59 минут назад
Software Engineer, Data Infra (AI)
180 000 - 270 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Software Engineer, Data Infra (AI) (Python/Cloud/Robotics): Building interactive data systems and scalable ML pipelines that transform multimodal robot sensor streams into production-ready model data with an accent on human-in-the-loop workflows, geometric signal extraction, and model evaluation. Focus on designing 3D data processing tools, debugging sensor and pipeline issues, and operating distributed infrastructure for terabytes of video, LiDAR, and time-series data.
Location: Redwood City, California, United States; on-site
Salary: $180,000–$270,000 per year, plus equity.
Company
develops general-purpose robots powered by a proprietary embodied AI foundation model for commercial robotic automation.
What you will do
- Design interactive systems that unify robot logs, video, and 3D sensor data.
- Build human-in-the-loop workflows for episode annotation, teleoperation, skill capture, and manual intervention analysis.
- Develop algorithms that extract trajectories, events, and 3D poses from raw sensor captures.
- Create high-performance tools for comparing model-driven motion with human-captured data and benchmarking progress.
- Build and operate distributed pipelines for ingesting, transforming, and validating terabytes of multimodal data.
- Develop visualization and debugging tools while collaborating across ML, Robotics, and Product teams.
Requirements
- 5+ years of professional software engineering experience, ideally focused on data-intensive or human-in-the-loop platforms.
- Proficiency in Python, including NumPy and Pandas, and understanding of modern backend architectures.
- Strong algorithmic and mathematical skills, including coordinate transformations and 3D spatial reasoning.
- Hands-on experience with relational and NoSQL databases such as PostgreSQL and Redis, plus GCP or AWS.
- Experience with Kubernetes and multimodal data such as video, LiDAR, and time-series data in robotics or autonomous systems.
- Ability to independently debug issues including sensor drift and data pipeline bottlenecks.
Nice to have
- React and TypeScript experience for internal observability tools.
- Familiarity with Airflow, Kubeflow, or similar distributed batch-processing systems.
- Experience with Weights & Biases or MLflow.
- Experience as an early hire in a fast-paced startup environment.
Culture & Benefits
- Early data-team role with responsibility for defining the roadmap.
- Cross-functional collaboration across ML, Robotics, and Product.
- Equity included in the compensation package.
- Focus on technical rigor, mutual respect, problem-solving, and grit.
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