Data Scientist - Manufacturing Analytics - #1169252

UNISON CONSULTING PTE. LTD.


Date: 6 hours ago
District: Singapore
Salary: $8,000 - $11,000 / month
Contract type: Contractor
Work schedule: Full day
UNISON CONSULTING PTE. LTD.

Must-Have Skills / Requirements

  • 6+ years of experience in Data Science / Advanced Analytics
  • Hands-on experience in manufacturing / industrial / plant environments
  • Strong working knowledge of Seeq (industrial analytics platform) for time-series analysis, including both Seeq Workbench and Data Lab (using the seeq spy library).
  • Proficiency in Python (Pandas, NumPy, Scikit-learn) and SQL
  • Machine Learning (regression, anomaly detection, predictive models)
  • Statistical modeling and hypothesis-driven analysis
  • Time-series / sensor data analytics
  • Predictive maintenance
  • Process optimization
  • Quality and yield improvement
  • Ability to work with sensor data, process data, and operational datasets
  • Strong analytical thinking, troubleshooting, and root-cause analysis capability

Good-to-Have Skills

  • Oil & Gas, Chemicals, Manufacturing
  • Knowledge of MLOps (model deployment, monitoring, pipelines)
  • Exposure to optimization techniques for industrial processes
  • Exposure to cloud platforms (Azure / AWS / GCP)
  • Familiarity with data visualization tools, real-time / streaming data analytics, data engineering (ETL / data pipelines / data lakes)

Roles & Responsibilities

  • Analyze manufacturing plant and process data to identify patterns, anomalies, and optimization opportunities
  • Time-series analysis
  • Root cause investigation
  • Process monitoring and visualization
  • Predictive maintenance
  • Process efficiency improvement
  • Quality / yield optimization
  • Work closely with plant, engineering, and operations teams to understand real-world process issues
  • Translate business and operational challenges into data science solutions
  • Build and maintain data pipelines, analytical datasets, and workflows
  • Monitor, evaluate, and continuously improve model performance in production
  • Present actionable insights through dashboards, reports, and stakeholder discussions
  • Ensure data quality, reliability, and governance across manufacturing data sources
  • Drive adoption of data-driven decision-making across plant operations

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