Computer Vision Engineer, Space

3 дн. назад

USA

computer visionaisensor fusionsoftware development

Computer Vision Engineer role developing AI-powered capabilities for military space systems.

О компании

's Space team is dedicated to expanding our AI-powered capabilities into the final frontier, enhancing Space Domain Awareness, Space Control, and Command and Control for U.S. military and allied partners. We're developing fully integrated hardware and software systems, including Lattice for Space Missions and modular payloads, to address growing threats in space and ensure our Guardians maintain a decisive advantage in this contested warfighting domain.

Обязанности

We are looking for a  Computer Vision Engineer  to join our rapidly growing team in  Washington DC.  In this role, you will be responsible for working on and understand the design of all perception subsystems to include but not limited to hardware sensors and advanced processing platforms, navigation algorithms, flight software implementation, subsystem integration & test (I&T), and vehicle I&T. The computer vision engineering team will work closely with related teams, including Sensors, GNC, Avionics, Systems, Flight Software, Mission Operations, and Ground Software. The Computer Vision Engineer will work algorithm design, truth and physics modeling, scene rendering, simulation and analysis for a wide variety of spacecraft and space missions to include

Требования

MS or PhD in Machine Learning, Robotics or Computer Science, Image Science with emphasis on Computer Vision
BS in Computer Science, Machine Learning, Electrical Engineering, or related field
Advanced professional experience developing and benchmarking ML algorithms on large-scale datasets
High proficiency in C++ development in a Linux environment
Experience in one or more of the following: Objection Detection, Object Tracking, Instance Segmentation, Semantic Segmentation, Semantic Change Detection, Natural Feature Tracking (NFT)
Experience in one or more of the following: Visual Odometry, SLAM, Multi-view Geometry, Structure from Motion, 3D Geometry, Discriminative Correlation Filters, Stereo, Neural 3D Reconstruction, Multi-band sensor processing, RGB-D and LIDAR Sensor Fusion
Ability to quickly understand and navigate complex systems and detailed requirements
Familiarity with terminal guidance, rendezvous proximity operations and docking, orbital mechanics with propulsive spacecraft, and/or spacecraft/missile GNC
Clear communication and organizational skills including documentation and training material
Currently possesses and is able to maintain an active U.S. Top Secret security clearance

Будет плюсом

Experience with Matlab, Simulink, Python, Go, C++ and/or Linux systems
A desire to work on critical software and hardware designs in the space domain
Strong preference for candidates possessing computer vision, vision navigation, image processing, feature tracking, SLAM, Open CV, and NFT
Experience testing CV subsystems in laboratory environments that mimic the space environmental constraints
Experience with orbital mechanics and resident space object tracking capabilities
Experience conducting spacecraft operations and satellite command and control with an emphasis on system reliability and uptime
Experience with testing/validation leveraging FlatSats, Hardware-in-the-Loop testbeds and digital spacecraft simulators through nominal and fault scenarios
Experience with computer vision and perception algorithms to support GNC operations
Experience developing 3-DOF simplified and 6-DOF high-fidelity dynamics simulation models used for GNC systems analysis and validation
Exposure to US satellite operations policy and constraints for relevant mission threads in all orbits
The salary range for this role is an estimate based on a wide range of compensation factors, inclusive of base salary only. Actual salary offer may vary based on (but not limited to) work experience, education and/or training, critical skills, and/or business considerations. Highly competitive equity grants are included in the majority of full time offers; and are considered part of 's total compensation package. Additionally, offers top-tier benefits for full-time employees, including:

Условия

At , we invest in our people. Our comprehensive, competitive benefits package (available at little to no cost to employees) ensures you’re supported in health, recovery, and whatever comes next.  For more information, Explore Our Benefits .

Другое

Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century’s most innovative companies to the defense industry, is changing how military systems are designed, built and sold. ’s family of systems is powered by Lattice OS, an AI-powered operating system that turns thousands of data streams into a realtime, 3D command and control center. As the world enters an era of strategic competition, is committed to bringing cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the military in months, not years.
Propose and prototype innovative solutions to solve real world problems, leveraging the latest state-of-the-art techniques in the field
Develop and maintain core libraries and runtime applications
Integrate classical and geometric methods in computer vision with ML methods
Work space vehicle CV software and hardware subsystems for various spacecraft efforts in all orbital regimes and work closely with partners for successful implementation
Develop modern, software-defined approaches to autonomous spacecraft operations with maneuvering capabilities to successfully accomplish mission objectives
Develop appropriate test plans and procedures to validate the CV system during ground checkout, on-orbit commissioning and operations
Collaborate across multiple teams to plan, build, and test complex functionality
Coordinate with end-users, other operators and customers to turn needs into features while balancing user experience with engineering constraints
Support challenging schedules during ground testing, launch windows and on-orbit operations of the spacecraft systems
Design of flight software and firmware, algorithms, and simulation products
Development of space vehicle autonomy tools for dynamic space operations
Test process development and execution
Define automated fault detection and responses
Provide hardware-in-the-loop and monte-carlo simulation capabilities
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