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Senior AR Algorithm Engineer (Perception & Tracking)

Helsinki & Remote

We are looking for an AR Algorithm Engineer to develop perception and tracking algorithms for real‑world defense applications, with a focus on estimation problems (pose, motion, structure) in GPS-denied environments.

Our workflow is science-driven: rapid Python prototyping to explore ideas and failure modes, followed by rigorous validation (experiments, regression tests), and finally C++ implementation for embedded deployment. Early work is intentionally fast-moving and exploratory; rigor increases as solutions mature. You’ll work in a collaborative team of experienced, academically grounded engineers where discussion, reproducibility, and shared understanding matter.

Responsibilities

  • Develop algorithms for state estimation, SLAM/VIO, sensor fusion, and tracking
  • Prototype in Python, design experiments, and build regression tests
  • Work with noisy real-world sensor data (cameras, IMUs, etc.)
  • Optimize and deploy in C++ on embedded platforms (Jetson, Qualcomm, Android)
  • Collaborate closely with teammates to review, validate, and improve approaches
Requirements
  • Strong foundations in estimation & optimization (Kalman filters, smoothing, nonlinear least squares / factor graphs)
  • Experience with SLAM, VIO, or 3D vision systems
  • Solid linear algebra, probability, and numerical methods
  • Comfortable with a Python-first prototyping workflow
  • Ability to implement in modern C++ for performance-critical systems
  • Experience with real sensor data and understanding noise/bias/failure modes
  • Comfortable in a Linux + git development environment
  • Strong collaboration skills; able to work effectively in a research-oriented team

Stack• Python, C++, ROS2, Eigen• Linux, git

Nice to have: Ceres, GTSAM, embedded/mobile deployment, calibration & sensor modelingNot a Fit If

  • You prefer going straight to C++ without prototyping and validation
  • You avoid collaborative technical discussion or experiment-driven work
Please send your CV and cover letter to jobs@basemark.com with the subject Algorithm. See you soon!

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