State Estimation Engineer

DYNA Robotics Inc

$120K — $150K *
Consumer Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years building state estimation systems on physical robots
  • Deep expertise in sensor fusion and localization methods
  • Strong foundation in probability and 3D geometry
  • Proficiency in C++ and Python for real-time systems
  • Proven track record of production deployment of estimation systems

Responsibilities

  • Build and implement state estimation algorithms for localization and tracking
  • Develop sensor fusion pipelines integrating various sensors
  • Own visual state estimation and LiDAR-based localization
  • Create calibration systems, diagnostics tools, and validation benchmarks
  • Collaborate with AI and hardware teams to integrate sensors

Benefits

  • Opportunities for significant ownership and impact in your role
  • Cutting-edge technology environment with proprietary AI foundation
  • Collaborative culture with experts from top tech firms
  • Investment in professional development and growth
  • Access to a dynamic work environment focused on innovation
Full Job Description
Position Overview:

As our first dedicated State Estimation Engineer, you are the architect of the robot's spatial intelligence. You will own the systems that allow our robots to understand where they are and how they move within complex, unstructured environments.

This is a foundational role. You will bridge the gap between high-frequency sensor data and high-level AI reasoning, ensuring our robots achieve the industry's top generalization and performance.

What You'll Do
  • Build the Spatial Core: Design and implement robust indoor SLAM and state estimation systems fusing LiDAR, Camera, IMU, and odometry. You will own the full stack, from factor graphs and EKF/UKF to optimization-based methods.
  • Sensor Fusion & Calibration: Develop automated pipelines for multi-sensor time-synchronization and calibration (VIO, visual SLAM), ensuring the "Skill Capture" data we collect is ground-truth quality.
  • Push the Frontier: Balance robust classical techniques with cutting-edge learned dynamics and neural filtering. You decide when to ship a reliable geometric solution versus when to invest in a differentiable approach.
  • Cross-Functional Synergy: Collaborate closely with Perception, Motion Planning, and AI teams to translate raw sensor streams into safe, smooth, and natural robotic motion.
  • Production Reliability: Move beyond simulation. You will build the diagnostic infrastructure and validation benchmarks needed to deploy robots into diverse, real-world customer environments.
What You'll Bring
  • 5+ Years of Real-World Impact: A track record of taking estimation systems from prototype to production on physical hardware (not just in Sim).
  • Mathematical Mastery: Deep understanding of spatial math, including 3D rotation representations (SO(3)), frame transformations, and camera projections.
  • Software Excellence: Proficiency in C++ for real-time, low-latency systems and Python for rapid tooling and research.
  • Ownership Mindset: As the first hire in this domain, you thrive in a fast-paced environment where you define the roadmap and the tech stack.
Bonus Points For
  • MS/PhD with a focus on SLAM, VIO, or Factor Graphs (e.g., experience with GTSAM).
  • Familiarity with state estimation for manipulators or high-degree-of-freedom robotic systems.
  • Hands-on experience with learned dynamics or neural-inertial navigation.


Don't 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 you're passionate about the intersection of geometry and robotics, we want to hear from you-even if you don't check every box.

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