Senior Perception Scientist, Edge AI for Robotic Vision

ARM; Seattle (WA); In loco; USD 209.000 - 283.000; Tempo pieno

Vantaggi offerti da questo lavoro

Relocation package

Descrizione del lavoro

Arm seeks a Staff Perception Scientist to advance perception for Physical AI on Arm devices. You will lead research transforming sensor data (camera, depth, radar, lidar, audio) into reliable representations for autonomous decisions and robot automation.

You will shape model architectures, evaluation protocols, and production-grade deployment strategies to operate under limited latency, power, and memory budgets.

Competenze

• 6+ years of experience in applied perception, computer vision, machine learning, or a related field.
• Proficiency in Python and C++ with PyTorch, JAX, TensorFlow, or similar frameworks.
• Strong understanding of deep learning for visual or multimodal perception, training, evaluation, and failure analysis.
• Expertise in probability, optimization, 3D geometry, coordinate transforms, calibration, and sensor fusion.
• 3+ years moving perception research into real-time or production systems.
• A record of impact through deployed systems, publications, patents, or widely used research artifacts.
• Ability to design rigorous experiments and explain results to research, engineering, and product audiences.
• Excellent scientific judgment, problem-solving, communication, collaboration, and mentoring skills.

Mansioni

• Perception research and algorithm development across camera, depth, radar, lidar, and audio sensors.
• Define datasets, labeling strategies, metrics, benchmarks, and evaluation protocols reflecting real-world product requirements.
• Build reproducible training and analysis pipelines; investigate failure modes and communicate findings with quantitative evidence.
• Optimize models for latency, power, memory, and accuracy across Arm CPUs and accelerators.
• Collaborate with systems engineers to integrate perception pipelines with sensor I/O, runtimes, and robotics middleware.
• Lead research reviews, mentor scientists and engineers, and guide the technical roadmap for on-device perception.

Conoscenze

Multimodal perception

Edge deployment

Scientific leadership

Experiment design

Python

C++

Formazione

PhD or equivalent experience

Strumenti

Python

C++

PyTorch

JAX

TensorFlow

Descrizione del lavoro

Arm seeks a Staff Perception Scientist to advance perception for Physical AI on Arm devices. You will lead research transforming sensor data (camera, depth, radar, lidar, audio) into reliable representations for autonomous decisions and robot automation.

You will shape model architectures, evaluation protocols, and production-grade deployment strategies to operate under limited latency, power, and memory budgets.