Senior AI/ML Engineer: GenAI & Industrial Analytics

Keysight Technologies; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Keysight Technologies in Singapore seeks an experienced AI/ML Engineer to lead the design, development, and scaling of advanced AI/ML solutions across our analytics platform for manufacturing and semiconductor sectors. This senior role combines classical ML with Generative AI to deliver production-grade systems for anomaly detection, predictive maintenance, and market intelligence.

You will own end-to-end initiatives from data modeling to LLM-powered workflows in a regulated environment,

Qualifications

• Master's degree in ML, CS, DS, or related field.
• 4+ years of professional ML/AI engineering experience.
• Experience deploying classical ML and GenAI/LLM systems.
• Hands-on Python, Git, CI/CD, and MLOps practices.
• Proficiency with AWS Bedrock or similar GenAI platforms.
• Familiarity with Agile/Scrum and QA/validation.

Responsibilities

• Lead architecture of unified AI/ML capabilities with GenAI platforms (primarily AWS Bedrock) to support manufacturing and semiconductor analytics.
• Design anomaly detection and predictive maintenance systems using classical ML methods.
• Develop RAG pipelines and agentic workflows for high-precision tasks.
• Build summarization and information extraction pipelines from large document sets.
• Develop a customer-facing GenAI Q&A chatbot for semiconductor manufacturing risks.
• Collaborate with MLOps, data engineering, domain experts, and product teams in an Agile/Scrum environment.
• Perform model evaluation, bias assessment, and ensure production reliability.

Skills

Machine Learning

Generative AI

Python

AWS Bedrock

MLOps

NLP

RAG architectures

CI/CD

Education

Master's degree in ML/CS/DS/Statistics

Tools

Scikit-learn

XGBoost

TensorFlow

PyTorch

LangChain/LangGraph

Bedrock Agents

Apache Spark

Job description

Keysight Technologies in Singapore seeks an experienced AI/ML Engineer to lead the design, development, and scaling of advanced AI/ML solutions across our analytics platform for manufacturing and semiconductor sectors. This senior role combines classical ML with Generative AI to deliver production-grade systems for anomaly detection, predictive maintenance, and market intelligence.

You will own end-to-end initiatives from data modeling to LLM-powered workflows in a regulated environment,