(Senior) AI/ML Engineer -Embedded/Automotive Performance Optimization (f/m/d)
Cinemo GmbH Karlsruhe
Position Description
As a (Senior) Software Engineer at Cinemo, you will play a critical role in the development and enhancement of our AI/ML powered applications for wide range of automotive hardware and OS platforms such as Android Automotive OS (AAOS) and Linux.Your primary responsibility will be to design, develop, and maintain high-quality Cinemo’s in-vehicle infotainment software solutions that meet the needs of our customers.
In this role, you will:
- Focus on ensuring that state-of-the-art models run with maximum performance on wide range of automotive platforms
- Make the most out of embedded/automotive hardware and software platforms in the field of AI/ML
- Elevate the in-car experience across different car-lines worldwide by crafting the best-of-class AI-powered infotainment functionality
- Optimize and tune the best ML models for different HW/SW platforms
- 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
What you will need to succeed:
- Experience in the areas of NLP, Machine Learning, Deep Learning, Data Preprocessing
- Experience with optimization of performance-critical algorithms for different CPU (ARM / x86) and GPU architectures (Nvidia)
- Experience with state-of-the-art performance toolkits, software stacks and profiling tools (Cuda / CuDNN / TensorRT, Jit + Jax)
- Proficient knowledge of Python, C/C++, ARM/x86 assembly, PyTorch, TensorFlow, Keras
- Fundamental knowledge about parameter efficient fine-tuning techniques (e.g., LoRA, PEFT)
- Good written and verbal English communication skills
Cinemo GmbHKarlsruhe
recognition models and developing ASR-systems (e.g. using Kaldi, Wav2Vec, Whisper, DeepSpeech)
Fundamental knowledge in developing and evaluating TTS systems (e.g. using XTTS, WaveNet, Tacotron)
Experience with performance evaluation and optimization of Audio...
Cinemo GmbHKarlsruhe
Salary 85.000 - 100.000 EUR per year
Requirements:
• What you will need to succeed:
Experience in the areas of NLP, Machine Learning, Deep Learning, Data Preprocessing
Experience with optimization of performance-critical algorithms for different...
Industrial Application Software GmbHKarlsruhe
to create new features and subsystems that will add value to caniasERP Modules.
• To carry out the design, development, maintenance and optimization processes of caniasERP modules that are under his/her responsibility
• To shape the project and to...
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