(Senior) AI/ML Engineer - Embedded/Automotive Performance Optimization (f/m/d)
Cinemo GmbH
(Senior) AI/ML Engineer - Embedded/Automotive Performance Optimization (f/m/d)
(Senior) AI/ML Engineer - Embedded/Automotive Performance Optimization (f/m/d)
Cinemo GmbH
Cinemo GmbH
- KarlsruheOffice locations
- Full-time
- 70,000 - 100,000 €Yearly salary
- SeniorYou need at least 5+ years of working experience.
- Hybrid workYou need to come to the office every week.
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.
Tasks
- 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
Requirements
- 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
Team
We want to build a new team with AI Engineers.
Application process
- CV screening
- First interview
- Trial day (Deeper technical interview focusing on technical-and team fit.)
- Offer call with HR Director
labels:relevantSkills
labels:requiredLanguages
Benefits
Job-Rad
Using a bike as a means of transport has a lot of benefits for you:
It keeps you active, healthy, is environmentally friendly and saves you the trouble of finding a parking space at the same time. Especially with the electric bicycle/pedelec you extend the radius of use of the bicycle considerably.
Umzugsunterstützung
Moving from abroad to Germany is a big step - that's why Cinemo helps by booking flights and accommodation to make the start as easy as possible.
Health Program
Mental Health
Cinemo wants to ensure that you have access to all the tools you need to support you with your mental and emotional well-being, both at work and at home. That's why we are partnering up with OpenUp, aiming to create a safe space to communicate openly about any concern regarding your well-being.
Health Events and Courses
Cinemo offers Massages in the office, Healthy Food with nutritional advice and Yoga.
Languagecourses
If you are attending a German or English language course and successfully receive a certificate, Cinemo will refund the costs once you receive the certificate (Goethe-Certificate for German language OR TELC certificate for German and English language).
Costs will be reimbursed up to a maximum amount of 900,- Euro (per employee/per year).
Additional Benefits
Volunteer Days
Corporate Volunteer Days are dedicated days when our employees join hands to engage in various community service activities. These initiatives allow us to give back to society, strengthen team bonds, and contribute to causes that matter most to us.
Flexible Working Hours
Freie Wahl der Arbeitsgeräte
30+ vacation days
Permanent contract
Steuerfreier Sachbezug
Events
Pension Plan
Accessibility
Well-Connected by Public Transport
Dogs Allowed
Parking
Freie Getränke
Cinemo GmbH
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