Senior Data Scientist, Manufacturing Analytics & Optimization

Visa Hunt

Singapore

On-site

SGD 110,000 - 170,000

Full time

14 days+
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Job summary

Visa Hunt is seeking a senior Data Scientist specialized in manufacturing analytics. The role focuses on time-series analysis with Seeq, building predictive models for maintenance, efficiency and quality improvements.

You will work closely with plant and operations teams to translate process challenges into analytics solutions, ensuring data quality and governance across datasets. The ideal candidate has 6+ years in data science, strong Python/SQL skills, and hands-on experience with industrial

Qualifications

  • 6+ years of experience in Data Science / Advanced Analytics.
  • Hands-on experience in manufacturing / industrial / plant environments.
  • Strong working knowledge of Seeq for time-series analysis, including Seeq Workbench and Data Lab.
  • 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.

Responsibilities

  • Analyze manufacturing plant and process data to identify patterns and anomalies.
  • Use Seeq for time-series analysis and root-cause investigation.
  • Develop and deploy machine learning models for predictive maintenance and process optimization.
  • Monitor and improve model performance in production.
  • Translate business challenges into data science solutions.
  • Build and maintain data pipelines and analytical datasets.
  • Collaborate with plant, engineering, and operations teams.
  • Present insights through dashboards and stakeholder discussions.
  • Ensure data quality, reliability, and governance across sources.

Skills

Data Science
Python
SQL
Time-series
Machine Learning
Troubleshooting
Root-cause analysis

Tools

Seeq
Pandas
NumPy
Scikit-learn

Job description

Visa Hunt is seeking a senior Data Scientist specialized in manufacturing analytics. The role focuses on time-series analysis with Seeq, building predictive models for maintenance, efficiency and quality improvements.

You will work closely with plant and operations teams to translate process challenges into analytics solutions, ensuring data quality and governance across datasets. The ideal candidate has 6+ years in data science, strong Python/SQL skills, and hands-on experience with industrial

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