Senior Or Staff MLE - Droid Perception (Robotics)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior or Staff MLE (Robotics): Developing cloud-side perception pipelines and semantic world models to support autonomous drone deliveries with an accent on 3D geometry and remote sensing data. Focus on building production-grade ML models for semantic segmentation and predicting deliverability in complex real-world environments.
Location: South San Francisco, California, USA
Salary: $180,000 - $265,000
Company
is the world’s largest autonomous drone delivery service, operating a global logistics network to deliver critical medical and commercial goods.
What you will do
- Design and implement cloud-side autonomy pipelines that support and scale the onboard perception stack.
- Build semantic and geometric world models of delivery zones using satellite imagery and aerial surveys.
- Develop tools to predict deliverability and generate high-fidelity priors to reduce onboarding friction.
- Train and deploy mid- to large-scale models for semantic segmentation and 3D geometry.
- Design evaluation and validation infrastructure to ensure reliable model behavior in the field.
- Lead architectural decisions and drive experimentation for production-grade perception at scale.
Requirements
- 5+ years of experience building and deploying deep learning-based perception systems (3D geometry, semantic understanding, remote sensing).
- Strong understanding of classical computer vision, including camera calibration and structure-from-motion.
- Hands-on experience optimizing CNN and transformer architectures in production environments.
- Engineering mindset focused on shipping outcomes and scalability over pure experimentation.
- Experience building training, data annotation, and evaluation pipelines.
- Must be located in or able to work from South San Francisco, California, USA.
Culture & Benefits
- Direct ownership of real-world autonomy problems with global impact.
- High level of trust and autonomy to define the technical roadmap and architectural decisions.
- Collaborative environment focused on quality, systems thinking, and technical elegance.
- Comprehensive benefits including medical, dental, and vision insurance.
- Compensation package including equity and discretionary annual or performance bonuses.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →