Latitude AI (lat.ai) is developing automated driving technologies, including L3, for Ford vehicles at scale. The Virtual Test Ecosystem (VTE) team needs to ensure that their simulation and resimulation workflows run efficiently and reliably at large scale to support large-scale safety and performance testing of autonomy developers and testers prior to in-vehicle testing.
Requirements
- Expertise in writing Python code that's efficient, well-documented, and well-tested
- 2+ years' experience writing scalable applications that execute in a cloud or HPC environment
- 2+ years' experience writing software that interacts with AWS and/or GCP services
- Familiarity with NumPy and scientific programming
- C++ development experience
- Experience with Kubernetes
Responsibilities
- support this via improvements to our sim/resim cloud framework and applications that run on this framework
- In terms of implementation, this involves a lot of Python coding, interacting with open source packages and various AWS/GCP services.
- In terms of analysis, we're constantly looking for bottlenecks that limit scalability or otherwise hinder performance.
- You'll put together benchmarking to identify these spots and associated dashboards to track and summarize the information.
- Then armed with that information, you'll implement solutions to increase efficiency
- contribute to the ecosystem of how we manage storing and searching for these logs efficiently, including how we automate indexing the interesting actors and interactions in a scene and how we determine our dataset coverage
- work on the sim/resim cloud framework implementation to make this easy for all developers to add in their metrics and support the metrics implementation themselves as needs arise
Other
- Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics or a related field and 2+ years of relevant experience, Master's degree, or PhD
- Willingness and desire to learn how onboard and offboard components interact with each other and propose solutions to improve how developers and testers work with both systems
- Candidates for positions with Latitude AI must be legally authorized to work in the United States on a permanent basis.
- Verification of employment eligibility will be required at the time of hire.
- Visa sponsorship is available for this position.
