GenAI & ML Engineer for Enterprise AI Solutions

NCS Pte Ltd; Singapore; On-site; SGD 90,000 - 180,000; Full time

Benefits offered by this job

Competitive compensation

Professional development support

Job summary

NCS is seeking an AI Engineer to bridge traditional machine learning with Generative AI, building scalable AI solutions for production environments. The role emphasizes Python engineering, model deployment, and collaboration with data engineers and client stakeholders.

You will develop ML models, RAG pipelines, and GenAI applications, while applying rigorous statistical thinking and keeping up with evolving AI tools and best practices.

Qualifications

• 2–5 years hands-on AI/ML engineering or data science experience

Responsibilities

• Design, build, and deploy end-to-end ML models (classification, regression, time-series, NLP)

Skills

Python

ML engineering

NLP

Git

CI/CD

Docker

RAG

LLM APIs

Team collaboration

Python ecosystems

Education

Bachelor's degree in CS/AI

Tools

LangChain

LlamaIndex

Qdrant

Milvus

pgvector

Docker

PyTorch/TensorFlow

OpenAI/AWS/Azure APIs

Job description

NCS is seeking an AI Engineer to bridge traditional machine learning with Generative AI, building scalable AI solutions for production environments. The role emphasizes Python engineering, model deployment, and collaboration with data engineers and client stakeholders.

You will develop ML models, RAG pipelines, and GenAI applications, while applying rigorous statistical thinking and keeping up with evolving AI tools and best practices.