Top Tech Jobs & Startup Jobs in Singapore

Develop AI-enabled automation workflows for NAND device characterization and engineering data analysis. Build data pipelines, machine learning models, anomaly detection tools, dashboards, AI assistants, and automated reporting solutions using large-scale semiconductor datasets. The role involves applying data science, generative AI, LLMs, and agentic AI to improve engineering productivity and decision-making while collaborating with cross-functional engineering teams.

Lead data-driven process and test integration initiatives to improve high-value-bits yield (PG2+). Develop models and monitoring for tool performance, equipment prognostics, and test optimization. Prototype solutions with cross-functional teams, deploy best-known-methods to production, and integrate AI-assisted tools to drive continuous improvement and operational excellence.

The role involves developing reliability test flows, managing qualification plans, driving innovation, mentoring team members, and ensuring project execution through cross-functional collaboration.

Leads global manufacturing equipment and capacity modeling, optimizing tool utilization, throughput, capital deployment, process flexibility, and equipment repurposing. Analyzes the financial and operational impacts of manufacturing changes, develops benchmarks and reports, and coordinates implementation across manufacturing, engineering, finance, procurement, supply chain, production, and planning teams. The role also explores AI-enabled tools to improve planning, reporting, and optimization.

Develop, maintain, validate, and optimize test programs for Micron SSD products in high-volume manufacturing. Automate test engineering processes with Python, improve test coverage and product quality, analyze test and manufacturing metrics, and collaborate with product, equipment, capacity, and manufacturing teams to improve yields, equipment efficiency, and production output. Apply AI-assisted tools responsibly to enhance engineering effectiveness.

Lead complex semiconductor Assembly and Test manufacturing scenario studies, cost models, and financial analyses. Partner with Operations, Engineering, Supply Chain, and Finance leaders to evaluate capacity, competitiveness, network optimization, and technology-transition decisions. Improve analytical processes and standardize methodologies while delivering timely, high-quality recommendations. Use Excel, Power BI, SQL, data analytics, and AI-enabled tools to automate workflows and improve cost-study efficiency.

As an Equipment/Production Engineer, you will oversee new tool installations, maintain equipment, develop maintenance schedules, and drive continuous improvement in manufacturing processes, focusing on reliability and uptime.

Perform die-level electrical failure analysis for NAND products to identify root causes and drive yield, reliability, and quality improvements. Design and execute bench DOE and probe experiments, construct failure models, correlate circuit/layout signatures to process limitations, develop test scripts/methodologies, support NPI and HVM, and collaborate with cross-functional teams to implement corrective actions and continuous improvement, using AI-assisted tools where appropriate.

The HBM PE Principal Component Validation Engineer coordinates with teams on validation needs, troubleshoots failures, provides technical training, and works on enhancing product reliability and quality.

The Staff/Senior Firmware Test Engineer will develop and manage SSD firmware testing methods, analyze failures, and lead a team to ensure high product reliability.