Senior AI/ML Engineer – Robotics Perception (Hybrid)

Aptiv PLC; Kraków; Hybrid; PLN 230.000 - 350.000; Vollzeit

Benefits dieser Stelle

Hybrid work (remote days)

Private health care

Life insurance

Well-Being program

Pension plan

Multisport card

Zusammenfassung

Aptiv PLC in Kraków seeks a Senior AI/ML Engineer to advance perception systems for autonomous robotic agents. You will work with cameras, radar, and fusion techniques to turn research into production-ready perception with certifiable safety.

You will collaborate with planning, hardware, and product teams to meet performance targets, validate through simulation and real data, and guide deployments in diverse environments. Hybrid work arrangements are available.

Qualifikationen

• PhD or Master’s degree in Robotics, CS, Electrical/Computer Engineering, or related field.
• Proven experience building scalable AI/ML development pipelines.
• Strong Python proficiency and ML/DL libraries (PyTorch, scikit-learn, OpenCV).
• Knowledge of sensors (camera, radar, LiDAR) and sensor fusion concepts.
• Excellent communication skills for cross-functional collaboration.

Aufgaben

• Define and develop AI/ML perception algorithms for Camera and Radar across multiple tasks (detection, segmentation).
• Develop multi-sensor fusion to deliver robust perception in variable environments.
• Establish best practices for perception robustness, safety, and predictable failure behavior.
• Shape perception validation strategies, regression testing, and benchmarking using simulation and real-world data.
• Translate customer/operational requirements into performance targets and data needs.
• Evaluate open-source frameworks and third-party SDKs ensuring scalability, maintainability, and license compliance.
• Support PoCs, demos, and early deployments by guiding perception setup and debugging in real environments.

Kenntnisse

Python

ML/DL

PyTorch

PyTorch Lightning

scikit-learn

OpenCV

NumPy

Pandas

Sensor fusion

ROS/ROS 2

Communication

Ausbildung

PhD or Master’s in Robotics/CS/EE/CE

Tools

MLflow

SageMaker

Databricks

DVC

NVIDIA platforms

Qualcomm

TI

Renesas

Jobbeschreibung

Aptiv PLC in Kraków seeks a Senior AI/ML Engineer to advance perception systems for autonomous robotic agents. You will work with cameras, radar, and fusion techniques to turn research into production-ready perception with certifiable safety.

You will collaborate with planning, hardware, and product teams to meet performance targets, validate through simulation and real data, and guide deployments in diverse environments. Hybrid work arrangements are available.