a key role in building and shaping key features that millions of Itsme members love and enjoy.


What You'll Do

  • Conceptualize, train, and deploy ML algorithms for Itsme users
  • Work on personalizations by finding ideal friend suggestions for users based on their use of the app
  • Work on moderation by improving our automated moderation system to keep Itsme safe and fun for everyone
  • Use computer vision to improve avatar animation
  • Work on developing ML algorithms on 3D data directly (e.g. Graph/Geometric Deep Learning)
  • Fix bugs, test code or troubleshoot problems in the ML pipeline
  • Collaborate with other engineers, designers and artists to encourage tight cooperation between disciplines.
  • Strive to improve the user experience on all client platforms (iOS, Android, Standalone)

Requirements

  • Strong, proven programming skills
  • Strong knowledge of Python
  • 2+ years of ML/Data Science experience
  • Experience solving NLP or Computer vision problems
  • Self-motivation and willingness to pitch in on many areas of ML development
  • Ability to communicate effectively with artists, designers, and other engineers
  • Knowledge Pytorch or Tensorflow, both for research and deploying at scale

Pluses

  • Knowledge of Java
  • Experience with Elasticsearch or similar search frameworks
  • Up to date on state of the art in ML
  • Have publications in top-tier ML conferences or journals
  • Experience with large-scale datasets
  • Experience with optimizing algorithms to run real-time
  • Experience in recommender systems, face alignment, or 3D computer vision

  • Computer Science, Engineering, Mathematics, Physics, or related degree

 
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