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:
โข Design and implement applied AI solutions, including LLM applications, RAG pipelines, agentic workflows, predictive models, and generative AI tools.
โข Develop fullโstack AI applications, building frontโend interfaces and integrating them with backend services and cloud architecture.
โข Build productionโready AI systems that integrate with enterprise platforms, and user-facing automotive applications.
โข Own applied experimentation, prototype rapid PoCs/MVPs, refine prompts, iterate on model performance, and enhance AI reliability.
โข Collaborate with cross-functional teams to translate requirements into AI capabilities and ensure solutions meet governance, privacy, and security standards.
Qualifications:
Required:
โข Bachelorโs or masterโs degree in computer science, engineering or a related field.
โข 8+ years of software engineering experience, including 3+ years focused on AI/ML solution development.
โข Proven experience delivering production-ready AI systems, including LLM-based applications, traditional ML models, RAG pipelines, and agentic/automated workflows.
โข Hands-on expertise with modern agent frameworks such as AutoGen, LangGraph, LlamaIndex, CrewAI, and n8n, with strong knowledge of multi-agent orchestration patterns.
โข Strong proficiency in Python and core AI/ML tooling, including TensorFlow or PyTorch, the Hugging Face ecosystem, and common AI orchestration frameworks.
โข Deep experience with vector databases (Pinecone, ChromaDB, FAISS) and embedding-based retrieval techniques.
โข Advanced understanding of prompt engineering, RAG architecture, model evaluation, and LLM optimization strategies.
โข 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).
โข Proficiency with full-stack and cloud-native development, including React, microservice APIs, relational/NoSQL databases, Docker, and Kubernetes.
โข 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.