(Senior) Software Engineer (ML Engineer) - AI Platform (m/f/d)

CARIAD; Berlin; Hybrid; EUR 70,000 - 90,000; Full time

Benefits offered by this job

Remote work options

Company pension plan

Annual professional development

30 days paid + 10 days unpaid leave

Job summary

A leading automotive software company seeks a (Senior) Software Engineer specializing in Machine Learning for its AI platform. You will be responsible for developing and implementing deep learning models, building data pipelines, and optimizing existing models. The ideal candidate holds a degree in a related field and has experience with Python and machine learning frameworks. The company offers a diverse and supportive environment, flexible working hours, and various benefits including remote work options.

Qualifications

• Strong knowledge in data analysis and neural network training.
• Experience with machine learning frameworks such as PyTorch or TensorFlow.
• Familiarity with software architectures and version control systems.

Responsibilities

• Develop, train, and implement deep learning models.
• Build and scale data pipelines for ML models.
• Apply optimization techniques for efficient inference.

Skills

Data analysis

Neural networks design

Machine learning frameworks (PyTorch, TensorFlow)

Software development with Python

Analytical skills

Strong English skills

Education

University degree in Computer Science, Robotics or related

Tools

Python

PyTorch

TensorFlow

Job description

Job Title

(Senior) Software Engineer (ML Engineer) - AI Platform (m/f/d)

Join to apply for the role at CARIAD.

We are CARIAD, the automotive software company of the Volkswagen Group. Our teams build automotive software platforms and digital customer functions for iconic brands like Audi, Volkswagen, and Porsche – supporting the Volkswagen Group in becoming the leading automotive technology company. With CARIDIANS in Germany, the USA, China, Estonia, and India, we are transforming automotive mobility for everyone.

YOUR TEAM

We develop a scalable, global technology stack for NCAP up to Level 4 Driving and Parking functions. Our technology will power basic driver assistance as well as advanced automated Driving and Parking functions for all brands within Volkswagen Group in the “Ownership” spectrum.

You will contribute to one or more of the following areas:

• Selection and Scenario Mining, Semantics and World Models, Multi-Modal 3D Sensor Processing, Auto Labeling, ML Lifecycle Platform

What You Will Do

• Develop, train, and implement deep learning models using multimodal inputs to provide high-quality data for AI development
• Build and scale data pipelines for training, inference, validation, error analysis, and continuous improvement of machine learning models
• Apply and advance model compression and optimization techniques (e.g., quantization, pruning, distillation) to ensure efficient inference on embedded hardware
• Monitor and analyze current research in deep learning, computer vision, and autonomous systems, translating insights into practical solutions for data selection and ground-truth generation

Who You Are

• University degree in Computer Science, Robotics, Electrical Engineering, Data Science, Scientific Computing, Machine Learning, Mathematics, Physics, or a related field with a focus on Artificial Intelligence
• Strong knowledge in data analysis as well as in the design and training of neural networks
• Experience with common machine learning frameworks such as PyTorch or TensorFlow
• Experience in software development with Python with a focus on high software quality
• Familiarity with software architectures, design patterns, and version control systems
• Experience or interest in multi-task learning, sensor fusion, or end-to-end AI systems (nice to have)
• Strong analytical and problem-solving skills, with the ability to work independently and collaboratively
• Excellent English skills, German is an advantage

NICE TO KNOW

• Remote work options
• Temporary work from abroad in selected countries
• Flextime / optional working hours
• Company pension plan
• Annual professional development
• Sabbatical option up to 6 months
• 30 days paid + 10 days unpaid leave
• Possibility for VW Group car leasing

At CARIAD, we embrace individuality and diversity because we believe our differences make us stronger. We actively seek to build teams with a variety of backgrounds, perspectives, and experiences. Our goal is to create an environment where everyone feels valued and empowered to contribute. If you need assistance with your application due to a disability, please reach out to us at [e-mail] – we are happy to support you.