PhD Machine Learning Researcher

LEE GARRETT ENTERPRISES.LLC
Los Angeles, CA, United States
5 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Job source

Tech stack

Computer Programming Data Mining Machine Learning Recommender Systems Tensorflow Pytorch Deep Learning Kaggle Information Technology AISTATS

Job description

Role Overview: We are on the lookout for talented individuals who can employ a range of deep learning and machine learning techniques to model diverse datasets. The successful candidate will uncover patterns, seek inherent logic within data, and continuously refine models to achieve optimal performance.

What you’ll do:

  • Implement various deep learning and machine learning techniques for data modeling.
  • Identify data patterns and intrinsic logic, ensuring continuous model optimization.

Requirements

Graduates from top-tier universities, with Ph.D. degrees in Computer Science, Mathematics, Statistics, Physics, or other STEM fields.

  • Outstanding programming skills with proficiency in Pytorch/Tensorflow. Able to swiftly develop and deploy cutting-edge deep learning models using one of these frameworks. Possesses the innovative capacity to refine and optimize models.

  • Prior achievements in various academic competitions are preferred, especially with distinguished performance in renowned machine learning competitions like Kaggle.
  • Publications in international top-tier conferences or journals in the fields of machine learning, data mining, recommendation systems, etc., including but not limited to NIPS, KDD, CVPR, ICML, ACL, AAAI, COLT, AISTATS, WWW, SIGIR, and IJCAI, will be a distinct advantage.

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