# Data Scientist - Manufacturing Analytics

> Unison Group · Singapore, Singapore · Contract · Posted 2026-08-07

**Workplace:** on_site

**Department:** Manish

## Description

**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
-   Strong understanding of:

-   Machine Learning (regression, anomaly detection, predictive models)
-   Statistical modeling and hypothesis-driven analysis
-   Time-series / sensor data analytics

-   Experience building and deploying predictive models for:

-   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**

-   Experience in industries such as:

-   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
-   Use Seeq platform for:

-   Time-series analysis
-   Root cause investigation
-   Process monitoring and visualization

-   Develop and deploy machine learning models for:

-   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

## Apply

[Apply at Unison Group](https://apply.workable.com/unisongroup/j/BE92C85119/apply)

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