Generative AI Engineer - Production-Ready ML & Agents

QUESS SELECTION & SERVICES PTE. LTD.; Singapore; Vor Ort; SGD 140.000 - 210.000; Vollzeit

Zusammenfassung

QUESS SELECTION & SERVICES PTE. LTD. is seeking an experienced AI/ML engineer to design, build, and deploy production-grade AI solutions.

The role focuses on Generative AI, agent frameworks, and RAG systems, with responsibility for data-driven decisions, model performance, and scalable architectures across enterprise systems. You will work on AI applications, data pipelines, and tool-calling frameworks, collaborating with cross-functional teams to deliver measurable business outcomes.

Qualifikationen

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

Aufgaben

• 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 across multiple business use cases.
• Develop machine learning models for client propensity prediction, recommendations, classification and ranking.
• Analyze large structured and unstructured datasets to generate actionable insights.
• Monitor model performance and continuously improve accuracy and relevance.

Kenntnisse

Python

SQL

REST APIs

Machine Learning Engineering

Data Science

AI Engineering

Advanced Analytics

Tools

Scikit-Learn

XGBoost

LightGBM

TensorFlow

PyTorch

Docker

Kubernetes

OpenShift

Git

Jobbeschreibung

QUESS SELECTION & SERVICES PTE. LTD. is seeking an experienced AI/ML engineer to design, build, and deploy production-grade AI solutions.

The role focuses on Generative AI, agent frameworks, and RAG systems, with responsibility for data-driven decisions, model performance, and scalable architectures across enterprise systems. You will work on AI applications, data pipelines, and tool-calling frameworks, collaborating with cross-functional teams to deliver measurable business outcomes.