Qanvast Pte Ltd
Country : Singapore
  • Full-time

Data Scientist

Founded in 2013, Qanvast (pronounced as ‘canvas’) is a regional interior design platform for homeowners passionate about their home design, with offices in Singapore, Malaysia and Hong Kong. We have connected over 10,000 homeowners with 200+ trusted interior designers, and provide inspiration and know-how on all things home. 

If you share our vision of helping others create their dream spaces and would like to be part of a young, vibrant and driven team – we’ve got a spot for you!

Responsibilities

  • Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions. 
     
  • Mine and analyse data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies. 
     
  • Assess the effectiveness and accuracy of new data sources and data gathering techniques. 
     
  • Develop custom data models and algorithms to apply to data sets. 
     
  • Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes. 
     
  • Develop company A/B testing framework and test model quality. 
     
  • Coordinate with different functional teams to implement models and monitor outcomes. 
     
  • Develop processes and tools to monitor and analyse model performancce and data accuracy. 

Requirements

  • 5 -7 years of experience manipulating data sets and building statistical models 
     
  • Degree in Statistics, Mathematics, Computer Science or another quantitative field. 
     
  • Strong problem solving skills with an emphasis on product development.
     
  • Experience using statistical computer languages to manipulate data and draw insights from large data sets. 
     
  • Experience working with and creating data architectures. 
     
  • Knowledge of a variety of machine learning techniques. 
     
  • Excellent written and verbal communication skills. 
     
  • Familiar with the following software tools:
    • C, C++, Java 
    • JavaScript 
    • GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc. 
    • R, Python, SLQ, etc. 
    • Redshift, S3, Spark, DigitalOcean, etc.
       
  • Experienced in creating and using advanced machine learning algorithms and statistics. 
     
  • Experience in analyzing data from 3rd party providers: Google Analytics, Site Catalyst, Coremetrics, etc. 
     
  • Experience with distributed data/computing tools: Map/Reduce, Hadoop 
     
  • Experience visualizing/presenting data for stakeholders using: Periscope, Business Objects, D3, ggplot, etc. 

Salary

5000 - 8000 SGD

Total applicants :17 Job posted 20 days ago Total Views : 207 Unique Views : 207 Today Views : 2


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