About this role

Trane Technologies is seeking a Senior AI/ML Research Engineer to develop next-generation physics-based AI capabilities for fluid and thermal systems. This role involves applying advanced machine learning techniques to accelerate simulation, optimize designs, and enhance digital engineering workflows for climate solutions.

What we are looking for

6

Develop and apply AI/ML methods for CFD and multi-physics simulation problems
Build physics-informed neural networks and related scientific ML approaches
Create surrogate and reduced-order models to accelerate simulation
Apply Design of Experiments methods to simulation campaigns
Work with simulation data from commercial and open-source solvers
Partner with domain experts and product teams to deploy research into usable tools

Skills mentioned

3

PythonLinuxMachine Learning