ML Data Project Manager
ML Data Project Manager
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USD 94000 - 115000
1 Vacancy
Job Description
Who We Are:
At TwelveLabs we are pioneering the development of frontier multimodal foundation models that can see hear and understand the world as humans do. Our models have redefined the standards in videolanguage modeling allowing developers to build programs with stateoftheart semantic search summarization and analysis capabilities.
TwelveLabs has raised $107 million in Seed Series A funding from worldclass VC & corporate partners: NVIDIA NEA Radical Ventures Index Ventures Snowflake and Databricks. Our advisory team features AI visionaries and founders such as FeiFei 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.
About the Role:
You will be a vital member of our ML Data Team the team which delivers the data and ground truth labels that are critical to our efforts to build world class video models (currently State of the Art SoTA on several industry benchmarks!). Your role will primarily be delivery focused and include responsibilities such as defining dataset needs and requirements in consultation with our research and product teams; designing and building data pipelines; and coordinating with our vendor partners that execute at scale. You will also be responsible for automating as much of the repetitive partnership and annotationqualityevaluation work as possible. A desire to work cross functionally and to build relationships is critical for success in this position.
You will:
Plan design and execute data collection and labeling projects from start to finish.
Build and keep up solid relationships with our outside vendors and contractors. Ensure our collaboration is smooth and valuable.
Create labeling instructions and evaluate data quality. Make sure weve got a good mix of quality diversity and quantity of data. Brainstorm ways to make our tools or instructions more userfriendly.
Keep tabs on ongoing projects to make sure were putting our resources in the right places. Be ready to tweak project scope and instructions when new information comes in.
Share updates on projects including by building diagnostics/dashboards and data analysis tools/reports.
Keep an eye out for automation opportunities in any of the above to make things easier over time.
You may be a good fit if you have:
2 years of experience working in a data operations organization.
Experience with gathering labeling and analyzing data including familiarity with popular annotation tools and workflows.
The ability to analyze messy and complex data identify overarching patterns and distill your findings into crisp annotation guidelines or other accessible documentation.
Excellent communication and project management skills and the ability to work with both internal and external teams.
The ability to support several projects simultaneously and to accept reprioritization as needed.
A highlevel understanding of the workings of LLMs VLMs and/or prompt engineering.
Conviction that data is the key ingredient for the performance of AI models.
Youll stand out if you have:
2 years of experience with Python or other popular industry tools for automation.
Experience working with thirdparty SDKs.
Experience in data collection and labeling for multimodal language models.
Experience working with research scientists and engineers.
Expertise or interest in videocentric domains such as sports advertising and content creation.
Even if there are a few checkboxes that arent ticked through your prior experience we still encourage you to apply! If you are a 01 achiever a ferocious learner and a kind and fun team player who motivates others you will find a home at TwelveLabs.
We are a global company that values the uniqueness of each persons 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.
Benefits and Perks:
An open and inclusive culture and work environment.
Work closely with a collaborative missiondriven team on cuttingedge AI technology.
Full health dental and vision benefits.
Flexible PTO and parental leave policy. Office closed the week of Christmas and New Years.
VISA support (such as H1B and OPT transfer for US employees).
Required Experience:
IC
Employment Type
Full-Time
