Generative AI & Agentic ML Engineer for Global Markets

IDC TECHNOLOGIES (SINGAPORE) PTE. LTD.; Singapore; Presencial; SGD 120.000 - 160.000; Jornada completa

Descripción de la vacante

IDC Technologies (Singapore) Pte. Ltd. is seeking an AI/ML Engineer to design and deliver next‑generation AI solutions across Global Financial Markets.

You will work on agentic AI platforms, retrieval systems, and predictive models to empower market intelligence, product recommendations, client engagement, and workflow automation. You will collaborate with business stakeholders, data scientists, and engineers to translate complex challenges into scalable, production‑ready AI services and APIs,

Formación

• Experience in Machine Learning Engineering, Data Science, AI Engineering, Advanced Analytics.
• Hands-on experience building and deploying ML or AI solutions into production.

Responsabilidades

• Design and develop AI agents using modern agent frameworks.
• Build and optimize RAG (Retrieval-Augmented Generation) solutions.
• Develop agent orchestration workflows and tool-calling frameworks.
• Implement prompt engineering, evaluation, reflection, and memory capabilities.
• Build reusable AI components that can be leveraged across multiple business use cases.
• Build production-ready AI services and APIs.
• Integrate AI solutions with enterprise systems and data sources.
• Implement monitoring, observability, and evaluation frameworks.

Conocimientos

Python

SQL

REST APIs

Scikit-Learn

XGBoost

LightGBM

TensorFlow

PyTorch

RAG

Vector Search

LLM Applications

Dify

Agentic AI frameworks

Data pipelines

Feature engineering

Data quality management

Herramientas

Openshift (OCP)

Docker

Kubernetes

CI/CD pipelines

Git

Descripción del empleo

IDC Technologies (Singapore) Pte. Ltd. is seeking an AI/ML Engineer to design and deliver next‑generation AI solutions across Global Financial Markets.

You will work on agentic AI platforms, retrieval systems, and predictive models to empower market intelligence, product recommendations, client engagement, and workflow automation. You will collaborate with business stakeholders, data scientists, and engineers to translate complex challenges into scalable, production‑ready AI services and APIs,