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Senior Machine Learning Engineer, Pegasus

TwelveLabs· Tech
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Hybrid (Seoul, South Korea)Full-timePosted 2mo ago

About the role

Senior ML Engineer role focused on building, deploying, and operating production ML systems for the Pegasus video-language model within TwelveLabs’ Jockey platform, with emphasis on reliability, performance, and cross-functional collaboration.

Responsibilities

  • Build, improve, and operate production ML systems for Pegasus, with a focus on reliability, performance, and maintainability.
  • Work across core parts of the ML stack, including deployment, inference, evaluation, monitoring, and supporting infrastructure.
  • Develop systems for serving Video Language Models (VLMs) and handling multimodal data and metadata at production quality.
  • Make strong technical decisions within your area and drive execution with a high degree of ownership.
  • Explore and adopt AI-assisted development tools such as Claude, Gemini, and GPT to improve productivity across coding, experimentation, debugging, and documentation.

Qualifications

  • Strong software engineering and machine learning fundamentals.
  • Experience building and shipping ML systems in production.
  • Experience with multimodal data and familiarity with areas such as computer vision, natural language processing, LLMs, or VLMs.
  • Experience with distributed ML or data workflows, ideally in Kubernetes-based environments.
  • Strong engineering judgment around performance, reliability, and maintainability in production environments.

Skills

Required:Production ML systemsMultimodal data handlingDistributed ML / Kubernetes

Benefits

  • Growth & Tools: 글로벌 B2B 고객과 함께 성장하는 Global Team; 하이브리드 근무; 최신 맥북 및 재택근무 장비 지원; LLM 토큰 무제한 지원; 자기개발비 지원; 영어 교육 및 글로벌 버디 프로그램; 택시비 지원 for 야간/주말 출퇴근.
  • Meal & Snack: 법인카드 연 720만원 상당 사용; 스낵바; 저녁 식대 제공 시 사무실 근무 시 오후 7시 이후.
  • Wellness & Family: 건강검진 연 1회 제공; 단체보험 가입; 독감 예방접종비 지원; 연말 Holiday Break 2주 유급.
Last updated Oct 15, 2026. Interested? Apply on the company site.

About TwelveLabs

Video Intelligence Platform & API

TwelveLabs delivers enterprise video AI powered by multimodal intelligence. Search, analyze, and understand video across vision, audio, and language.

video AImultimodal intelligencesearchanalyzeunderstand video
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