Machine Learning Engineer

A multidisciplinary stealth-mode startup developing a revolutionary platform for understanding and modeling human communication, combining Speech, Audio, Computer Vision, Physics-informed Modeling, and LLMs.

Located in central Israel near the train, the company has around 100 employees working on-site and has secured a significant Seed investment from international investors.

The role-

• Part of the CTO’s research team, focusing on developing and implementing advanced Speech and Audio algorithms.
• Work with state-of-the-art ASR, Audio Enhancement, and NLP techniques.
• Process unique audio datasets and develop new models and metrics to evaluate voice communication quality.
• Assess feasibility for running models on hardware (on-device AI).
• Combine theoretical research, applied development, and improvement of existing models.
• Collaborate closely with software and data teams to bring research into production.
• Technologies and methods include Speech Recognition, Audio Signal Processing, ASR, Audio Enhancement, NLP, Deep Learning, PyTorch, TensorFlow, On-device AI, Model Compression, Research-to-Production.

Requirements-

• 5 years of experience in Machine Learning.
• Experience with Signal Processing (SP) and Computer Vision.
• Experience in Deep Learning.
• Experience with Speech, Audio, and ASR.

147709