The Data Flywheel & Failure Analysis: Collaborate with research teams to interpret model edge cases and failure modes. Use these insights to refine data collection logic, crafting a continuous loop ...
The Data Flywheel & Failure Analysis: Collaborate with research teams to interpret model edge cases and failure modes. Use these insights to refine data collection logic, crafting a continuous loop ...
Senior Director - GenAI Data Strategy
Santa Clara, CA · On-site
$340 - $518/hr
The Data Flywheel & Failure Analysis: Collaborate with research teams to interpret model edge cases and failure modes. Use these insights to refine data collection logic, crafting a continuous loop ...
Senior Director - GenAI Data Strategy
Santa Clara, CA · On-site
$340 - $518/hr
The Data Flywheel & Failure Analysis: Collaborate with research teams to interpret model edge cases and failure modes. Use these insights to refine data collection logic, crafting a continuous loop ...
Staff ML Engineer, Perception: Auto-labeling
Palo Alto, CA · On-site
$228K - $285K/yr
Medical
Dental
Vision
As such, you will also drive the whole end-to-end ML lifecycle & data flywheel of this effort: data acquisition, metrics definition, evaluation, model performance optimization, feedback loop. A key ...
Staff ML Engineer, Perception: Auto-labeling
Palo Alto, CA · On-site
$228K - $285K/yr
Medical
Dental
Vision
As such, you will also drive the whole end-to-end ML lifecycle & data flywheel of this effort: data acquisition, metrics definition, evaluation, model performance optimization, feedback loop. A key ...
Robotics Software Engineer III, Manipulation
Fremont, CA · Hybrid
$155K - $241K/yr
You will run our LfD flywheel end-to-end for manipulation tasks: collecting data, defining operator instructions, improving data quality, setting up grading rubrics, training policies, evaluating ...
Quick apply
Robotics Software Engineer III, Manipulation
Fremont, CA · Hybrid
$155K - $241K/yr
You will run our LfD flywheel end-to-end for manipulation tasks: collecting data, defining operator instructions, improving data quality, setting up grading rubrics, training policies, evaluating ...
The Data Flywheel & Failure Analysis: Collaborate with research teams to interpret model edge cases and failure modes. Use these insights to refine data collection logic, crafting a continuous loop ...
The Data Flywheel & Failure Analysis: Collaborate with research teams to interpret model edge cases and failure modes. Use these insights to refine data collection logic, crafting a continuous loop ...
Staff ML Engineer, Perception: Auto-labeling
Palo Alto, CA · On-site
$228K - $285K/yr
Medical
Dental
Vision
As such, you will also drive the whole end-to-end ML lifecycle & data flywheel of this effort: data acquisition, metrics definition, evaluation, model performance optimization, feedback loop. A key ...
Staff ML Engineer, Perception: Auto-labeling
Palo Alto, CA · On-site
$228K - $285K/yr
Medical
Dental
Vision
As such, you will also drive the whole end-to-end ML lifecycle & data flywheel of this effort: data acquisition, metrics definition, evaluation, model performance optimization, feedback loop. A key ...
Senior ML Engineer, Perception: Auto-labeling
$179K - $223K/yr
Medical
Dental
Vision
As such, you will also contribute to the whole end-to-end ML lifecycle & data flywheel of this effort: data acquisition, metrics definition, evaluation, model performance optimization, feedback loop.
Senior ML Engineer, Perception: Auto-labeling
$179K - $223K/yr
Medical
Dental
Vision
As such, you will also contribute to the whole end-to-end ML lifecycle & data flywheel of this effort: data acquisition, metrics definition, evaluation, model performance optimization, feedback loop.
Senior ML Engineer, Perception: Auto-labeling
Palo Alto, CA · On-site
$179K - $223K/yr
Medical
Dental
Vision
As such, you will also contribute to the whole end-to-end ML lifecycle & data flywheel of this effort: data acquisition, metrics definition, evaluation, model performance optimization, feedback loop.
Senior ML Engineer, Perception: Auto-labeling
Palo Alto, CA · On-site
$179K - $223K/yr
Medical
Dental
Vision
As such, you will also contribute to the whole end-to-end ML lifecycle & data flywheel of this effort: data acquisition, metrics definition, evaluation, model performance optimization, feedback loop.
Staff ML Engineer, Perception: Auto-labeling
$228K - $285K/yr
Medical
Dental
Vision
As such, you will also drive the whole end-to-end ML lifecycle & data flywheel of this effort: data acquisition, metrics definition, evaluation, model performance optimization, feedback loop. A key ...
Staff ML Engineer, Perception: Auto-labeling
$228K - $285K/yr
Medical
Dental
Vision
As such, you will also drive the whole end-to-end ML lifecycle & data flywheel of this effort: data acquisition, metrics definition, evaluation, model performance optimization, feedback loop. A key ...
Senior ML Engineer, Perception: Auto-labeling
Palo Alto, CA · On-site
$179K - $223K/yr
Medical
Dental
Vision
As such, you will also contribute to the whole end-to-end ML lifecycle & data flywheel of this effort: data acquisition, metrics definition, evaluation, model performance optimization, feedback loop.
