Physical AI Robotics Architect
Reference: 1791122448_1785144027
We're looking for a Senior Architect, Physical AI and Robotics to lead internal product engineering and major programs around Physical AI and Autonomous Robotics with Fortune 1000 clients. We are looking for a result-oriented thought-leader to design Physical AI and Autonomous Robotics platforms, guide their implementation, and collaborate with clients and technology partners.
Responsibilities:
- R&D and Technology Strategy: Create and bring to the market solutions in physical AI with a focus on autonomous machinery and robotics. Drive innovation through research and development activities on industry trends, leading RnD teams, developing assets and solutions strategy across multiple industries.
- Solutioning and Engineering: Lead physical AI and manufacturing IoT programs of Fortune-1000 enterprises and lead teams of AI and data engineers who work on client accounts and drive engagements to success.
- Partnership Development: Develop relationships with key technology partners such as AWS, Azure, GPC, and NVIDIA by creating licensable artifacts.
Requirements:
- Strong experience in creating perception, autonomy, or robotic control solutions for Automotive, Manufacturing, or High Tech industries. Deep understanding of autonomous driving and/or robotic control domains (cars, off-road machinery, AGVs, drones, or perception-centric manipulation), its challenges, use cases, and solution strategies.
- Strong experience with conventional computer vision, navigation, policy control, and end-to-end perception to action pipelines. Good understanding of deep learning fundamentals, model design principles, training and tuning techniques.
- Strong understanding of MLOps and simulation, and corresponding tooling including open-source, cloud native, and proprietary. Hands-on expertise with end-to-end pipelines involving data ingestion, annotation, simulation, model creation, model deployment, and production observability.
- Practical experience in Big Data engineering, data strategies, and cloud data platforms. Strong understanding of cloud-based architectures for data collection, aggregation, governance, and reporting.
- Experience with leading teams of senior technologists, running product engineering or consulting organizations. Willingness and ability to drive internal RnD, technical pre-sales, and solution deployment and delivery.
Technology skills:
- Strong expertise evaluating, customizing, and deploying perception and action models using PyTorch/JAX: segmentation and objects detection, motion generation and VLA, video generation and world models. Deep understanding of model design, evaluation, selection, and observability methodologies.
- Strong expertise with autonomous driving stack: simulation using NVIDIA IsaacSim or Carla, data augmentation using NVIDIA Cosmos or similar, edge-hardware feasibility analysis, safety and validation architectures.
- Strong expertise with relevant AWS/Azure services, open source AI platforms, and edge devices: Ray.io, Sagemaker, Airflow, DVC, MLFlow, TensorRT, NVIDIA Jetson.
Proactive Global is committed to equality in the workplace and is an equal opportunity employer.
Proactive Global is acting as an Employment Business in relation to this vacancy.
Physical AI Robotics Architect
Germany
Full Time
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