(Senior) AI/ML Engineer -Embedded Performance (all)

Cinemo GmbH

Berufsfeld
Technik

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(Senior) AI/ML Engineer -Embedded Performance (all), Cinemo GmbH

Salary: .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 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

Responsibilities:

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

Technologies:

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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