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Software Developer with ML Background

Unikie Abu Dhabi, United Arab Emirates Posted: 29 Apr 2024


  • Salary unspecified
  • Zero income tax location


  • Apply from abroad


  • Experience: Senior
  • English: Professional


  • Skills Required:
    • C++
    • Buutcamp
    • Machine Learning
    • PyTorch
    • MLOps

Job Description

The Software Developer will be responsible for the following:

  1. Integration of Machine Learning Models: Leverage extensive experience in PyTorch, quantization techniques, and embedded system programming to integrate machine learning models into the designated software stack. Ensure models are optimized for real-time processing and prediction on embedded devices.
  2. Data Management: Manage and structure datasets required for model validation and operation within production environments. Ensure adherence to data integrity and compliance with data protection standards.
  3. Optimization for Embedded Systems: Adapt and fine-tune machine learning models using C and C++ to enhance performance and efficiency on low-power embedded devices.
  4. Support for MLops: Implement and support MLops infrastructure to automate machine learning models' deployment, monitoring, and lifecycle management in production settings.
  5. Performance Monitoring: Regularly assess model performance on embedded platforms, implementing updates and optimizations to ensure they meet operational demands.
  6. Collaboration and Reporting: Collaborate with the research and software engineering teams to ensure seamless translation of models into production. Provide bi-weekly updates on integration progress and system performance.

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About Unikie

Unikie is a software engineering and innovation company founded in 2015. We specialize in automated marshalling solutions and software engineering services, driving change in various industries. Our team of 600+ professionals is dedicated to creating secure, efficient, and intelligent solutions.

Benefits at Unikie

    • Medical Insurance (including family)
    • Relocation (travel expenses including family)
    • Visa Processing