Data Scientist - Manufacturing Analytics
Unison Group· Manish
About this role
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
Frequently Asked Questions
Is the salary disclosed for the Data Scientist - Manufacturing Analytics position at Unison Group?
The salary for this Data Scientist - Manufacturing Analytics role at Unison Group is not publicly listed. Click "Apply Now" to learn more about the compensation package on their official careers page.
Where is the Data Scientist - Manufacturing Analytics position at Unison Group located?
This Data Scientist - Manufacturing Analytics role at Unison Group is based in Singapore, Singapore, Singapore. The position is listed as on-site or hybrid. Check the full job description or apply directly to confirm the work arrangement.
Is the Data Scientist - Manufacturing Analytics role at Unison Group full-time or part-time?
This is listed as a Contract position. It is posted as a Data Scientist - Manufacturing Analytics role in the Manish department at Unison Group.
Which team or department does the Data Scientist - Manufacturing Analytics at Unison Group belong to?
This Data Scientist - Manufacturing Analytics position is part of the Manish department at Unison Group. See the full job description for more information about the team structure and responsibilities.
How do I apply for the Data Scientist - Manufacturing Analytics position at Unison Group?
Click the "Apply Now" button on this page. You will be redirected to Unison Group's official application portal hosted on workable where you can submit your application directly.
When was the Data Scientist - Manufacturing Analytics job at Unison Group posted?
This Data Scientist - Manufacturing Analytics position at Unison Group was posted on Aug 7, 2026. Apply as soon as possible — early applications are often reviewed first.
Data Scientist - Manufacturing Analytics
Unison Group
You'll be redirected to Unison Group's official application page on workable.