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Embedded System Engineer

Embedded System Engineer

Xpert Directbarcelona, España
Hace 24 días
Descripción del trabajo

We are recruiting on behalf of a client for an Embedded Vision ML Engineer with expertise in TinyML and low-power computer vision to work on projects involving gesture recognition and real-time image processing on constrained devices. The ideal candidate has experience with ultra-low-power image sensors (e.g., Himax HM01B0 ) and deploying lightweight ML models using frameworks like TensorFlow Lite, QKeras, or Kendryte K210’s KPU .

Responsibilities include :

  • Developing and optimizing TinyML-based gesture recognition and low-power computer vision models
  • Working with ultra-low-power image sensors such as the Himax HM01B0
  • Deploying and maintaining models on embedded platforms using frameworks like TensorFlow Lite, QKeras, or Kendryte K210’s KPU
  • Implementing quantization-aware training and model compression techniques
  • Handling real-time image processing under power and performance constraints

Qualifications :

  • Experience developing vision models on embedded platforms
  • Skills in quantization-aware training, model compression, and deployment of lightweight ML models
  • Familiarity with ultra-low-power sensors and constrained hardware environments
  • Knowledge of TinyML toolkits and frameworks such as TensorFlow Lite, QKeras, or Kendryte K210 SDK
  • Ability to troubleshoot and optimize embedded vision pipelines
  • Preferred qualifications :

  • Experience with ultra-low-power image sensors and embedded camera hardware
  • Understanding of real-time embedded system constraints and optimization strategies
  • Contributions to open-source TinyML or embedded vision projects
  • Experience with low-latency computer vision applications on constrained devices
  • Additional details :

  • Seniority level : Mid-Senior level
  • Employment type : Full-time
  • Industry : Semiconductor Manufacturing
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