AI/ML Engineer

Vor 6 Tagen

Karlsruhe, Baden-Württemberg, Deutschland Cinemo Vollzeit

Job Summary

Cinemo is seeking a highly skilled AI/ML Engineer to join our team and contribute to the development of our AI/ML powered applications for the automotive industry. As a key member of our software development team, you will be responsible for designing, developing, and maintaining high-quality software solutions that meet the needs of our customers.

Key Responsibilities

  • Optimize AI/ML Models: Focus on ensuring that state-of-the-art models run with maximum performance on a wide range of automotive platforms.
  • Hardware and Software Expertise: Make the most out of embedded/automotive hardware and software platforms in the field of AI/ML.
  • Enhance User Experience: Elevate the in-car experience across different car-lines worldwide by crafting the best-of-class AI-powered infotainment functionality.
  • Model Optimization: Optimize and tune the best ML models for different HW/SW platforms.
  • Performance Optimization: Ensure that every bit of available performance is used for the best possible user experience, including optimization to different CPU/GPU architectures and usage of dedicated hardware IP blocks available on the platform.

Requirements

  • Technical Expertise: Experience in the areas of NLP, Machine Learning, Deep Learning, Data Preprocessing.
  • Performance Optimization: Experience with optimization of performance-critical algorithms for different CPU (ARM / x86) and GPU architectures (Nvidia).
  • Software Development: Experience with state-of-the-art performance toolkits, software stacks, and profiling tools (Cuda / CuDNN / TensorRT, Jit + Jax).
  • Programming Skills: Proficient knowledge of Python, C/C++, ARM/x86 assembly, PyTorch, TensorFlow, Keras.
  • Knowledge of AI/ML Techniques: Fundamental knowledge about parameter efficient fine-tuning techniques (e.g., LoRA, PEFT).
  • Communication Skills: Good written and verbal English communication skills.

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