SMBC Group · 3 days ago
AI/GenAI Staff Engineer - Vice President
SMBC Group is a top-tier global financial group with a diverse range of financial services. As a Staff AI/GenAI Engineer in the Platform Engineering team, you will design, develop, and deploy AI platforms that drive business value, working closely with various stakeholders to ensure robust and scalable architecture.
AdviceBankingFinancial Services
Responsibilities
Define AI Platform architecture: Design and architect a scalable, secure, and compliant AI platform utilizing Databricks and Azure Cloud Services as the foundational backbone
Develop platform infra and services: Develop infrastructure and REST/Websocket-based AI/LLM platform services for consumption by different downstream applications
Own ML/LLM ops: Apply standardized architecture patterns and MLOps/LLMOps practices for model lifecycle management, observability, and security
Data Engineering: Develop efficient and scalable data pipelines to support AI/ML data requirements
GenAI Solution Development: Build and maintain robust RAG (Retrieval-Augmented Generation) and Agentic orchestration layers using tools like LangGraph and others to enable complex, multi-step GenAI workflows
Evaluate Emerging Technology: Proactively identify and evaluate emerging Generative AI technologies and integrate those that drive demonstrable business value
Technical Mentorship: Mentor and educate broader engineering teams on state-of-the-art Generative AI techniques and platform capabilities
Qualification
Required
Bachelor's degree in Computer Science, Machine Learning, Data Science, or related field
5+ years of hands-on experience in developing, deploying, and maintaining GenAI or advanced ML models in production environments
3+ years of experience in Python and GenAI frameworks/tools e.g. Databricks Vector Search, Azure AI Search, Azure AI document intelligence, LangGraph, haystack, Llama Index etc
Advanced knowledge of prompt engineering, model fine-tuning, embedding models, and effective RAG implementation methodologies, including vector databases, chunking strategies, GraphRAG etc
Deep familiarity with MLOps/LLMOps tools (e.g. MLflow), data platforms (e.g. Databricks) and cloud platforms
Demonstrated experience developing and deploying RESTful services, containerization, and automated CI/CD systems
Working knowledge of ML libraries e.g. PyTorch, TensorFlow, Hugging Face Transformers
Excellent communication and collaboration skills; proven ability to influence and partner with technical and non-technical stakeholders
Company
SMBC Group
SMBC Group is a top-tier global financial group.
H1B Sponsorship
SMBC Group has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (160)
2024 (87)
2023 (73)
2022 (44)
2021 (29)
2020 (26)
Funding
Current Stage
Late StageLeadership Team
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