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AI Software Architect

2 months ago

Lund, Skåne, Sweden Deploja Full time

Job Summary:

Deploja is seeking a highly skilled AI Software Architect to design, implement, and optimize machine learning systems. The ideal candidate will have expertise in embedded machine learning, neural network models, and computer vision frameworks.

Key Responsibilities:

  1. Design and Implement Machine Learning Systems: Develop and deploy machine learning models on embedded devices, ensuring scalability, maintainability, and reusability.
  2. Optimize AI Models: Identify and optimize AI models for edge devices, considering constraints and limitations.
  3. Integrate Models with Embedded Systems: Integrate machine learning models with embedded systems, including image sensors and AI frameworks.
  4. Debug and Troubleshoot Complex Issues: Use debuggers to troubleshoot complex issues in embedded systems and AI algorithms.
  5. Collaborate with Open Source Communities: Contribute to open source communities, following best practices for code contribution, issue reporting, and community-driven resources.
  6. Stay Up-to-Date with Industry Trends: Continuously update knowledge on machine learning tools, processes, and emerging technologies.

Requirements:

  1. Embedded Machine Learning Expertise: Strong knowledge of embedded machine learning, including ML tools and processes.
  2. Neural Network Models: Understanding of neural network models and their limitations on edge devices.
  3. Computer Vision Frameworks: Experience with computer vision frameworks, such as TensorFlow, PyTorch, and OpenCV.
  4. Embedded Systems: Working experience with embedded systems, including platforms like Arduino, R-Pi, ARM, ESP32, and Nvidia Jetson.
  5. Programming Languages: Strong skills in programming languages, especially Python, embedded C, and C++.
  6. Version Control Tools: Familiarity with version control tools, such as GitHub and GitLab.
  7. Communication Skills: Good English communication skills, including writing, verbal, and presentation skills.

Preferred Qualifications:

  1. Image Sensor Technologies: In-depth knowledge of various image sensor technologies, including CMOS, CCD, and specialized sensors.
  2. International Environment: Experience working in an international environment with daily communication across time-zones and cultures.

About Deploja:

Deploja is a company that values innovation and collaboration. We are committed to creating a work environment that fosters growth, learning, and teamwork.