全职 Data Scientist 工作, 薪水 up to SGD 11,000, UNISYNC SYSTEMS PTE. LTD. Central Region (Singapore) 公司招聘中 - Ricebowl

Job Summary

Analyze manufacturing plant and process data to deliver data-driven solutions that optimize operations. Develop and deploy machine learning models using Seeq and

Python

, collaborating with cross-functional teams to improve predictive maintenance, process efficiency, and quality outcomes.

Responsibilities

Analyze manufacturing plant and process data to identify patterns, anomalies, and optimization opportunities

Perform time-series analysis, root cause investigation, and process monitoring using the Seeq platform (Workbench and Data Lab)

Develop and deploy machine learning models for predictive maintenance, process efficiency improvement, and quality/yield optimization

Collaborate with plant, engineering, and operations teams to translate business challenges into data science solutions

Build and maintain data pipelines, analytical datasets, and workflows to support operational analytics

Monitor, evaluate, and continuously improve model performance in production environments

Present actionable insights through dashboards, reports, and stakeholder discussions to drive informed decision-making

Ensure data quality, reliability, and governance across manufacturing data sources

Promote adoption of data-driven decision-making across plant operations

Preferred competencies and qualifications

Experience in industries such as Oil & Gas, Chemicals, and Manufacturing

Knowledge of MLOps including model deployment, monitoring, and pipeline management

Exposure to optimization techniques for industrial processes

Familiarity with cloud platforms such as Azure, AWS, or GCP

Experience with data visualization tools, real-time/streaming data analytics, and data engineering (ETL, data pipelines, data lakes)