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Software Engineer, Localization Expert
2 months ago
Agtonomy is a pioneering company in the field of advanced automation and AI solutions, transforming agriculture and beyond. Our TeleFarmer platform addresses labor-intensive needs with automation, turning conventional equipment into autonomous machines. By partnering with leading manufacturers, we integrate smart technology into tractors and other machinery, enhancing safety and efficiency. As we expand into ground maintenance and other industrial applications, our expert team continues to address key challenges with labor shortages, sustainability, and profitability across various industries.
About the RoleAs a Localization Engineer on the Autonomy Team, you will be responsible for developing state estimation algorithms to help our tractors more accurately estimate their pose with respect to the local and global frames. You will work closely with perception, planning, and controls engineers on the team to design and evolve the outputs of the pose and localization systems to better serve their consumers. This role is perfect for someone who loves combining math and software, and is excited about applying their experience to make robots drive in smart ways in rugged, agricultural environments.
Key Responsibilities- Implementing new features to improve the stability and reliability of our local and global pose estimates.
- Designing mitigation and fallback strategies for the pose estimation systems.
- Creating robust online and offline sensor calibration routines that perform reliably in complex and unpredictable environments.
- Researching, prototyping, and experimenting with various sensors and state-of-the-art state estimation algorithms.
- Architecting, designing, and implementing software applications, as well as onboard and offboard infrastructure and tools to support those applications.
- Developing portable, scalable, and fast geometry and optimization libraries.
- Writing performant, well-tested software, and improving code quality of the entire Autonomy team through code and design reviews.
- Validating your solutions on real vehicles in real-world scenarios.
- Demonstrated experience deploying state estimation algorithms in real robots: Kalman filters, particle filters, structure from motion, visual inertial odometry, etc.
- Deep understanding of the design tradeoffs involved when fusing various sensing technologies: cameras (mono and stereo), LiDAR, RADAR, GNSS, IMUs, wheel encoders, etc.
- Experience implementing state estimation math effectively in software with the following libraries: Eigen, Ceres, GTSAM, etc.
- Strong proficiency in modern C++ and experience writing efficient algorithms for resource-constrained embedded systems.
- Ability to thrive in a fast-moving, collaborative, small team environment with lots of ownership.
- Excellent analytical, communication, and documentation skills with demonstrated ability to collaborate with interdisciplinary stakeholders outside of Autonomy.
- An eagerness to get your hands dirty by testing your code on real robots at real customer farms.
- Experience architecting state estimation systems from scratch and understanding the design tradeoffs when leveraging filters, pose graph optimization, etc.
- Experience with state-of-the-art visual and/or lidar odometry algorithms.
- Experience implementing custom factors for factor graph optimization.
- Thinks/dreams in Lie algebra.
- 5+ years of software development experience in autonomy, robotics, or a related field.
- MS or PhD in Robotics, Computer Science, Computer Engineering, Electrical Engineering, or a related field.
- Passion for sustainable agriculture and electric vehicles.
The US base salary range for this full-time position is $160,000 to $220,000 + equity + benefits + unlimited PTO. The range displayed reflects the minimum and maximum target for new hire salaries for the position across all US locations. Individual pay is determined by work location, internal equity, and additional factors.
- 100% covered medical, dental, and vision for the employee (cost plus partner, children, or family is additional)
- Commuter Benefits
- Flexible Spending Account (FSA)
- Life Insurance
- Short- and Long-Term Disability
- 401k Plan
- Stock Options
- Collaborative work environment working alongside passionate mission-driven folks