GenAI & Classical ML Engineer — Industrial Analytics

Keysight Technologies SAles Spain SL.; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Keysight Technologies is seeking an experienced AI/ML Engineer to lead end-to-end development of advanced AI/ML solutions for analytics in manufacturing and semiconductor sectors. The role emphasizes production-grade systems, anomaly detection, predictive maintenance and market intelligence using classical ML and GenAI capabilities.

You will own architectures, data pipelines, and customer-facing GenAI tools, collaborating with MLOps, data engineering, and product teams in a fast-paced Agile

Qualifications

• Master’s degree in ML/CS or related field.
• 4+ years of professional ML/AI engineering experience with end-to-end deployment.
• Strong Python, ML/DL, and NLP expertise.
• Experience with GenAI, RAG, and vector databases.

Responsibilities

• Architect unified AI/ML capabilities integrating classical ML with Generative AI platforms (AWS Bedrock).
• Design robust anomaly detection and predictive maintenance systems.
• Build and scale RAG pipelines and agentic workflows for test plan generation.
• Develop summarization and information extraction pipelines for market intelligence.

Skills

Python

MLOps

NLP

RAG architectures

Git & CI/CD

AWS Bedrock

LangChain

Prompt engineering

Data pipelines

Education

Master's degree

Tools

Scikit-learn

XGBoost

TensorFlow

PyTorch

Apache Spark

LangChain

Job description

Keysight Technologies is seeking an experienced AI/ML Engineer to lead end-to-end development of advanced AI/ML solutions for analytics in manufacturing and semiconductor sectors. The role emphasizes production-grade systems, anomaly detection, predictive maintenance and market intelligence using classical ML and GenAI capabilities.

You will own architectures, data pipelines, and customer-facing GenAI tools, collaborating with MLOps, data engineering, and product teams in a fast-paced Agile