Boston AI Institute

bostonaiinstitute.com

The Math & Algorithms Group at Nokia Bell Labs is looking for a full-time machine learning researcher at Murray Hill, NJ. The group performs research in a spectrum of topics that combine foundational work on algorithms with novel solutions for challenging optimization, classification, and decision problems. Our recent work includes the development of quantum error correcting codes, MIMO audio echo cancellers, random matrix theory, massive MIMO systems, structure learning, (deep) autoencoders, customized language models, depth separation in DNNs and numerous novel applications.

What you will learn and contribute to
Design and develop algorithms for new communication and machine learning applications
Develop information theoretic bounds for various classification and regression tasks in both supervised and unsupervised learning contexts
Help make AI/ML methods better aligned with theory
Create novel applications of AI/ML tools to communication problems

Your skills and experience
A PhD in CS, EE, Applied Math, OR and related fields
Ability to write papers and make presentations of highly technical material
Interest in a broad collection of topics
Experience in applying theoretical tools to practical problems
Experience in collaborative research
Keen to learn new methods and tools
Familiarity with basic tools such as Matlab, Mathematica, Python scripts/libraries, ML tools such as Tensorflow, etc.
For details and to apply, please go to https://careers.nokia.com/jobs/machine-learning-algorithms-researcher-79501