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Senior Principal Engineer- Autonomous Driving (ADAS) Data Loop & Flywheel

Robert Bosch GmbH
  • Sunnyvale, CA
  • $240,000–$320,000 Per Year
8 days ago

Job Description

We Are Bosch.

At Bosch, we shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people's lives. Our areas of activity are every bit as diverse as our outstanding Bosch teams around the world. Their creativity is the key to innovation through connected living, mobility, or industry.

Let's grow together, enjoy more, and inspire each other. Work #LikeABosch

  • Reinvent yourself: At Bosch, you will evolve.
  • Discover new directions: At Bosch, you will find your place.
  • Balance your life: At Bosch, your job matches your lifestyle.
  • Celebrate success: At Bosch, we celebrate you.
  • Be yourself: At Bosch, we value values.
  • Shape tomorrow: At Bosch, you change lives.

"Invented for Life" drives us at Bosch and our vision of future mobility. Autonomous vehicles will change the way we move, and at Bosch, we are working on making this future a reality. We are growing our team to build next-generation ADAS and autonomous driving platforms, and we are looking for senior electrical and system integration engineers to define, build, and scale our vehicle platform hardware.

As the Senior Principal Engineer - ADAS & AV Data Loop & AI Flywheel, you will spearhead the architectural strategy, design, and execution of the end-to-end continuous data engine powering Bosch XC's L2+ ADAS and autonomous driving stacks (e.g., driving, parking, interior sensing) across entry, mid, and high-tier vehicle platforms.

You will serve as the chief technical authority driving the software, data loop, and MLOps machinery that automatically ingests raw fleet logs, curates high-value edge cases, auto-labels datasets, retrains deep learning models, and validates releases for embedded automotive platforms.

Key Responsibilities

  • Define and execute the technical roadmap and strategy for the E2E Autonomous Driving Data Engine, including fleet data loop automation, active learning pipelines, auto-labeling, simulation, and MLOps tooling.
  • Oversee the end-to-end architecture, development, and testing of the AI data flywheel and its seamless interaction with edge fleet triggers, cloud data lakes, model repositories, and automotive target hardware.
  • Collaborate closely with cross-functional leads (data engineering, cloud infrastructure, embedded runtime SOC teams) to define, drive, and scale the integrated AI machinery ecosystem.
  • Establish a rapid-evaluation development framework that accelerates the benchmarking, active learning selection, and continuous integration of emerging multimodal E2E AI solutions (e.g., Transformers, Occupancy Networks, Vision-Language models).
  • Guide the transition of raw fleet log data and research prototypes into scalable, production-grade training and auto-labeling pipelines, ensuring runtime performance optimization on automotive-grade hardware.
  • Leverage prior industry experience launching AI-based L2+ systems to implement automated validation workflows, scenario-based testing (SIL/HIL), and continuous feedback loops aligned with automotive safety standards (ISO 26262, ISO 21448 / SOTIF).
  • Mentor and lead a high-caliber team of AI scientists and software engineers, establishing technical excellence in automated data engines and large-scale AI machinery.

Basic Qualifications:

  • Master's degree or Ph.D. in Computer Science, Robotics, Electrical Engineering, AI, or a closely related field focused on autonomous systems.
  • 10+ years of software development and system architecture experience in ADAS or Autonomous Driving applications.
  • Proven industry track record of taking AI-based L2+ or L3/L4 autonomous driving systems into mass production.
  • Deep knowledge of End-to-End AI architecture, model training algorithms, and data flywheel concepts (including active learning, fleet edge-triggers, and automated data curation).
  • Deep technical mastery of modern deep learning frameworks (PyTorch, TensorFlow) and foundational AI paradigms (Transformers, Occupancy Networks, Reinforcement/Imitation Learning).
  • Expertise in model compression, quantization, and deployment of complex neural networks onto embedded automotive target platforms (SOCs).
  • Hands-on experience architecting cloud-native distributed training infrastructures, high-throughput data processing pipelines, and MLOps / CI/CD platforms for petabyte-scale fleet datasets (e.g., Ray, Kubernetes, Triton, Spark).

