Top Data & Analytics Jobs in Singapore

Develop an AI-enabled automation solution for low-yield analysis in semiconductor memory testing. The intern will study test operations, manufacturing systems, test methodologies, data flows, and lot-disposition processes; apply programming, analytics, visualization, and AI tools; validate improvements in efficiency, accuracy, and consistency; and document findings through a final report and presentation.

Intern will develop an AI-enabled inline health-monitoring and process-drift detection solution for semiconductor Process Integration. Responsibilities include extracting and validating process metrics, creating dashboards and visualizations, analyzing large datasets, exploring AI tools for process-window optimization, and prototyping AI agents for engineering workflow automation. The intern will collaborate with engineers, document findings, and deliver a reusable monitoring solution and handover package.

Intern will analyze semiconductor manufacturing and quality data to detect cell metric drift and potential quality excursions. Responsibilities include statistical analysis, detection modeling, correlation analysis, dashboard and visualization development, AI-enabled data exploration, and technical documentation. The intern will collaborate with engineering teams and deliver a monitoring methodology, analytical report, recommendations, and final presentation.

Analyzes semiconductor photo manufacturing data to identify factors affecting train size, throughput, cycle time, tool utilization, and reticle availability. The intern will build predictive or simulation models, dashboards, and recommendations to optimize manufacturing performance and factory output. Responsibilities include collecting and validating data, analyzing historical trends, evaluating optimization scenarios, and presenting findings.

Intern will map High Bandwidth Memory sample workflows, clean and analyze manufacturing data, develop predictive models, forecast burn-in resource demand, and build Power BI or Tableau dashboards and automated alerts. The role supports workflow optimization, risk monitoring, process documentation, and stakeholder recommendations across semiconductor planning and reliability operations. Candidates gain experience in predictive analytics, business intelligence, AI-enabled workflows, and manufacturing systems.

Serves as the technical specialist for EHSS data, designing data models, mappings, transformation logic, quality controls, metadata, and reusable datasets. Partners with subject matter experts, IT, and analytics teams to deliver trusted data products supporting reporting, analytics, automation, AI, and operational decisions. Responsibilities include validation, reconciliation, root-cause analysis, testing, deployment readiness, governance, documentation, and long-term sustainment of enterprise data assets.

Develop a centralized Power BI Enterprise Metrics Hub integrating data from multiple reporting platforms. Responsibilities include defining KPIs, designing an enterprise data model, building interactive dashboards, automating refreshes, analyzing process-control and operational metrics, generating AI-enabled insights, and presenting recommendations. The intern will collaborate with engineering, manufacturing, quality, and analytics stakeholders while producing documentation and knowledge-transfer materials.

Design, implement, and maintain data-driven processes and analytics solutions. Collect, cleanse, automate, and prepare data from disparate sources. Build KPIs and dashboards, apply statistical and machine learning methods, collaborate with stakeholders, perform testing and deployment, and train users to enable data-driven decision making and process improvements.

Lead a team to develop data-driven solutions that optimize planning and operations in the semiconductor industry using advanced analytics.

As a Data Scientist at Micron, you will analyze big data sources, develop software for data processing, deploy models, and extract actionable insights for product and service improvement.