Agentic AI Engineer — Safe, Scalable LLM Workflows

The Japan Research Institute, Limited (Singapore Branch); Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

Sumitomo Mitsui Banking Corporation is hiring for an AI/ML Engineer to design and implement agentic AI workflows with robust evaluation and governance in a Singapore-based role.

Requirements include 3+ years in AI/ML, Python proficiency, and experience with LLM architectures, API integration, and orchestration. Familiarity with Azure, PyTorch, TensorFlow and MLflow is a plus. Collaboration with risk, data science and engineering teams is essential.

Qualifications

• Minimum 3 years of AI/ML engineering experience.
• Strong understanding of multi-step reasoning and orchestration.
• Hands-on API integration and workflow automation experience.
• Proficiency with Python and ML frameworks.

Responsibilities

• Design, build and validate agentic AI workflows with multi-step reasoning.
• Integrate APIs, tools and connectors for agent operations.
• Develop evaluation pipelines for LLMs and agentic systems.
• Assess retrieval and vector databases, memory and reliability.
• Collaborate with data science, risk and engineering teams on safe AI deployment.
• Promote Responsible AI practices and governance.

Skills

Machine Learning

LLM Architectures

Python

API Integration

Workflow Orchestration

Model Evaluation

Observability & Debugging

Azure

Tools

Power Automate

Power Apps

SharePoint

MLflow

PyTorch

TensorFlow

Keras

scikit-learn

MLlib

Job description

Sumitomo Mitsui Banking Corporation is hiring for an AI/ML Engineer to design and implement agentic AI workflows with robust evaluation and governance in a Singapore-based role.

Requirements include 3+ years in AI/ML, Python proficiency, and experience with LLM architectures, API integration, and orchestration. Familiarity with Azure, PyTorch, TensorFlow and MLflow is a plus. Collaboration with risk, data science and engineering teams is essential.