3 дня назад
ML Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
ML Engineer (AI): Building and operating production-grade video-language models and reasoning systems with an accent on reliability, performance, and multimodal data processing. Focus on scaling infrastructure for millions of hours of video and integrating advanced ML systems into production environments.
Location: Seoul, South Korea (Hybrid)
builds the intelligence layer for video, creating multimodal AI models that understand video across sight, sound, and motion.
What you will do
- Build, improve, and operate production ML systems for Pegasus, focusing on reliability and performance.
- Work across the core ML stack, including deployment, inference, evaluation, and monitoring.
- Develop systems for serving Video Language Models (VLMs) and handling multimodal data at scale.
- Drive technical decisions and execution with a high degree of ownership.
- Utilize AI-assisted development tools to improve productivity across experimentation and documentation.
Requirements
- Strong software engineering and machine learning fundamentals.
- Experience building and shipping ML systems in production.
- Familiarity with multimodal data, computer vision, NLP, LLMs, or VLMs.
- Experience with distributed ML or data workflows, ideally in Kubernetes-based environments.
- Strong engineering judgment regarding performance and maintainability.
Nice to have
- Experience serving or optimizing LLM/VLM systems in production.
- Experience with inference optimization techniques like batching, caching, or quantization.
- Experience taking AI/ML systems from early-stage development to production.
- Master's or PhD in Machine Learning, Computer Science, or a related field.
Culture & Benefits
- Hybrid work environment balancing autonomy and collaboration.
- Annual self-development budget of approximately 1.4 million KRW.
- Unlimited LLM token support for technical staff.
- Annual corporate card allowance of 7.2 million KRW for meals and transportation.
- Comprehensive wellness support including health checkups, group insurance, and flu shots.
- Two-week paid holiday break at the end of the year.
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