Software Engineer, Machine Learning
Company: Twelve Labs Inc.
Location: San Francisco
Posted on: April 22, 2025
Job Description:
Who We AreAt Twelve Labs, 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 video-language modeling, allowing developers to build
programs with state-of-the-art semantic search, summarization and
analysis capabilities.Twelve Labs has raised $107 million in Seed +
Series A funding from world-class VC & corporate partners: NVIDIA,
NEA, Radical Ventures, Index Ventures, Snowflake and Databricks.
Our advisory team features 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.About The RoleAs a Software Engineer, Machine Learning
at Twelve Labs, you will drive our ML systems + platform
engineering efforts in all facets of our e2e ML & engineering
workflows. Delivering highly reliable, low latency, high throughput
services is the essence of the role. This role is a perfect fit for
experienced engineers with some past machine learning experience
who want to go deep on unsolved problems in multimodal AI systems,
orchestration, operations, and deployment.In This Role, You
Will:
- Advance our industry-leading enterprise video solutions by
incorporating already-great research into fault tolerant, low
latency systems
- Craft performant APIs using modern Python tools
- Build the highest impact, not the flashiest, libraries and
services
- Mentor junior engineers/researchers, and hold a high bar around
code quality / engineering best practices
- Lead by example in interviewing, hiring, and onboarding
passionate and empathetic engineersYou May Be A Good Fit If You
Have:
- 6+ years of relevant industry experience
- Designed production services using Python, Postgres, FastAPI,
SQLAlchemy, Pydantic (and friends)
- Demonstrated experience as a technical lead to deliver projects
end to end
- Exposure to machine learning models in production environments
(e.g. deployment, serving, lifecycle management, monitoring)Strong
Candidates May Also Have Experience:
- Scaling ML systems and/or data infrastructure to workloads of
petabyte+ scale
- Building Kubernetes-based systems for distributed data/ML
workflowsInterview Process
- Recruiter Phone Screen
- Initial Technical Assessment
- Technical Interview 1: Coding
- Technical Interview 2: System Design & Project Deep Dive
- Final Interview: CultureEven if there are a few checkboxes that
aren't ticked through your prior experience, we still encourage you
to apply! If you are a 0-1 achiever, a ferocious learner, and a
kind and fun team player who motivates others, you will find a home
at Twelve Labs.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.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.
- ---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).
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Keywords: Twelve Labs Inc., San Francisco , Software Engineer, Machine Learning, IT / Software / Systems , San Francisco, California
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