Staff AI/ML Robotics Engineer - Environmental Perception
analogdevices · Limerick
Job description
About the role
Analog Devices' Edge AI team in Ireland is looking for a Staff AI/ML Engineer with a strong background in robot perception, SLAM and sensor fusion. The role builds real-time systems that combine sensor technology with AI so machines can localize, map and understand complex environments, such as a mobile robot in a warehouse or a sensor inferring structure from sparse data. It is a hands-on position blending applied research with production-grade engineering.
Key responsibilities
- Design, prototype and deploy algorithms for SLAM, visual odometry and multi-sensor fusion (camera, IMU, LiDAR, encoders) in robotics and edge computing.
- Develop AI-driven methods for mapping, pose estimation, localization and semantic perception, with an emphasis on performance and generalization.
- Train and evaluate deep learning models for spatial understanding, integrating them with classical perception pipelines when needed.
- Work with real-world and simulated sensor data to test and refine models, and contribute to internal datasets and benchmarking tools.
- Collaborate with embedded, systems and software teams to bring perception solutions to production on resource-constrained edge platforms.
- Take part in project planning, code reviews and architectural discussions, and stay current with AI for robotics trends such as transformer-based perception, self-supervised learning and foundation models.
Required profile
- 6+ years of experience in AI, robotics or computer vision, including 4+ years focused on SLAM, sensor fusion or perception systems.
- Bachelor's degree in a relevant field (Robotics, Computer Science, Electrical Engineering); M.S. or Ph.D. preferred.
- Strong understanding of 3D geometry, motion estimation, sensor fusion and real-time system design.
- Hands-on experience building and deploying SLAM or VIO systems.
- Export licensing review may be required for some applicants; the role involves travel about 10% of the time and is a day shift.
Required skills
- Python and C++
- PyTorch, TensorFlow or ROS
- SLAM or VIO libraries such as ORB-SLAM, RTAB-Map, DSO, OpenVINS, Cartographer
- DevOps/MLOps tools: Docker, CI/CD pipelines, cloud platforms (Azure, AWS), Git
- Sensor data and simulators such as Gazebo, Isaac Sim or Unreal
- Bonus: integrating perception with control loops, path planning or ROS2, self-supervised or foundation model approaches, industrial robotics or AMRs, open-source contributions
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Published 10 hours ago
Expires 1 month from now
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analogdevices
Limerick