Machine Learning Researcher

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.

About the role

The role involves improving signal generation by upgrading foundational algorithms, working closely with Data Scientists / Analysts and Machine Learning Engineers to optimally solve new problems.

Responsibilities

• Work to improve signal generation by upgrading the foundational algorithms.
• Work closely with Data Scientists / Analysts and Machine Learning Engineers to optimally solve new problems.

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.