Senior Engineer - Algorithms
Core
Develop, integrate, validate, and deploy production software for parking assistance and low-speed autonomous-driving systems.
Role type
Senior IC machine learning and autonomous driving algorithms engineer
Builds
Production software and algorithms for L0-L3 autonomous-driving and parking functions
Domain
Automotive, autonomous driving, machine learning
Deliverable
production ML models
Required skills
Python, PyTorch, TensorFlow, deep learning, Transformer-based neural networks, sensor fusion, localization, planning, state estimation, data-centric AI, scalable ML pipelines, root-cause analysis, Linux development, CI/CD (via careerplan.io/jobs/J000705068-senior-engineer-algorithms-at-aptiv)
Preferred skills
Vision Transformers, multi-modal architectures, foundation models, generative AI, large-model training optimization, SLAM, factor graph optimization, probabilistic estimation, Kalman filtering, AWS cloud-native ML infrastructure, experiment tracking, model registry, active learning, synthetic data generation
Technologies
PyTorch, TensorFlow, AWS, Linux, Git, CI/CD
Responsibilities
Develop perception, localization, prediction, planning, and sensor-fusion algorithms; design and release production software; build and maintain scalable ML training and data-processing pipelines; validate algorithms via simulation, lab, proving-ground, and real-road testing; perform root-cause analysis of model failures; optimize deep-learning models for diverse environments; collaborate with software, systems, and validation teams to support global autonomous-driving programs.
Seniority
Senior, hands-on IC