Full-Time

ML Inference Infrastructure Lead

Video Streaming

Updated on 5/17/2024

Twelve Labs

Twelve Labs

51-200 employees

AI-driven video understanding and search platform

AI & Machine Learning

Senior, Expert

San Francisco, CA, USA

Requirements
  • 10+ years of software development experience
  • 5+ years of experience in building end-to-end machine learning systems
  • 2+ years of experience managing high output engineering teams
  • Proficiency in working with video processing and data pipelining
  • Experience in establishing and maintaining secure software and system development environments
Responsibilities
  • Prioritize the team’s work in building and improving machine learning systems
  • Construct performant, scalable, and reliable inference engine
  • Lead ML Deployment & Operations (VFMOps / VLMOps)
  • Oversee data infrastructure and preparation of high-quality video data
  • Design processes for team operation effectiveness
  • Coach and develop team members
  • Run recruiting efforts through rapid growth period

Twelve Labs provides a powerful video understanding infrastructure that enables multimodal, contextual search and insights, leveraging AI to extract key features from video and transform them into vector representations for fast and scalable semantic search. The technology allows developers to build programs with the ability to see, hear, and understand the world through advanced video-understanding infrastructure.

Company Stage

Seed

Total Funding

$37.2M

Headquarters

San Francisco, California

Founded

2021

Growth & Insights
Headcount

6 month growth

55%

1 year growth

181%

2 year growth

342%