New Role at Hyundai AutoEver: AI/MLOps Engineer
Excited to join Hyundai AutoEver as an AI/MLOps Engineer, focusing on enterprise AI platforms and ML pipelines for automotive domain. Since Feb 24, 2025
1. About the AI/MLOps Engineer Role
The AI/MLOps Engineer position at Hyundai AutoEver focuses on developing enterprise-scale AI platforms and ML infrastructure for the automotive industry. Key responsibilities include:
- Building enterprise AI platforms and LLM+RAG systems for automotive domain knowledge
- Developing ML pipeline infrastructure for software-defined vehicles
- Supporting autonomous driving development with MLOps practices
- Implementing cloud-native solutions for scalable AI services
2. My Experience and Capabilities
My background uniquely positions me for this role:
- MLOps & AI Platform Experience: Led development of enterprise MLOps solutions including Kubeflow, AutoML, and LLM systems at MAXST
- Infrastructure Expertise: Designed and managed hybrid Kubernetes clusters (AWS EKS + On-Premise) for cost-effective ML workloads
- Automotive Domain Knowledge: 8+ years of research experience in computer vision and ADAS during studies at POSTECH
- Technical Stack:
- MLOps: Kubeflow, Katib, Training Operator, JupyterHub
- LLMOps: RAG, Vector DBs, Ollama
- Infrastructure: Kubernetes, AWS EKS, Terraform, Argo Projects
- Computer Vision: SLAM, SfM, Supervised/Unsupervised Learning, Object Detection
- Soft Skills: Attitude to be a good co-worker ☺️
3. Share to the World
See my LinkedIn post for more details: New Role: AI/MLOps Engineer at Hyundai AutoEver
