Product Manager, Fleet Modeling and Simulation
The Role: Product Manager, Fleet Modeling and Simulation
Location: Palo Alto, CA
About this opportunity
Lyft is interested in hiring returners at their company. Apply here with ReBoot Accel and we will help advocate on your behalf.
At Lyft, community is what we are and it’s what we do. It’s what makes us different. To create the best ride for all, we start in our own community by creating an open, inclusive, and diverse organization where all team members are recognized for what they bring.
From day one, Lyft’s mission has been to improve people’s lives with the world’s best transportation. And self-driving cars are critical to that mission: they can make our streets safer, cities greener, and traffic a thing of the past. That’s why we started Level 5, our self-driving division, where we’re building a self-driving system to operate on the Lyft network.
Level 5 is looking for doers and creative problem solvers to join us in developing the leading self-driving system for ridesharing. Our team members come from diverse backgrounds and areas of expertise, and each has the opportunity to have an outsized influence on the future of our technology. Our world-class software and hardware experts work in brand new garages and labs in Palo Alto, California, and offices in London, England and Munich, Germany. And we’re moving at an incredible pace: we’re currently servicing employee rides in our test vehicles on the Lyft app. Learn more at lyft.com/level5.
Developing an autonomous vehicle is a complicated prospect. We’re looking for an experienced product manager to develop our hybrid human/AV fleet simulator in close partnership with our engineering team. You will be a bridge between our understanding of how our future vehicles move in the world and the decisions of today. If you enjoy working in a fast-paced, safety-critical environment and you’re great at creating solutions given minimal detail beyond complicated requirements, you might be the person we’re looking for!
Completely own your team's products, existing or new, from ideation, through development, to launch, growth and maintenance
Communicate clearly roadmaps, priorities, experiments, and decisions across a wide spectrum of audiences from partner teams to executive levels
Own Lyft Level 5’s fleet simulator
Conceptualise simulation framework and architecture
Build complex and detailed simulations from the ground up to dynamically model AV fleet operations (charging, cleaning, service etc.), driver and passenger movements, attributes and interactions
Co-architect with engineering simulation modules and automation of simulation-based optimization and analyses
Develop and necessary tests and analyses to validate simulation models and identify improvement opportunities
Deep dive into data to validate operational processes and assumptions
Guide visualization of simulation results to support strategic and operational decision making
Experience & Skills
2+ years of academic or operational background in developing and optimizing large-scale multi-agent systems simulation models
Extensive knowledge of software development capabilities, preferably in Python, C++ or Java; knowledge of GoLang would be an advantage
Experience in software architecting and development of communication interfaces
Nice to Have:
Computer science degree and experience as an engineer preferred
Experience processing large amounts of data using Hive, Spark or similar technology
Knowledge of statistical programming in languages such as Python; and strong working knowledge in RDBMS such as PostgresQL or MySQL
Experience in developing agent-based mobility simulations
Experience in state-of-art routing algorithms