MLOps Engineer
LG AI Research1 day ago
Seoul, Korea, SouthSenior
Responsibilities
- Design and develop platforms for AI model training and inference.
- Develop and operate container-native workflows covering model training, inference, and monitoring.
- Develop and operate Kubernetes-based microservice services.
- Optimize ML/DL models and deploy and operate them in service environments.
- Strengthen security, manage infrastructure, and optimize resources for reliable AI service operations.
- Collaborate with other departments to clarify requirements and propose solutions.
Requirements
- Experience developing AI/ML services or platforms in public cloud environments.
- Proficiency with Git and Docker, and practical experience deploying and operating services with Kubernetes and infrastructure-as-code tools such as Terraform and Helm.
- Experience operating CI/CD tools including Argo Workflows and Argo CD.
- Understanding of ML/DL fundamentals and ability to design systems around training and inference workload characteristics.
- Backend development experience with Python or Golang and experience using web frameworks such as FastAPI or Echo.
- Ability to clearly explain complex technical concepts and collaborate across departments.
- Preferred: experience evaluating and applying new technologies through proofs of concept.
- Preferred: on-premise service development and operations experience or experience handling large-scale traffic.
- Preferred: experience building API gateways or inference gateways.
- Preferred: experience with LLM serving, LLMOps, and optimization operations, including LLM-d and Gateway API Inference Extension.
- Preferred: experience building AIOps or AI agents using infrastructure and service logs, metrics, and traces.
Benefits
- The hiring process includes resume screening, a coding test and LG Way Fit Test, two online job interviews, and an in-person Culture Fit interview.
- The hiring process may change, with details provided separately to candidates who pass resume screening.
- LG AI Research is not currently a designated military service company, so professional research personnel recruitment and transfers are unavailable.
Categories
About LG AI Research
LG AI Research is the AI research arm of LG Group, building foundation models and enterprise AI services such as EXAONE and Chat EXAONE. It develops and operates data and API platforms and computing infrastructure to help LG affiliates and industry partners deploy AI for real-world problems. Founded in 2020 and headquartered in Seoul, it focuses on multimodal models and applications across manufacturing, consumer electronics, and other sectors.