Senior AI/ML Engineer - GenAI & Anomaly Detection

Anite; Singapore; In loco; SGD 120.000 - 190.000; Tempo pieno

Descrizione del lavoro

Keysight is seeking an experienced AI/ML Engineer to lead design, development, and scaling of advanced AI/ML solutions across our analytics platform for manufacturing and semiconductor sectors.

This senior role demands hands‑on expertise in classical ML and GenAI, building end‑to‑end systems with emphasis on reliability, risk controls, and production readiness. You’ll collaborate across teams in an Agile environment to deliver high‑impact solutions.

Competenze

• Master’s degree in ML, CS, Data Science, Statistics, or closely related field.
• 4+ years of professional ML/AI engineering with end‑to‑end development, validation, and production deployment.
• Strong hands‑on expertise in classical ML (Scikit‑learn, XGBoost) and DL/NLP (TensorFlow/PyTorch, RNNs/LSTMs).
• Practical experience building RAG architectures, vector databases, and agentic workflows.
• Proficiency in production‑grade Python, Git, testing, CI/CD, and MLOps (monitoring, drift detection).
• Fluency in English with technical terminology.

Mansioni

• Lead architecture and continuous improvement of unified AI/ML capabilities, integrating classical ML with Generative AI platforms.
• Design and implement anomaly detection and predictive maintenance systems on real‑time data.
• Build and scale RAG pipelines and agentic workflows for high‑precision manufacturing tasks and automated test plan generation.
• Develop summarization and information extraction pipelines from thousands of articles for market intelligence reports.
• Own the development of a customer‑facing GenAI Q&A chatbot for semiconductor manufacturing risks.
• Collaborate with MLOps, data engineering, domain experts, and product teams in Agile/Scrum to ensure CI/CD and observability.

Conoscenze

Classical ML frameworks (Scikit-learn,

Deep learning/NLP (TensorFlow, PyTorch

Production‑grade Python, Git, CI/CD, M

RAG architectures, prompt engineering,

Agile/Scrum collaboration

English proficiency

Formazione

Master’s degree in Machine Learning, Computer Science, Data Science, Statistics, Quantitative Mathematics, or a closely related field

Strumenti

AWS Bedrock

Apache Spark

LangChain / LangGraph / Bedrock Agents

Descrizione del lavoro

Keysight is seeking an experienced AI/ML Engineer to lead design, development, and scaling of advanced AI/ML solutions across our analytics platform for manufacturing and semiconductor sectors.

This senior role demands hands‑on expertise in classical ML and GenAI, building end‑to‑end systems with emphasis on reliability, risk controls, and production readiness. You’ll collaborate across teams in an Agile environment to deliver high‑impact solutions.