Senior AI Systems Engineer- Autonomous Driving
Bosch Global2 days ago
Base Salary
$185k - $215k/yr
Responsibilities
- Architect and scale intelligent failure-triaging and automated root-cause-analysis frameworks for petabyte-scale simulation and real-world vehicle logs.
- Apply LLMs/VLMs, time-series anomaly detection, statistical pattern recognition, and causal inference to isolate failure modes across perception, planning, control, and vehicle platform layers.
- Integrate automated triage into continuous integration, regression testing, and SiL/HiL/ViL cloud replay pipelines.
- Establish best practices for log structures, analytics workflows, vector search and embeddings, and ML pipeline reliability.
- Partner with autonomy software leads, validation engineers, and cloud infrastructure teams to integrate automated diagnostics into R&D workflows.
- Set technical direction, influence architecture and engineering standards, and lead a cross-functional technical team.
Requirements
- Master’s degree or Ph.D. in Computer Science, Computer Engineering, Robotics, Electrical Engineering, or a related technical field, or equivalent practical experience.
- At least 5 years of progressive engineering experience in software development, data analytics infrastructure, or automated testing for autonomous vehicles, robotics, or complex distributed systems.
- At least 2 years of experience leading technical architecture, engineering strategy, or technical direction across multiple engineering teams.
- Expert proficiency in Python and C++ and experience building production-grade data pipelines, distributed execution frameworks, or testing infrastructure.
- Hands-on experience with big data structures, robotics logging formats such as ROS/ROS2, MCAP, Protobuf, and CAN logs, and cloud data storage.
- Preferred experience applying LLMs/VLMs, sequence modeling, pattern recognition, or vector embeddings to log classification, failure-mode retrieval, or automated root-cause analysis.
- Preferred understanding of autonomous-driving architectures, including perception, sensor fusion, localization, motion planning, and vehicle control.
- Preferred experience with SiL, HiL, or large-scale cloud replay and simulation testing.
- Preferred experience with PySpark, Ray, Databricks, Snowflake, vector databases, Apache Airflow, Kubernetes, and AWS/GCP services.
Benefits
- Competitive California base salary of $185,000–$215,000 plus annual corporate and long-term incentive bonuses.
- Premium health coverage, 401(k) with generous matching, financial-planning resources, paid time off, parental leave, and life and disability protection.
- Employment is contingent on successfully completing a drug screen and background check before the start date.
Tech Stack
Categories
ML EngineeringRobotics
About Bosch Global
Bosch Global (Robert Bosch GmbH) develops and sells mobility components and software, industrial automation and sensors, home appliances and power tools, and energy and building technologies to automakers, manufacturers, builders, and consumers. It monetizes through product sales and connected services spanning IoT, AI, and embedded software. Founded in 1886 and headquartered in Gerlingen-Schillerhöhe, Germany, the privately held Bosch Group operates worldwide across Mobility, Industrial Technology, Consumer Goods, and Energy and Building Technology sectors.