JOB AD:
As a Machine Learning Researcher / Engineer you will:
* Innovate & develop state-of-the-art solutions to industry relevant problems in the field of privacy preserving on-device machine learning
* Actively propose and prototype novel research ideas/solutions considering real-world constraints
* Work on complex systems and develop research ideas into production ready software
* Incorporate software engineering practices at both research and development stages
* Have technical responsibility for one or more significant sections of the assigned research project.
* Translate complex functional and technical requirements into detailed design
Required Skills
* PhD degree in Computer Science/Engineering, Electrical Engineering, Mathematics, Statistics, or related disciplines (an equivalent period of industrial experience may be substituted).
* Demonstrated excellent knowledge of fundamentals of machine learning and artificial intelligence: First author publications in top ML/AI conferences/journals (e.g., ICML, NeurIPS, ICLR, CVPR, SysML, IEEE TPAMI, IEEE IoT, IEEE TNNLS, JMLR or similar) on at least one of the following topics:
* Distributed learning and optimization.
* Recommendation systems.
* Graph neural networks.
* AI/ML Security and Privacy.
Demonstrated success:
* Professional software development experience with Python or C/C++ is required.
* Creating comprehensive and well-written documentation.
* Familiarity with software engineering practices and tools such as Git, CI, Agile, etc.
* Experience with programming using machine learning frameworks (e.g., Tensorflow/PyTorch).
* Excellent communication, teamwork and a results-oriented attitude.
* Proficiency in problem solving and debugging.
Desirable Skills
* A proven track record in AI model development and deployment (on embedded or distributed devices is a plus).
* Performing test-driven development.
* Contribution to open source software libraries.