Senior ML Engineer

polyn.ai is a fabless semiconductor startup company with offices in Israel and UK. Out technology provides conversion of trained Neural Networks into Tiny AI silicon chips with ultra-low power consumption, low latency and small size. What is very special about our tech is that our chips do analog computations, not digital. This allows us to greatly reduce chip size and power consumption, and, for some types of sensors, also get rid of ADC signal transformations.

We are a motivated team of  40+ people distributed between Israel, UK and some other locations. We work remote and offer following position regardless of your place of residence.

Senior ML Engineer
4000-6000 EUR

As a Senior ML Engineer you will mostly participate in the development of internal products comprising on-the edge ML-based processing of timeseries signals. We are primarily focused on such applications as voice processing (VAD, KWS, WWD), industrial sensors, human activity recognition and PPG. Such tasks usually run under low power restrictions and require multiple fine-tuning optimizations. Typical job tasks involve data analysis, architecture and training pipeline design, researching state-of-the-art solutions for complex ML problems, validating external solutions with internal validation pipelines, and micro-optimization using our in-house frameworks.

Requirements:

• 4+ years of commercial software development
• 1.5+ years working in a team on a shared Python codebase
• Good knowledge of math, linear algebra, optimization methods, signal processing, algorithm theory
• Solid experience with ML frameworks, NN training and architectural patterns
• Decent knowledge of Linux, bash
• English – good reading/writing skills

Masters or PhD degree is a plus

• Legal full-time contract with Russian subsidiary or Contractor agreement with UK company. 
• Remote work with flexible hours, except for in-person team meetings (3-4 days, several times a year)