Autonomy Engineer, Perception and Tracking (Software Engineer)
Summary
Designs and owns perception, tracking, and navigation software for autonomous spacecraft on Redwire's Special Programs team in Chantilly, VA — blending classical/geometric computer vision with machine learning in C++/Linux, plus flight software, simulation, and hardware-in-the-loop testing through launch and on-orbit operations.
ABOUT THE TEAM
• Combine classical and geometric computer vision techniques with modern machine learning to deliver robust perception and tracking capabilities.
• Develop and integrate computer vision software and hardware across spacecraft and airborne platforms, partnering closely with AI&T teams to ensure seamless implementation.
• Create software‑defined autonomy approaches that enable spacecraft to maneuver, navigate, and execute mission objectives reliably and intelligently.
• Author and execute test plans to validate perception systems from ground checkout through on‑orbit commissioning and sustained operations.
• Work across engineering disciplines to architect, implement, and verify complex features and system behaviors.
• Translate operator and customer needs into practical, high‑performance features while balancing usability with technical constraints.
• Support aggressive testing timelines, launch windows, and on‑orbit operations that demand precision and resilience.
• Design flight software, firmware, algorithms, and simulation assets that drive onboard autonomy and situational awareness.
• Build autonomy tools that support dynamic space operations, real‑time decision making, and resilient spacecraft behavior.
• Develop, refine, and run test processes that ensure system reliability across nominal and off‑nominal scenarios.
• Define automated fault‑detection logic and system responses that enhance operational safety and robustness.
• Deliver hardware‑in‑the‑loop and Monte Carlo simulation environments to evaluate system performance under realistic mission conditions.
- MS or PhD in Machine Learning, Robotics, Computer Science, or Image Science with a focus on Computer Vision.
- BS in Computer Science, Machine Learning, Electrical Engineering, or a closely related field.
- Extensive hands‑on experience developing, optimizing, and benchmarking ML algorithms on large, complex datasets
- Strong proficiency in C++ on Linux‑based systems.
- Experience with one or more key perception areas: object detection, object tracking, instance or semantic segmentation, semantic change detection, or natural feature tracking (NFT).
- Background applying methods such as SLAM, multi‑view geometry, structure‑from‑motion, sensor fusion, correlation filters, or uncharacterized reconstruction to space‑ or air‑based systems.
- Familiarity with mission‑critical domains such as terminal guidance, rendezvous and docking, orbital mechanics for propulsive spacecraft, or spacecraft/missile GNC.
- Experience with Python, Rust, C++, and Linux development environments.
- Motivation to engineer high‑assurance software and hardware for demanding space missions.
- Strong foundation in computer vision, navigation, image processing, SLAM, OpenCV, and NFT‑based tracking.
- Prior testing or prototyping of CV subsystems in laboratories simulating environmental conditions found in space.
- Experience with orbital mechanics and tracking of resident space objects.
- Background in spacecraft operations or satellite command and control, especially in contexts requiring high reliability and uptime.
- Hands‑on work with FlatSats, hardware‑in‑the‑loop setups, or digital simulators for validating both nominal and fault behaviors.
- Experience developing 3‑DOF and 6‑DOF dynamics simulation models for GNC analysis and verification.
This position may require access to information, materials, or technology subject to the International Traffic in Arms Regulations ("ITAR") and/or the Export Administration Regulations ("EAR"). To comply with these regulations, applicants may be asked to provide documentation to verify their status as a "U.S. person" as defined under the ITAR and EAR, or their eligibility to obtain any required U.S. Government export authorization. Redwire complies with all applicable anti-discrimination laws, including the Immigration and Nationality Act, and does not discriminate on the basis of citizenship status or national origin except as required by law.