4 дня назад
Senior AI Software Engineer, Perception
197 000 - 307 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior AI Software Engineer, Perception (Robotics/AI): Design and deploy perception algorithms that enable Digit humanoid robots to detect people and hazards in dynamic warehouses and manufacturing environments with an accent on safety-critical machine learning, deep neural network optimization, and embedded inference. Focus on evaluating state-of-the-art perception models, validating rare safety scenarios, building MLOps pipelines, and integrating perception systems with navigation, controls, and hardware.
Location: Hybrid, based out of offices in Fremont, California; Salem, Oregon; or Pittsburgh, Pennsylvania. All roles are U.S.-based, and current U.S. work authorization is required.
Salary: $197,000–$307,000 USD annually.
Company
develops Digit, a commercially deployed humanoid robot designed to work alongside people in warehouses, manufacturing facilities, and distribution centers.
What you will do
- Design, develop, and deploy perception algorithms for human detection, hazard understanding, safety, and efficiency.
- Evaluate emerging research and state-of-the-art perception models for future robot architectures.
- Define best practices for model design, implementation, testing, verification, and validation, including rare safety-critical scenarios.
- Optimize deep neural networks and data pipelines for efficient execution on embedded CPU and GPU systems, including CUDA inference.
- Build scalable machine-learning perception software and MLOps workflows covering annotation, data storage, evaluation, and deployment.
- Collaborate with navigation, controls, and hardware teams to integrate perception across the robot.
Requirements
- 5+ years of experience in machine learning or perception for robotics.
- Master’s or Ph.D. in artificial intelligence, robotics, computer science, or a related discipline.
- Experience building perception systems for safety-critical or safety-rated domains such as human detection, automotive, or robotics.
- Strong expertise in convolutional neural networks, multi-object tracking, human detection, data association, supervised learning, and pose estimation.
- Experience optimizing algorithms for efficient execution across CPU and GPU architectures, plus experience with MLOps.
- Publications in the field are preferred, including work presented at CVPR, ICCV, RSS, or ICRA.
Nice to have
- Experience with perception systems for humanoid or legged robots.
- Experience combining camera, lidar, and infrared camera sensor modalities.
- Knowledge of geometric computer vision and sensor hardware.
Culture & Benefits
- Full-time employment with a 6% 401(k) company match and company stock options.
- Company-paid medical, dental, vision, and short- and long-term disability insurance beginning on the first day.
- Flexible paid time off or vacation and sick leave depending on employee classification, plus 12 company holidays and a winter shutdown.
- Paid parental leave, employee assistance support, professional development, and tuition reimbursement.
- Relocation assistance and an annual discretionary bonus are available for eligible roles.
- Catered lunches and refreshments are available at the Salem and Pittsburgh offices.
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