Role:
Machine Learning Researchers help solve the unsolved. They use their knowledge in mathematics, optimization, and computer science to create new algorithms to solve previously unsolved problems.
What you will do:
You will work to improve signal generation by upgrading the foundational algorithms. You will work closely with Data Scientists / Analysts and Machine Learning Engineers to optimally solve new problems.
Minimum Requirements:
- Strong understanding of data structures and algorithms.
- Strong understanding statistical learning theory.
- Strong understanding of convex or non-convex optimization.
- Experience developing new machine learning algorithms.
- Ability to prove generalization guarantees for some commonly used algorithms.
Plus, but not required:
- Production grade software engineering.
- Domain expertise.
- Published in top machine learning journals or conferences:JMLR, COLT, etc.
Excellent comp package for the right candidate is offered.
