Design, develop, validate, and maintain workforce models and simulation capabilities to evaluate force structure changes, workforce flows, training pipelines, and readiness impacts, supporting workforce optimization and leadership decision-making.
Compensation
W2 Hourly rate: $45-$55. Pay rates are based on experience, qualifications, location, and certifications, and are subject to change at any time.
Responsibilities
Analyze, integrate, and prepare workforce, training, readiness, and force structure data from sources such as Envision, STARS DMOG, AFMA, ARM, LCOM, and AETC systems.
Develop and maintain workforce flow models, net flow analyses, and workforce health assessments to identify key drivers, bottlenecks, and constraints across the 2A force generation enterprise.
Design, develop, calibrate, and validate simulation models, including Discrete Event Simulation and System Dynamics, to evaluate workforce planning scenarios and force structure alternatives.
Apply quantitative analysis and forecasting techniques to assess workforce trends and readiness impacts.
Develop visualizations, dashboards, technical documentation, and analytical products to communicate findings and support leadership decision-making.
Requirements
Nice to have: Experience with Discrete Event Simulation modeling
Supporting combatant command missions including electromagnetic spectrum systems engineering, cybersecurity analytics, and network resiliency analysis.
Responsibilities
Architect and implement technical solutions
Research emerging technologies
Develop strategies and policies for implementation
Partner with senior Combatant Command sponsors
Communicate advanced electromagnetic spectrum engineering concepts to senior leaders
Own and develop a discrete-event simulator for reinforcement learning-driven orchestration, improving realism, reducing sim-to-real gap, and scaling training for warehouse robotics.
Compensation
The expected base salary range for this role is GBP 70,000 - 120,000 based on external market data, plus bonus and equity.
Responsibilities
Own the simulator
Pay down technical debt: improve test coverage, code quality, reproducibility and developer tooling
Build the experiment infrastructure around the simulator: orchestration, study management, reporting and automated runs across benchmark sites
Generate and maintain site data needed to simulate customer warehouses
Support scenario testing and sensitivity analysis for our order-engine and orchestration teams
Requirements
PhD in Computer Science, AI/ML, Robotics, Mathematics, Physics, Operations Research or related quantitative field
MSc and 5+ years of industry experience applying AI/ML or simulation to real-world problems
Nice to have: Publications in major AI/ML/robotics venues
Nice to have: Experience in robotics, logistics, warehouse or other operations-heavy domains
Senior Backend Software Engineer on the Systems Integrity Group (SIG) initiative, building simulation and digital twin validation frameworks for manufacturing verification.
Compensation
$191,000—$254,000 USD
Responsibilities
Build web applications that orchestrate simulation frameworks, digital twin validation, and V&V automation workflows for manufacturing verification.
Develop UE5-based 3D visualization interfaces that ingest real-time data from the Unified Namespace and render data-rich, interactive views of factory operations, manufacturing processes, and production systems.
Partner with manufacturing engineers and factory operators to understand production workflows and translate them into software requirements.
Write production-quality code with comprehensive tests, participating in code review and architectural discussions.
Design and implement tooling that verifies manufactured output matches engineering intent by comparing as-built geometry, assembly sequences, and quality measurements against design specifications.
Requirements
Bachelor's in Computer Science, Information Systems, Engineering, or related technical field
Nice to have: manufacturing, industrial, or OT-adjacent domains (MES, SCADA, PLC integration, factory automation, IoT)
Nice to have: Unreal Engine 5 for industrial visualization
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