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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 designing, developing, and maintaining top-tier 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 platforms to enhance AI/ML capabilities.
  • Transform the in-car experience globally by delivering exceptional AI-powered infotainment features.
  • Refine and optimize leading ML models for diverse hardware and software environments.
  • Maximize performance utilization for an unparalleled user experience, including optimizations for different CPU/GPU architectures and 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 proficiency in programming languages such as 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).
  • Excellent written and verbal communication skills in English.

Cinemo stands as a global leader in innovative infotainment solutions, transforming every screen into a valuable opportunity. Our award-winning, fully integrated, low-footprint digital media offerings combine exceptional performance with superior quality, catering to all digital media scenarios across various industries and devices. Our product suite is meticulously designed to ensure excellence, expedite time to market, and reduce total cost of ownership for our clients while delivering impactful digital media experiences.

Since our inception in 2008, Cinemo has been 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 companies, as well as global music and video content providers. Our diverse global team of over 200 innovative professionals from 35 nationalities consistently drives groundbreaking advancements in the industry.