Senior AI/ML Engineer - NLP / LLM / GenAI (f/m/d)

Cinemo GmbH; Karlsruhe; Vor Ort; Vertraulich; Vollzeit

Zusammenfassung

A leading automotive software company in Baden-Württemberg is seeking a Senior Software Engineer to develop AI-powered infotainment solutions. Responsibilities include researching and tuning machine learning models applicable to automotive hardware, enhancing in-car user experiences, and evaluating software architectures. Candidates should have extensive experience in NLP and deep learning, along with proficiency in Python and C/C++. Strong communication skills in English are essential. This role offers the chance to innovate in the automotive industry.

Qualifikationen

• Experience in NLP, Machine Learning, Deep Learning, and Data Preprocessing.
• Familiarity with Transformer architectures and state-of-the-art LLMs.
• Deep understanding of model training and fine-tuning.

Aufgaben

• Research, develop, and tune ML models for automotive infotainment.
• Design and evaluate software architecture for automotive middleware.
• Enhance in-car AI-powered infotainment functionality.

Kenntnisse

NLP

Machine Learning

Deep Learning

Data Preprocessing

Python

C/C++

PyTorch

TensorFlow

Transformer architectures (BERT, GPT-3, T5)

LLMs (Gemini, GPT-4, Llama3, Mistral)

Jobbeschreibung

Position Description

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 model research, development and tuning
• Design, evaluate and select the ML models and underlying software architecture to be used in the next-generation automotive infotainment middleware
• Elevate the in-car experience across different car-lines worldwide by crafting the best-of-class AI-powered infotainment functionality
• Select and tune the best ML models and incorporating them in the wider automotive infotainment middleware software architecture
• Design training protocols together with the prompt engineering and model training experts
• Continuously improve software stack reflecting advancements in the field of ML

What you will need to succeed:

• Experience in the areas of NLP, Machine Learning, Deep Learning, Data Preprocessing
• Experience with state-of-the-art Transformer architectures (BERT, GPT-3, T5) and state-of-the-art LLMs (Gemini, GPT-4, Llama3, Mistral)
• Deep knowledge and experience in model training, model fine-tuning, evaluation of model performance and identifying areas for improvement
• Strong foundation of machine learning concepts and technologies
• Proficient knowledge of Python, C/C++, PyTorch, TensoFlow, Kerns
• Good written and verbal English communication skills