Senior Staff Software Engineer, TLM
Core
Building the high-fidelity, platform-agnostic Ground Truth (GT) engine that powers autonomous vehicle simulation and evaluation using ML Foundation Models.
Role type
Senior Staff Software Engineer, Technical Leader & Manager (TLM)
Builds
The "Oracle" GT engine for AV simulation and evaluation
Domain
Autonomous Driving / Machine Learning / Data Engineering
Deliverable
production ML models
Required skills
Foundation Models (LLMs, VLMs, MMLMs), Python, PyTorch/JAX, ML Architecture, Data Pipelines, Team Leadership, Stakeholder Management
Preferred skills
C++, Distributed Systems, Autonomous Driving Planning/Perception, Academic Publications
Technologies
Python, Numpy, PyTorch, JAX, C++
Responsibilities
Architect modular ML frameworks for semantic signal expansion; Define multi-year roadmap for signal quality and reliability; Oversee petabyte-scale data pipelines with >99% cache hit rates; Act as primary interface for Application Owners to translate simulation needs; Lead high-performing teams of ML and Backend engineers.
Seniority
Senior Staff, Technical Leader & Manager