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Capital One
San Francisco, CA, United States
Center 1 (19052), United States of America, McLean, Virginia Lead Data Engineer Do you love building and pioneering in the technology space? Do you enjoy solving complex business problems in a fast-paced, collaborative, inclusive, and iterative delivery environment? At Capital One, you'll be part of a big group of makers, breakers, doers and disru
Job Source: Capital OneKuraray America, Inc.
San Francisco, CA, United States
Company At Directly, we believe the fundamental nature of work is changing from fixed to fluid, as AI and the gig economy transform how people and companies work in the next economy. We’re leading this shift with an enterprise platform that changes the way companies deliver customer service. Our platform helps companies like Airbnb, Autodesk, Linke
Job Source: Kuraray America, Inc.StreetLight Data
San Francisco, CA, United States
StreetLight pioneered the use of Big Data analytics to shed light on how people, goods, and services move, empowering smarter, data-driven transportation decisions. The company applies proprietary machine-learning algorithms and data processing resources to measure travel patterns of vehicles, bicycles and pedestrians that enable complex transporta
Job Source: StreetLight DataCandid Health
San Francisco, CA, United States
The Role At Candid Health, we're searching for our founding Lead Data Engineer to design, build, and support our next generation of data infrastructure. As a key strategic investment for the company and product, you will be working on highly impactful and visible outcomes. This is an opportunity to get in at the ground floor of designing and build
Job Source: Candid HealthCandid Health
San Francisco, CA, United States
The Role At Candid Health, we’re searching for our founding Lead Data Engineer to design, build, and support our next generation of data infrastructure. As a key strategic investment for the company and product, you will be working on highly impactful and visible outcomes. This is an opportunity to get in at the ground floor of designing and bui
Job Source: Candid HealthBetter Health
San Francisco, CA, United States
Lead Data Engineer (remote) Better Health is creating a new medical provider type, disrupting the $60B home medical supply industry. How? By bundling peer support, coaching, education, and home delivery of medical supplies in an end-to-end care solution we turn the focus to our members and help them choose the best medical supplies to address thei
Job Source: Better HealthDisney Cruise Line - The Walt Disney Company
San Francisco, CA, United States
Disney Entertainment & ESPN Technology On any given day at Disney Entertainment & ESPN Technology, we’re reimagining ways to create magical viewing experiences for the world’s most beloved stories while also transforming Disney’s media business for the future. Whether that’s evolving our streaming and digital products in new and immersive ways, pow
Job Source: Disney Cruise Line - The Walt Disney CompanyNew Relic
San Francisco, CA, United States
Lead Data Engineer (Remote) Lead Data Engineer (Remote) Lead Software Engineer Your opportunity We are looking for a highly skilled and motivated Lead Data Engineer to join our Data Platform Team. As a team member, you will play a meaningful role in designing, building, and maintaining scalable and reliable data pipelines and platforms. You will
Job Source: New RelicSan Francisco, CA, United States
Who we are
At Twelve Labs, we are pioneering the development of cutting-edge multimodal foundation models that have the ability to comprehend videos just like humans do. Our models have redefined the standards in video-language modeling, empowering us with more intuitive and far-reaching capabilities, and fundamentally transforming the way we interact with and analyze various forms of media.
With a remarkable $77 million in Seed and Series A funding, our company is backed by top-tier venture capital firms such as NVIDIA’s NVentures, NEA, Radical Ventures, and Index Ventures, and prominent AI visionaries and founders such as Fei-Fei Li, Silvio Savarese, Alexandr Wang and more. Headquartered in San Francisco, with an influential APAC presence in Seoul, our global footprint underscores our commitment to driving worldwide innovation.
We are a global company that values the uniqueness of each person’s journey. It is the differences in our cultural, educational, and life experiences that allow us to constantly challenge the status quo. We are looking for individuals who are motivated by our mission and eager to make an impact as we push the bounds of technology to transform the world. Join us as we revolutionize video understanding and multimodal AI.
About the role
As the ML Data Infrastructure Lead at Twelve Labs, you will lead the data team, managing data infrastructure and preparing high quality video data for our training runs. Unlike text or image, video is complex to process (because of size and decoding), multimodal (visual and audio), and has a temporal aspect. Information can become easily redundant while being dependent on earlier information (like text). Because of the complexity of data processing at Twelve Labs, this role will have a significant impact on the quality of our models. In this role, you will Acquire and deliver massive and high-quality datasets for our large training runs.
Develop and implement best practices and data pipelines (ingest, annotate, and incorporate high-quality datasets into model training and evaluation) by working with internal and external data partners.
Improve our data infrastructure (e.g., management, versioning) by collaborating with software engineers and security engineers.
Collaborate with modeling and product teams to evaluate the impact of the data on our models and continuously improve the data quality.
Hire, provide career growth guidance, coaching, and training for engineers on your team.
Work across teams to understand and manage project priorities and product deliverables, evaluate trade-offs, and drive technical initiatives from execution to landing.
You may be a good fit if you have 5+ years of experience in managing unstructured and/or human-annotated data (e.g., collecting or assessing sample quality)
Owned data initiatives such as data cleaning, data validation, data augmentation, and image or video processing
Proficiency in Python
Experience with ML frameworks such as Pytorch and Tensorflow
2+ years people management experience
Desired experience MS, PhD in Computer Science or a related field.
Experience with creating large-scale datasets or RLHF-based dataset creation.
Interview and Onboarding Process:
Recruiter Phone Screen -> Hiring Manager Call -> Technical Interview and/or Take Home Assignment -> Culture Interview -> Reference Checks
We're also excited to share that we'll do global onboarding in Seoul for all new hires (company-sponsored travel).
Even if there are a few checkboxes that aren’t ticked through your prior experience, we still encourage you to apply! If you are a 0-to-1 achiever, a ferocious learner, and a kind and fun team player who motivates others, you will find a home at Twelve Labs.
We welcome applicants from all walks of life and are committed to equal-opportunity employment. We cherish and celebrate diversity not just because it is the right thing to do, but because it makes our company much stronger.
Benefits and Perks
An open and inclusive culture and work environment. Work closely with a collaborative, mission-driven team on cutting-edge AI technology. Full health, dental, and vision benefits ✈️ Extremely flexible PTO and parental leave policy. Office closed the week of Christmas and New Years. Remote-flexible, offices in San Francisco and Seoul and coworking stipend VISA support (such as H1B and OPT transfer for US employees)
Email Alert for Lead Data Engineer jobs in San Francisco, CA, United States
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