Deep Learning Researcher

A large and established tech company that develops advanced technology for multimedia chipset design and wireless communication. It specializes in DSP technologies for semiconductor and AI industries.

The position involves developing low-power sound processing algorithms that can operate on small devices.

Located in the Sharon region, the company incorporates two days of remote work per week. It employs approximately 500 workers, with around 300 based in Israel.

Requirements-

• PhD in Computer Science, Electrical Engineering, or a related field, with a focus on deep learning, signal processing, or acoustics.
• Two years’ experience as a researcher: Demonstrated experience in developing, training, and deploying TinyML models, with a strong focus on sound processing and sensing applications.
• Strong background in model compression and quantization techniques, with a proven track record of optimizing deep learning models for embedded systems.
• Proficiency in programming languages such as Python, and experience with deep learning frameworks like TensorFlow or PyTorch. • Excellent analytical and problem-solving skills, with the ability to work independently and as part of a multidisciplinary team. Preferred Skills
• Hands-on experience with TensorFlow Lite for Microcontrollers and other TinyML platforms
• Knowledge of audio signal processing techniques and familiarity with sound sensing technologies
• Experience with development of AI models for resource-constrained environments.