π 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, standing at the intersection of three core capabilities:
- Automotive Domain Knowledge: 8+ years of R&D experience in computer vision and ADAS (Advanced Driver Assistance Systems).
- Infrastructure & DevOps Expertise: Designing and operating cost-effective systems based on hybrid Kubernetes clusters.
- GenAI & MLOps Capabilities: Hands-on experience in building LLM+RAG systems, ML pipelines, and automation solutions.
This convergence of domain expertise, robust infrastructure engineering, and modern AI capabilities forms a cohesive foundation for contributing to the innovation of software-defined vehicles (SDVs).
- 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 βΊοΈ
3. Share to the World
See my LinkedIn post for more details: New Role: AI/MLOps Engineer at Hyundai AutoEver
