(Senior) AI/ML Engineer - Performance Optimization (f/m/d)

Position Description

As a (Senior) AI/ML Engineer - Performance Optimization (f/m/d) at Cinemo, you will play a critical role in the development and enhancement of our AI/ML powered applications for a wide range of automotive hardware (x86/x64, ARM/ARM64, Qualcomm) and OS platforms such as Android Automotive OS (AAOS) and Linux. Your primary responsibility will be to port and optimize AI/ML models for various hardware and OS customer platforms.

In this role, you will:

Focus on ensuring that state-of-the-art models run with maximum performance on a wide range of platforms
Develop concepts for running AI/ML models on various platforms
Optimize, tune and evaluate AI/ML models for different platforms
Make the most out of hardware and software platforms in the field of AI/ML
Ensure that every bit of available performance is used for the best possible user experience

What you will need to succeed:

Experience in the areas of Machine Learning, Deep Learning, Data Processing and NLP
Experience in optimizing deep learning models using techniques such as quantization, pruning, knowledge distillation, and model tuning and evaluation
Experience with optimization of performance-critical algorithms for different CPU (ARM / x86 / Qualcomm) and GPU architectures (NVIDIA) - experience with Qualcomm is a must
Experience with state-of-the-art performance toolkits, software stacks and profiling tools (Cuda / CuDNN / TensorRT, Jit + Jax)
Proficient knowledge of Python, C/C++, PyTorch, TensorFlow, Keras
Fundamental knowledge of ARM/x86 assembly
Fundamental knowledge about parameter efficient fine-tuning techniques (e.g., LoRA, PEFT)
Good written and verbal English communication skills

(Senior) AI/ML Engineer - Performance Optimization (f/m/d)

Permanent employee, Full-time · Hybrid, Budapest, Hungary, Karlsruhe, Germany

Position Description

In this role, you will:

What you will need to succeed: