דרושים בתחום אלגוריתמים

Our algorithm team deals with a variety of challenges associated with training DL models on the edge. We believe in “diving deep” into our solutions and many of our discussions end up in scribbling equations on the board.
Some of the cool research topics we’re working on: Federated Learning, Model Compression, Online Learning, NON-IID data distributions, Differential Privacy etc.
As a researcher on the algorithm team, you will be given complicated problems to research and will be expected to lead the research process from the phase of literature review right up until the integration of the solution into the system. Our algorithm framework sits at the core of the Edgify product, and as part of the job you’ll be expected to participate in the development and improvement of the framework.

Requirements
MSc / PhD in Computer-Science, EE, Physics, Mathematics (or similar).
2+ years of experience in ML/DL/CV development. Academic experience may be considered only in the case of hands-on research in DL with a relevant framework (see below).
Strong Python development skills.Familiarity with one of the major DL frameworks: PyTorch /TensorFlow / MXNet.
Advantage: C++ development skills.

Design software architecture and modular software components
Provide input to the project schedule and report status against schedule
Mentor and coach 3-4 researchers

MS.c in Engineering/Signal Processing, related discipline or equivalent experience
High level of expertise in Matlab/Python – Must
5+ experience in managing SW & Researchers team
Qualifications
Prior experience with physiological signals processing like ECG, EEG, PPG – MUST
5+ years of Signal Processing experience
5+ years of software program leadership experience
Strong mathematical background
Strong analytical skills, including expertise in the modeling and analysis of data
Excellent verbal and written documentation and communication skills
Time management skills with the ability to manage multiple priorities
Strong ability to influence individuals and groups
Knowledge of good architectural design methodologies and patterns
Prior experience with embedded devices
Prior experience with Real-time OS
Prior Agile development environment experience