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Machine Learning Engineer

vor 3 Monaten


Karlsruhe, Baden-Württemberg, Deutschland Cinemo Vollzeit
Position Overview

As a key member of the Cinemo team, the (Senior) Software Engineer will be instrumental in advancing our AI/ML-driven applications tailored for a diverse array of automotive hardware and operating systems, including Android Automotive OS (AAOS) and Linux. Your main focus will be on the design, development, and maintenance of high-caliber in-vehicle infotainment software solutions that align with our clients' requirements.

Key Responsibilities:
  • Ensure optimal performance of cutting-edge models across various automotive platforms.
  • Leverage embedded and automotive hardware and software environments in the realm of AI/ML.
  • Enhance the in-car experience globally by developing superior AI-powered infotainment features.
  • Refine and optimize top machine learning models for diverse hardware and software configurations.
  • Maximize performance utilization for an exceptional user experience, including optimizations for different CPU/GPU architectures and the use of dedicated hardware IP blocks available on the platform.
Qualifications for Success:
  • Proven experience in Natural Language Processing, Machine Learning, Deep Learning, and Data Preprocessing.
  • Expertise in optimizing performance-critical algorithms for various CPU (ARM/x86) and GPU architectures (Nvidia).
  • Familiarity with advanced performance toolkits, software stacks, and profiling tools (Cuda/CuDNN/TensorRT, Jit + Jax).
  • Strong programming skills in Python, C/C++, ARM/x86 assembly, as well as frameworks like PyTorch, TensorFlow, and Keras.
  • Basic understanding of parameter-efficient fine-tuning techniques (e.g., LoRA, PEFT).
  • Effective written and verbal communication skills in English.

Cinemo stands as a global leader in delivering innovative infotainment solutions that transform every screen into an opportunity. Our award-winning, fully integrated, low-footprint digital media offerings merge high performance with exceptional quality, supporting a multitude of digital media scenarios across various industries and devices. Our product suite is meticulously designed to ensure excellence, accelerate market readiness, and reduce total cost of ownership for our clients while crafting meaningful digital media experiences.

Established in 2008, Cinemo has a rich history of pioneering advancements and is the preferred partner for over 40 leading OEMs and more than 20 tier-1 suppliers. We collaborate with top-tier high-tech and consumer electronics firms, as well as global music and video content providers. Our diverse team of over 200 innovative professionals from 35 nationalities consistently drives groundbreaking innovation.