Senior ML Engineer, Perception: Auto-labeling
Palo Alto, CA · On-site
$179K - $223K/yr
Medical
Dental
Vision
As such, you will also contribute to the whole end-to-end ML lifecycle & data flywheel of this effort: data acquisition, metrics definition, evaluation, model performance optimization, feedback loop.
Drive the ML Flywheel: Lead the end-to-end lifecycle of ML data, from initial mining and curation to labeling policy definition, validation, and model evaluation. Work cross-functionally to ensure ...
Drive the ML Flywheel: Lead the end-to-end lifecycle of ML data, from initial mining and curation to labeling policy definition, validation, and model evaluation. Work cross-functionally to ensure ...
Staff Product Manager, Data Platform
San Francisco, CA · On-site
$180K - $260K/yr
Medical
Dental
Vision
Life
Retirement
PTO
We help teams make vast quantities of robotics data actionable, creating the data flywheel they need to develop, test, train, deploy, and operate robots with confidence. About the role Data is the ...
Staff Product Manager, Data Platform
San Francisco, CA · On-site
$180K - $260K/yr
Medical
Dental
Vision
Life
Retirement
PTO
We help teams make vast quantities of robotics data actionable, creating the data flywheel they need to develop, test, train, deploy, and operate robots with confidence. About the role Data is the ...
Manager, Retail Marketing, Amazon
Los Angeles, CA · On-site
$75K - $110K/yr
Medical
Dental
Vision
Life
Retirement
PTO
The "Digital Flywheel" Strategy * Lead cross-category initiatives that leverage Paramount's media milestones (theatrical/streaming) to boost retail sales * You ensure that a "Top Gun: Maverick ...
Manager, Retail Marketing, Amazon
Los Angeles, CA · On-site
$75K - $110K/yr
Medical
Dental
Vision
Life
Retirement
PTO
The "Digital Flywheel" Strategy * Lead cross-category initiatives that leverage Paramount's media milestones (theatrical/streaming) to boost retail sales * You ensure that a "Top Gun: Maverick ...
Flywheel measurement. Build the analytical view of how our businesses (admin, Carry, Ark, Meridian) reinforce each other, where the flywheel is real, where it's aspirational, and what investments ...
Quick apply
Flywheel measurement. Build the analytical view of how our businesses (admin, Carry, Ark, Meridian) reinforce each other, where the flywheel is real, where it's aspirational, and what investments ...
Head of Data
San Francisco, CA · On-site
Flywheel measurement. Build the analytical view of how our businesses (admin, Carry, Ark, Meridian) reinforce each other, where the flywheel is real, where it's aspirational, and what investments ...
Head of Data
San Francisco, CA · On-site
Flywheel measurement. Build the analytical view of how our businesses (admin, Carry, Ark, Meridian) reinforce each other, where the flywheel is real, where it's aspirational, and what investments ...
Responsibilities : • Build the Semantic Layer Design and own the semantic layer that powers our system-of-record flywheel. This layer is the foundation for how data, state, and meaning flow through ...
Responsibilities : • Build the Semantic Layer Design and own the semantic layer that powers our system-of-record flywheel. This layer is the foundation for how data, state, and meaning flow through ...
Also help lead a team of research engineers to build the data flywheel to enable the above from Waymo's massive driving data * Integrate emerging research from the broader community to do rigorous ...
Also help lead a team of research engineers to build the data flywheel to enable the above from Waymo's massive driving data * Integrate emerging research from the broader community to do rigorous ...
Build a data flywheel to automatically generate suitable training data for rare instance sensor degradation events using VLMs * Own the entire sensor validation stack end to end * Drive and ...
Build a data flywheel to automatically generate suitable training data for rare instance sensor degradation events using VLMs * Own the entire sensor validation stack end to end * Drive and ...
Own and drive the Signal Lifecycle product roadmap, including ML Flywheel infrastructure, auto-deployment, model onboarding, golden dataset management, and signal performance measurement * Define and ...
Own and drive the Signal Lifecycle product roadmap, including ML Flywheel infrastructure, auto-deployment, model onboarding, golden dataset management, and signal performance measurement * Define and ...
Principal Software Engineer, Perception Pretraining
San Diego, CA · Hybrid
$143K - $192K/yr
Passion to lead engineering excellence and efficient model development through flywheel automation, while having direct technical experience in model quality development to achieve our goals We ...
Principal Software Engineer, Perception Pretraining
San Diego, CA · Hybrid
$143K - $192K/yr
Passion to lead engineering excellence and efficient model development through flywheel automation, while having direct technical experience in model quality development to achieve our goals We ...
Flywheel information
What is a flywheel?
What are the key skills and qualifications needed to thrive as a Flywheel engineer?
What are the main responsibilities of a Flywheel engineer in a manufacturing setting?
