Data Analyst – Machine Learning Model Enhancement and Dashboard Development

2 weeks ago


Singapore PERCEPT SOLUTIONS PTE. LTD. Full time
Roles & Responsibilities

We are seeking a skilled Data Analyst to collaborate with business teams on the enhancement, validation, and implementation of Machine Learning (ML) models. The role also involves designing and maintaining an intuitive, user-friendly data visualization dashboard to support critical business decisions and model performance monitoring.

Key Responsibilities:

  • Design and develop a dynamic dashboard enabling stakeholders to assess ML model performance and make data-driven decisions.
  • Detect model performance deterioration and trigger retraining.
  • Identify and remove variables misaligned with business objectives.
  • Evaluate the inclusion of newly created variables in models. Compare retrained models to current models for replacement decisions.
  • Enhance existing model code to streamline the addition or removal of variables.
  • Collaborate with business teams to align ML model functionalities with objectives.
  • Implement error-handling mechanisms to provide informative and actionable error messages on the dashboard's user interface.
  • Perform data cleaning, wrangling, visualization, and analysis to derive insights that support business operations.
  • Develop interactive reports and dashboards using tools like Power BI or Tableau.

Qualifications and Skills:

  • 3+ years of experience in data cleaning, wrangling, visualization, and analysis.
  • Hands-on experience with Python 3 and development tools like VS Code.
  • Experience in MLOps and version control systems like Git is desirable.

Technical Skills:

  • Proficiency with data visualization tools (e.g., Power BI, Tableau).
  • Familiarity with various Machine Learning models and their operational requirements.
  • Exposure to working in a Linux environment.

To apply, simply click the "Apply" button or send your updated profile to recruit@percept-solutions.com

EA Licence No.:18S9405 / EA Reg. No.:R1330864

Percept Solutions is expanding and actively seeking talented individuals. We encourage applicants to follow Percept Solutions on LinkedIn at https://www.linkedin.com/company/percept-solutions/to stay informed about new opportunities and events.

Tell employers what skills you have

Tableau
Machine Learning
Version Control
Git
Dashboard
User Interface
Python
Visualization
Power BI
Linux
Data Visualization

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