Senior Perception Algorithms Lead
25539.5313
Apply to this job Until 9/28/2026 First posted May 29, 2026 Last posted July 30, 2026
Job description
General Atomics Aeronautical Systems, Inc. (GA-ASI), an affiliate of General Atomics, is a world leader in proven, reliable Unmanned Aircraft Systems and emerging Advanced Programs for multiple customers.
We have an exciting opportunity for a Project Engineer integrated product team (IPT) leader to join our Agile Mission Systems (AMS) team here in San Diego in support of multiple advanced projects focusing on electromagnetic spectrum dominance.
We are seeking a Perception Algorithms Lead to develop and deploy advanced algorithms for sensing, detection, tracking, and classification across multi-modal sensor systems. This role focuses on extracting structured information from raw sensor data under real-time and resource-constrained environments. This lead will assist Perception Systems in transforming data from a variety of sensors—both internally developed and externally sourced—into a coherent, fused understanding of the environment. These perception outputs (e.g., detections, tracks, and classifications) are provided as structured inputs to downstream mission systems that perform higher-level functions such as navigation, task execution, and mission behavior.
The ideal candidate combines strong foundations in signal processing, estimation, and applied mathematics with experience implementing modern computational and data-driven approaches for perception systems.
DUTIES AND RESPONSIBILITIES:
We have an exciting opportunity for a Project Engineer integrated product team (IPT) leader to join our Agile Mission Systems (AMS) team here in San Diego in support of multiple advanced projects focusing on electromagnetic spectrum dominance.
We are seeking a Perception Algorithms Lead to develop and deploy advanced algorithms for sensing, detection, tracking, and classification across multi-modal sensor systems. This role focuses on extracting structured information from raw sensor data under real-time and resource-constrained environments. This lead will assist Perception Systems in transforming data from a variety of sensors—both internally developed and externally sourced—into a coherent, fused understanding of the environment. These perception outputs (e.g., detections, tracks, and classifications) are provided as structured inputs to downstream mission systems that perform higher-level functions such as navigation, task execution, and mission behavior.
The ideal candidate combines strong foundations in signal processing, estimation, and applied mathematics with experience implementing modern computational and data-driven approaches for perception systems.
DUTIES AND RESPONSIBILITIES:
- Lead development of perception algorithms for detection, tracking, and classification using RF, EO/IR, and other sensor modalities
- Design and implement multi-sensor fusion pipelines for robust state estimation and object tracking
- Develop and train models for feature extraction and classification directly from sensor data
- Apply probabilistic methods, statistical inference, and data-driven modeling techniques to noisy, real-world datasets
- Implement and optimize algorithms using modern computational frameworks and hardware acceleration
- Deploy algorithms in real-time and embedded environments with strict latency and compute constraints
- Define perception outputs (detections, tracks, classifications, confidence metrics) for downstream system consumers
- Validate performance using real-world data, simulation, and test events
- Mentor engineers and establish best practices across perception algorithm development
About this role
Summary
Develop and deploy perception algorithms for sensor detection, tracking, and classification.
Job title
Perception Algorithms Lead
Experience level
senior level
Industry
aerospace
Location requirements
San Diego, remote work not specified
Salary
Not specified
Management role
No
Skills & keywords
Required skills
signal processingestimationmathematicscomputational frameworkssensor fusion
Preferred skills
None specified
Specializations
signal processingestimationmathematicscomputational frameworkssensor fusion
Locations
Structured locations inferred from the posting.
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