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

Cinemo GmbH

Berufsfeld
Technik

Position
Vollzeit

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Senior) AI/ML Engineer - Performance Optimization (f/m/d) - Hybrid, Cinemo GmbH

Salary: .000 € per year

Requirements:

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

Responsibilities:

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

Technologies:

AI
ARM
Android
Cloud
CUDA
Embedded
Hardware
Keras
Linux
Machine Learning
Mobile
PyTorch
Python
TensorFlow
C++

More:

Cinemo is a global provider of highly innovative infotainment products that make every screen an opportunity. Its range of award-winning, fully integrated, low-footprint digital media offerings combine high performance with high quality and are truly system agnostic. Whether embedded, as mobile apps or through the cloud, Cinemo supports all digital media scenarios for any industry and any device. Its product portfolio is designed and built to deliver excellence, accelerate time to market, and lower TCO for its clients while creating digital media experiences that matter.

Founded in 2008, and with a strong history of industry firsts, Cinemo is the partner of choice for more than 40 market-leading OEMs and over 20 tier-1s. The company works with the top high-tech and consumer electronic companies as well as global music and video content providers. Cinemo's global team of 300+ innovative thinkers from 40 nationalities continuously delivers groundbreaking innovation.

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