Software Engineer, Data Infra
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Job description
As a Software Engineer, Data Infra you are the architect of the âLaboratoryâ where Dynaâs robotic intelligence is refined. You wonât just move data; you will build the interactive systems that bridge the gap between raw multimodal sensor streams and production-ready ML models., * Interactive Data Systems: Architect the engines and interfaces that unify raw robot logs, video, and 3D sensor data. You will enable seamless âhuman-in-the-loopâ workflows, from episode annotation to analyzing manual interventions.
- Signal Extraction & Geometry: Design and implement algorithms to extract structured signals (trajectories, events, 3D poses) from raw captures. Strong mathematical intuition is required to turn pixels and point clouds into ground-truth insights.
- Evaluation & Benchmarking: Build high-performance tools to compare model-driven motion against human-captured data, helping the team quantify model progress across diverse tasks.
- Scalable ML Pipelines: Build and operate distributed data pipelines (using Python, GCP/AWS, and Kubernetes) for the ingestion, transformation, and validation of terabytes of multimodal data.
- Observability & Debugging: Develop visualization tools that make complex model behaviors and sensor data easy to interpret, reducing the time from âdata collectedâ to âmodel trained.â
- Startup Fluidity: Collaborate across ML, Robotics, and Product teams. As an early member of the data team, you will help define the roadmap where no blueprint yet exists.
Requirements
Software Engineering, Robotics, Artificial Intelligence (AI), Software Engineering, Performance Modeling, Problem Solving Skills, System Architecture, Geometry, Algorithms, Cloud Computing, * The Experience: 5+ years of professional software experience, ideally with a focus on data-intensive or âhuman-in-the-loopâ platforms.
- Technical Stack: Proficiency in Python (NumPy, Pandas) and a solid understanding of modern backend architectures. Experience with React/TypeScript is a major plus for building internal observability tools.
- Mathematical Core: Strong skills in algorithms and geometric calculations (e.g., coordinate transformations, 3D spatial reasoning).
- Data Mastery: Hands-on experience with relational and NoSQL databases (PostgreSQL, Redis) and cloud-native infrastructure (GCP/AWS).
- Problem-Solving: The ability to debug real-world data issues - from sensor drift to pipeline bottlenecks - independently.
Bonus Points For:
- Experience with multimodal data (video, LiDAR, time-series) in robotics or autonomous systems.
- Familiarity with Airflow, Kubeflow, or similar distributed batch processing systems.
- Experience with experiment tracking frameworks like Weights & Biases or MLFlow.
- Experience as an early hire in a fast-paced startup environment.
About the company
Dyna Robotics builds general-purpose robots powered by a proprietary embodied AI foundation model with top-in-industry generalization and real-world performance. Already deployed with customers across multiple industries, our robots do commercial-grade work in the physical world. Our team comes from Google DeepMind, Meta, and Cruise, and weâre backed by CRV, First Round, and other leading investors., At Dyna Robotics, we build technology for the real world, which requires a team as diverse as the environments our robots inhabit. We are an equal opportunity employer committed to technical rigor and mutual respect.
Donât let a checklist stop you. Data shows that underrepresented groups often only apply if they meet 100% of the criteria. We value problem-solving and grit over keyword matching. If youâre passionate about robotics, no matter your discipline, we want to hear from you, even if you donât check every box.
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