What is the difference between Flywheel vs Web Developer?
| Aspect | Flywheel | Web Developer |
|---|---|---|
| Required Credentials | Typically a background in digital marketing, advertising, or media production; certifications in digital tools are common | Usually a degree in computer science, web development, or related field; certifications in coding languages or frameworks |
| Work Environment | Agency or digital marketing firm; collaborative, client-focused | Tech companies, agencies, or freelance; project-based, technical |
| Employer & Industry Usage | Marketing agencies, media companies, startups | Tech firms, digital agencies, freelance projects |
Flywheel professionals focus on digital marketing strategies, content management, and client campaigns, while Web Developers primarily build and maintain websites using coding skills. Both roles often collaborate but serve different core functions within digital projects.
What are popular job titles related to Flywheel jobs in California?
For Flywheel jobs in California, the most frequently searched job titles are:
What job categories do people searching Flywheel jobs in California look for?
The top searched job categories for Flywheel jobs in California are:
What cities in California are hiring for Flywheel jobs?
Cities in California with the most Flywheel job openings:

Full-time
Posted 8 days ago
Nvidia rating
9.6
Based on 17 frontline employees who took The Breakroom Quiz
7th of 245 rated software companies
Job description
What You Will be doing:
- Holistic Data Strategy & Roadmap: Define and evolve the end-to-end roadmap for multi-lingual data acquisition across various modalities (text, vision, audio, etc.) to train and evaluate large-scale AI models. Data sources include:Pre-training: Large scale knowledge-based data collection. Post-training: Planning and collecting for next generation agentic capabilities. Building a golden bench set for both academic and real world measurements.
- The Data Flywheel & Failure Analysis: Collaborate with research teams to interpret model edge cases and failure modes. Use these insights to refine data collection logic, crafting a continuous loop where model output informs the next phase of data acquisition.
- Strategic Data Acquisition: Manage an external ecosystem of data partners and vendors. Establish meticulous qualification and acceptance criteria, ensuring all licensed assets meet legal, ethical, and technical standards.
- Human-in-the-Loop (HITL) & Alignment: Lead the strategy for high-quality human data collection, including RLHF (Reinforcement Learning from Human Feedback), SFT (Supervised Fine-Tuning), and complex "human-in-the-loop" workflows to ensure model safety and alignment.
- Synthetic Data Innovation: Orchestrate the synthetic data stream used to bootstrap and amplify model fine-tuning and evaluation techniques, effectively bridging the gap between real-world scarcity and infinite scale.
- Customer & Ecosystem Engagement: Partner with Solutions Architects and enterprise customers to translate real-world deployment gaps into data priorities. Contribute to NVIDIA's open data strategy, defining benchmarks for developer adoption and dataset release.
- Quality & Governance Frameworks: Establish data quality frameworks, including de-duplication, versioning, bias detection, and ethical filtering. Lead internal policies on data privacy, consent, and transparency.
What We Need to See:
- Bachelor's or Master's degree in Computer Science, AI/ML, Data Science, or a related technical field (or equivalent experience).
- 18+ overall years of experience in product management or data operations specifically within the AI/ML sector at a technology company.
- 8+ years direct people management experience
- Frontier Model Knowledge: Deep understanding of LLM/VLM architectures, training regimes, and alignment methods like RLHF and RLAIF.
- Data-Centric Attitude: A "Full Stack" data perspective, with a proven track record of managing large-scale data pipelines and dealing with diverse modalities.
- Customer Empathy: Experience working directly with enterprise customers or SAs to identify product capability gaps and translating those into concrete data collection requirements.
Ways to Stand Out From the Crowd:
- Open Data & Ecosystem Strategy: Experience releasing public datasets or driving data-as-a-resource initiatives that activate an external developer community.
- Industry Standardization: Experience driving industry-wide standards for data formats and quality metrics.
- Tooling Proficiency: Exposure to data management and labeling platforms (e.g., Scale.ai, Labelbox) and technical tools like Python, SQL, or Spark.
NVIDIA is widely considered to be one of the technology world's most desirable employers! We have some of the most forward-thinking and hardworking people in the world working for us. If you're creative and autonomous, we want to hear from you!
Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. The base salary range is 340,000 USD - 517,500 USD.
You will also be eligible for equity and benefits.
Applications for this job will be accepted at least until August 14, 2026.
This posting is for an existing vacancy.
NVIDIA uses AI tools in its recruiting processes.
NVIDIA is committed to fostering an inclusive work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.
About Nvidia
Sourced by ZipRecruiter
NVIDIA has been transforming computer graphics, PC gaming, and accelerated computing for more than 25 years. It's a unique legacy of innovation that's fueled by great technology--and amazing people. Today, we're tapping into the unlimited potential of AI to define the next era of computing. An era in which our GPU acts as the brains of computers, robots, and self-driving cars that can understand the world. Doing what's never been done before takes vision, innovation, and the world's best talent.
Industry
Computer and electronic product manufacturing
Company size
10,000+ Employees
Headquarters location
Santa Clara, CA, US
Year founded
1993