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 analyze 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 analyze model performance and data accuracy.

Requirements

  • Strong problem solving skills with an emphasis on product development.

  • Experience using statistical computer languages (R, Python, SLQ, etc.) 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.

  • Knowledge of advanced statistical techniques and concepts and experience with applications.

  • 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

    • R, Python, SLQ, etc.

    • Redshift, S3, Spark, DigitalOcean, etc.

    • Google Analytics, Site Catalyst, Coremetrics, Adwords, Crimson Hexagon, Facebook Insights, etc.

    • Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.

    • Periscope, Business Objects, D3, ggplot, etc.

Salary

4000 - 6000 SGD

Total applicants :24 Job posted 2 months ago Total Views : 393 Unique Views : 383 Today Views : 4


Submit Application