Preferred Qualifications:

  • Hands-on experience developing offline high-precision auto-labeling frameworks (utilizing multimodal foundation models, 3D perception fusion, or generative AI engines).
  • Experience integrating closed-loop simulation engines (SIL/HIL) and synthetic scenario generation into AI retraining pipelines.
  • Strong programming proficiency in Python and C++.
  • Deep understanding of functional safety and safety-of-the-intended-functionality standards (ISO 26262, ISO 21448 / SOTIF) applied to deep learning systems.
  • Exceptional technical leadership, mentoring skills, and cross-functional communication abilities.

The U.S. base salary range for this full-time position is $240,000 - $320,000. Within the range, individual pay is determined based on several factors, including, but not limited to, work experience and job knowledge, complexity of the role, job location, etc. This range does not include annual bonus percentage nor any other monetary considerations for the total compensation package. Your Recruiter can share more details about the specific salary range for this position during the interview process.

In addition to your base salary, Bosch offers a comprehensive benefits package that includes health, dental, and vision plans; health savings accounts (HSA); flexible spending accounts; 401(K) retirement plan with an attractive employer match; wellness programs; life insurance; long term disability insurance; paid time off; parental leave. Pay ranges included in the postings, when included, generally reflect base salary; certain positions may include bonus, or additional benefits.

Equal Opportunity Employer, including disability / veterans

  • Bosch adheres to Federal, State, and Local laws regarding drug-testing. Employment is contingent upon the successful completion of a drug screen and background check. Candidates who have been offered the position must pass both screenings before their start date.

#LI-JM1

Numbers & Facts

LocationSunnyvale, CA
IndustryEngineering Services
Salary$240,000–$320,000 Per Year
Company Size10,000 employees or more
Year Founded1886
Websitehttp://www.bosch.com

About Company

The Bosch Group is a leading global supplier of technology and services. It employs roughly 375,000 associates worldwide (as of December 31, 2015). The company generated sales of 70.6 billion euros in 2015. Its operations are divided into four business sectors: Mobility Solutions, Industrial Technology, Consumer Goods, and Energy and Building Technology. The Bosch Group comprises Robert Bosch GmbH and its roughly 440 subsidiaries and regional companies in some 60 countries. Including sales and service partners, Bosch’s global manufacturing and sales network covers some 150 countries. The basis for the company’s future growth is its innovative strength. Bosch employs 55,800 associates in research and development at roughly 118 locations across the globe. The Bosch Group’s strategic objective is to deliver innovations for a connected life. Bosch improves quality of life worldwide with products and services that are innovative and spark enthusiasm. In short, Bosch creates technology that is “Invented for life.”

Skills

  • 3D Modelingunmatched
  • Algorithmsunmatched
  • Architectural Servicesunmatched
  • Artificial Intelligence (AI)unmatched
  • Audiovisualunmatched
  • Automationunmatched
  • Autonomous Driving Systemsunmatched
  • Benchmarkingunmatched
  • C++ Programming Languageunmatched
  • Cloud Architectureunmatched
  • Cloud Computingunmatched
  • Communication Skillsunmatched
  • Computer Programmingunmatched
  • Computer Scienceunmatched
  • Continuous Deployment/Deliveryunmatched
  • Continuous Integrationunmatched
  • Cross-Functionalunmatched
  • Data Managementunmatched
  • Data Modelingunmatched
  • Data Processingunmatched
  • Data Setsunmatched
  • Deep Learningunmatched
  • Ecosystemsunmatched
  • Electrical Engineeringunmatched
  • Electricityunmatched
  • Embedded Systemsunmatched
  • Federal Laws and Regulationsunmatched
  • High Throughputunmatched
  • ISO (International Organization for Standardization)unmatched
  • Layer 2 Protocolsunmatched
  • Life Insuranceunmatched
  • Machine Toolunmatched
  • Mass Productionunmatched
  • Mentoringunmatched
  • Model Validationunmatched
  • Modeling Languagesunmatched
  • Neural Networksunmatched
  • Python Programming/Scripting Languageunmatched
  • Roboticsunmatched
  • Safety Standardsunmatched
  • Simulationunmatched
  • Software Developmentunmatched
  • Software Engineeringunmatched
  • State Laws and Regulationsunmatched
  • System Architectureunmatched
  • System Integration (SI)unmatched
  • Systems Engineeringunmatched
  • Technical Leadershipunmatched
  • Technical Strategyunmatched
  • Test Plan/Scheduleunmatched
  • Test Scenariounmatched
  • Training Data Setsunmatched
  • Vehicle Fleetsunmatched

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