Embedded AI Developer/Data Scientist

2 weeks ago


Austin, Texas, United States Ambiq Micro, Inc Full time
Job Overview

Ambiq Micro, Inc is seeking a highly skilled Embedded AI Developer/Data Scientist to join our Endpoint AI team. As a key member of our team, you will be responsible for developing and deploying sophisticated machine learning and deep learning models on highly constrained environments.

The successful candidate will have a strong background in machine learning, deep learning, and software development, with experience in pruning, distillation, and quantization approaches for CNNs and RNNs. They will also have a solid understanding of AI task domains, including audio classification, speech, vision, and time series tasks.

Responsibilities:

  • Develop and deploy machine learning and deep learning models on highly constrained environments
  • Train models using state-of-the-art compression techniques to fit in specific memory, compute, and power envelopes
  • Publish and maintain models in a Model Zoo, including documentation and other assets needed by customers
  • Socialize achievements via conferences, meetups, workshops, and publications

Requirements:

  • Master's degree in computer science or a related field, with at least 2 years of relevant experience
  • Strong background in machine learning, deep learning, and software development
  • Experience with pruning, distillation, and quantization approaches for CNNs and RNNs
  • Experience with AI task domains, including audio classification, speech, vision, and time series tasks

Bonus Qualifications:

  • Past involvement in TinyML or experience with developing and optimizing for TFLite for Microcontrollers
  • Experience with embedded C/C++ environments
  • Experience with compression of attention-based architectures
  • Experience with model-to-binary compilers (IREE, MicroTVM, etc)

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