Job Summary:
Hyundai AutoEver America (HAEA) is a key IT affiliate of Hyundai Motor Corporation, providing innovative IT services to enhance mobility. They are seeking a Sr. Software Engineer - Applied AI Engineer to design and implement AI solutions for the automotive industry, focusing on full-stack AI applications and collaboration across teams.
Responsibilities:
• Design and implement applied AI solutions, including LLM applications, RAG pipelines, agentic workflows, predictive models, and generative AI tools.
• Develop full‑stack AI applications, building front‑end interfaces and integrating them with backend services and cloud architecture.
• Build production‑ready AI systems that integrate with enterprise platforms, and user-facing automotive applications.
• Own applied experimentation, prototype rapid PoCs/MVPs, refine prompts, iterate on model performance, and enhance AI reliability.
• Collaborate with cross-functional teams to translate requirements into AI capabilities and ensure solutions meet governance, privacy, and security standards.
Qualifications:
Required:
• Bachelor’s or master’s degree in computer science, engineering or a related field.
• 8+ years of software engineering experience, including 3+ years focused on AI/ML solution development.
• Proven experience delivering production-ready AI systems, including LLM-based applications, traditional ML models, RAG pipelines, and agentic/automated workflows.
• Hands-on expertise with modern agent frameworks such as AutoGen, LangGraph, LlamaIndex, CrewAI, and n8n, with strong knowledge of multi-agent orchestration patterns.
• Strong proficiency in Python and core AI/ML tooling, including TensorFlow or PyTorch, the Hugging Face ecosystem, and common AI orchestration frameworks.
• Deep experience with vector databases (Pinecone, ChromaDB, FAISS) and embedding-based retrieval techniques.
• Advanced understanding of prompt engineering, RAG architecture, model evaluation, and LLM optimization strategies.
• Practical experience with cloud AI platforms such as AWS SageMaker/Bedrock, Azure OpenAI, or Azure AI Foundry, along with ML Ops best practices (CI/CD, testing, model monitoring, observability).
• Proficiency with full-stack and cloud-native development, including React, microservice APIs, relational/NoSQL databases, Docker, and Kubernetes.
• Experience implementing the Model Context Protocol (MCP) to improve context sharing, interoperability, and coordination across multi-agent systems.
Company:
Hyundai AutoEver is an automobile sales internet company. Founded in 2005, the company is headquartered in Fountain Valley, USA, with a team of 201-500 employees. The company is currently Growth Stage.