Job
Description
"Machin Learning( ML) Engineers
You will be a member of the advanced algorithm development group within the IoT Systems group that works on solving cutting edge problems in the area of audio, wireless, vision, and sensors. You will work with domain experts and be responsible for creating ML solutions, handling ML training pipeline and analyzing the performance, and proposing any improvement thereof.
Main Tasks:
We are looking for an exceptional machine learning (ML) engineer for creating advanced ML algorithms to make an impact on the growing Internet-Of-Things (IoT) business.
You will be following the state-of-the-art techniques to create practical ML-based solutions on embedded devices.
A can-do attitude and thinking out-of-the-box are keys to success for this job.
You will be publishing your research findings, and good oral\/written skills are important.
Qualifications:
MS. or Ph.D. degree in electrical engineering, computer science, speech recognition, machine learning, or related fields
3 years of experience with deep learning solution development for speech, image and\/or sensors signal processing
Open source projects and\/or publication record showcasing good understanding of deep learning methods
Experience working on GPU clusters\/training at various scales with strong Python programming background
Experience with data science workflows for tracking data\/models, shell scripting, and Git
Experience with ML frameworks such as TensorFlow, MxNet, and PyTorch
Good team player with great communication skills, where a can-do attitude is MUST
Passionately motivated to take ideas from R&D phase to an actual product
Skills:
Required: Python; Understanding of deep learning methods; Statistics; Signal processing; Research publication records
Preferred: C programming; Matlab; Understanding of DSP architecture.