AI Solutions Engineer
Sumitomo Mitsui Banking Corporation6 days ago
Charlotte, NC, USAStaff+
Responsibilities
- Define and architect a scalable, secure, and compliant AI platform using Databricks and Azure Cloud Services.
- Develop infrastructure and REST/WebSocket-based AI and LLM platform services for downstream applications.
- Own model lifecycle management, observability, security, and standardized MLOps/LLMOps practices.
- Build scalable data pipelines supporting AI and ML data requirements.
- Develop and maintain RAG and agentic orchestration layers using technologies such as LangGraph.
- Evaluate emerging Generative AI technologies and integrate those that provide demonstrable business value.
- Mentor and educate engineering teams on Generative AI techniques and platform capabilities.
Requirements
- Bachelor’s degree in Computer Science, Machine Learning, Data Science, or a related field.
- At least 3 years of hands-on experience developing, deploying, and maintaining GenAI or advanced ML models in production.
- At least 3 years of experience with Python and GenAI frameworks or tools such as Databricks Vector Search, Azure AI Search, Azure AI Document Intelligence, LangGraph, Haystack, and LlamaIndex.
- Advanced knowledge of prompt engineering, model fine-tuning, embedding models, RAG methodologies, vector databases, chunking strategies, and GraphRAG.
- Deep familiarity with MLOps/LLMOps tools, data platforms, and cloud platforms.
- Experience developing and deploying RESTful services, containerized applications, and automated CI/CD systems.
- Working knowledge of PyTorch, TensorFlow, and Hugging Face Transformers.
- Strong communication and collaboration skills, including the ability to influence technical and non-technical stakeholders.
Benefits
- Hybrid workforce model allowing employees to work from home and from an SMBC office.
- Employees must live within a reasonable commuting distance of their office, with the specific hybrid schedule discussed during the interview process.
- Reasonable accommodations are available during candidacy for applicants with disabilities.
Categories
About Sumitomo Mitsui Banking Corporation
Sumitomo Mitsui Banking Corporation provides corporate, investment, and commercial banking services—such as lending, capital markets, global trade finance, treasury/FX, and transaction banking—to corporate, institutional, and consumer clients. Headquartered in Tokyo, it is the core banking subsidiary of Sumitomo Mitsui Financial Group (SMFG), one of Japan’s three major banking groups, whose shares trade in Tokyo and as NYSE ADRs (SMFG). SMBC serves clients through a network spanning nearly 40 countries.