AI​/Simulation Engineer - Fire and Explosion

Simulation Engineer

The UL Solutions Research and Development team and Modeling and Simulation team is seeking a Simulation Engineer with a strong CFD, fire dynamics and thermal sciences background to support fire and explosion hazard modeling. This role applies advanced computational fluid dynamics, heat transfer, and combustion modeling to evaluate battery fires, gas explosions, and performance-based fire safety designs. The engineer will primarily work with Flame Acceleration Simulator (FLACS) for deflagration explosion and gas dispersion analysis and Fire Dynamics Simulator (FDS), fire dynamics, smoke, and thermal impact modeling.

The position supports large-scale battery fire testing, performance-based design (PBD), code compliance, and customer-facing engineering projects within the energy and built-environment sectors. This role is intended for engineers trained in thermal-fluid sciences or CFD, who wish to specialize in fire and explosion safety engineering.

• Develop and execute CFD-based fire and explosion simulations using:
• FLACS for gas dispersion, flame acceleration, and vented/unvented deflagration analysis
• FDS for gas dispersion, fire dynamics, smoke movement, heat transfer, and plume behavior
• Model ESS/BESS fire and explosion scenarios, including:
• Battery off-gas release and dispersion
• Ignition and over pressure development
• Large-scale enclosure and outdoor fire scenarios
• Apply strong fundamentals in heat transfer (convection, conduction, radiation), fluid flow and turbulence, combustion, and fire dynamics
• Analyze simulation outputs such as:
• Temperature fields, heat fluxes, and thermal exposure
• Over pressure and impulse
• Gas concentration and visibility
• Support performance-based fire and explosion safety design (PBD) aligned with applicable codes and standards
• Interpret simulation results in the context of code intent, safety objectives, and risk reduction strategies
• Assist in defining credible worst-case and design fire/explosion scenarios
• Perform pre-processing, solver execution, and post-processing of CFD simulations
• Support verification and validation (V&V) through comparison with:
• Large-scale ESS fire test data
• Literature and experimental benchmarks
• Prepare clear, defensible technical reports for internal review and external customers
• Work under guidance of senior fire and explosion engineers while progressively taking ownership of tasks
• Collaborate with multidisciplinary teams across CFD, testing, certification, and research
• Maintain high-quality documentation and adherence to established modeling workflows
• Actively develop expertise by reviewing technical literature and internal best practices

• Bachelor's or Master's degree in Mechanical Engineering / Chemical Engineering/ Thermal Sciences/ Combustion, Fire Protection Engineering, or CFD-related disciplines
• 3–5 years of experience in CFD, thermal-fluid simulation, fire modeling, or related applied simulation work
• Hands-on experience or project exposure to:
• Fire Dynamics Simulator (FDS) and
• FLACS or similar explosion / gas dispersion tools
• Computer Aided Design (CAD) software (e.g. Inventor, Solid Works)
• Ability to apply engineering judgment and first principles when building simulation models
• Excellent technical writing and verbal communication skills
• Comfortable working independently on defined tasks within a structured engineering framework
• Exposure to battery energy storage systems (BESS/ESS) or lithium-ion thermal runaway (nice to have)
• Familiarity with large-scale fire testing or fire test data interpretation (nice to have)
• Awareness of performance-based fire engineering concepts (nice to have)
• Basic knowledge of relevant standards (e.g., NFPA 855, NFPA 68/69, IFC, international fire codes) (nice to have)
• Experience with other CFD tools (ANSYS Fluent, OpenFOAM, CFX)
• Experience with Python workflow automation (nice to have)
• Interest in research, model validation, and advanced simulation methodologies

What you'll experience working for ULS

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