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About the Role

AI Functions delivers the functional software that shapes the behavior of the system and directly influences how customers perceive the product. These include Driving, Parking, Active Safety, Display and InCabin.

Responsibilities

• Develop AI models for motion prediction of traffic participants leveraging large-scale data.
• Implement C++ postprocessing modules for trajectory optimization and safety checks to enhance maneuver precision and safety.
• Drive the transition toward a fully AI-driven approach across all customer-facing ADAS functions, replacing traditional rule-based logic.
• Shape and support the adoption of AI technology and modern software architectures while ensuring timely series delivery.
• Oversee the selection, curation, and validation of high-quality datasets for training, testing, and evaluation.
• Ensure the quality of the team's work by tracking and influencing key performance indicators.
• Ensure performant deployment of AI prediction models on the embedded vehicle platform, including quantization effects.
• Understand the team's codebase and collaborate with cross-functional teams to ensure seamless data flow, integration, and compliance with safety, performance, and regulatory standards.

Requirements

• Strong proficiency in Python for AI model development and data science, ideally within the automotive or robotics domain.
• Proven experience in embedded C++ engineering for safety-critical systems.
• Deep understanding of object prediction, trajectory planning, and postprocessing techniques such as safety checks.
• Familiarity with all ADAS functions and functional safety standards.
• Experience implementing ASIL-compliant software architectures.
• Hands-on mentality with a proactive approach to shaping team architecture and understanding the codebase.
• Well-versed in state-of-the-art technologies, including transformers and generative AI approaches.
• Experience in leading cross-functional teams with expertise in C++, AI/ML deployment, and data engineering.
• Strong analytical skills with a clear understanding of how to define, measure, and influence functional and non-functional KPIs.
• Collaborative mindset and comfort working at the intersection of AI, software engineering, functional safety, and behavioral design.
• Passion for building robust and reliable systems that perform effectively under complex real-world conditions.

Skills

• Python
• AI model development
• Data science
• Embedded C++ engineering
• Object prediction
• Trajectory planning
• Postprocessing techniques
• ADAS functions
• Functional safety standards
• ASIL-compliant software architectures
• Transformers
• Generative AI
• AI/ML deployment
• Data engineering
• Analytical skills
• Software engineering
• Behavioral design

Experience Level

• Experience in leading cross-functional teams

About the Company

• CARIAD is 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.
• We support 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.

Equal Opportunity

• 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 careers@cariad.technology - we are happy to support you.