Software Engineer, Fleet Simulation (Core Data Science)
Core
Build a self-service fleet simulation environment for data scientists to test and evaluate autonomous fleet orchestration algorithms (dispatch, routing, vehicle assignment) and measure their impact on fleet efficiency.
Role type
Senior IC software engineer (fleet simulation & data science tools)
Builds
A coherent, self-service simulation environment and generalizable mechanisms for evaluating fleet orchestration algorithms
Domain
Autonomous vehicles / Fleet operations / Data science
Deliverable
production ML models | product features
Required skills
Python, software development in production, building tools for non-specialist users, version control (Git), designing metrics and evaluation mechanisms
Preferred skills
C++, Kotlin, microservices, distributed systems, simulation, fleet orchestration
Responsibilities
Turn existing simulation components into a self-service environment, fill gaps between simulation and fleet-orchestration algorithms, build mechanisms to measure algorithm impact on efficiency, collaborate on simulation roadmap, establish best practices for simulation and evaluation
