Data Scientist - GIS

Location Clementi, Singapore
Job reference KS0926_1569402120
Salary S$5000 - S$6300 per month
Consultant name Karen Shi Peiru
Consultant email karen.shi@experis.com.sg
Consultant contact no. 65515320
EA License No. 02C3423
Consultant Registration No. R1438107

Background

This role will be focusing on creating a solution for systematic understanding the sales potential of stores based on models using Geographic Information and our first-party data. GIS (geographic information system) data will be retrieved systematically and combined with secondary sales data to create features for the model. And the model will help to identify 1. Locations with high sales potential 2. Assortment fits to those locations. Current scope covers the core facilities of data collection, processing and modelling.

Expected Work

The role will be expected to be highly technical, involved intensively in map related development including information retrieval. For existing processes, upgrade them to scalable versions, and developing new processes to prepare data for the modelling. This role will also be involved in the modelling process and supporting the model deployment in Azure environment.

Key accountabilities:

  • Processes (Tools) development according to the solution requirement.
  • GIS programming for model deployment.
  • Create map based visualization framework within the context of model deployment

Key Skills Required

  • Google map APIs
  • Fusion table and map visualization
  • KML, general map programming
  • Data Visualisation(D3.js) Working Knowledge
  • Python
  • Data model
  • Sklearn
  • Azure environment

Relevant Experience

  • Min relevant technical field. (Applied math background will be preferred).
  • Overall experience of 2-3 years preferred.
  • GIS, google map api related experience are highly preferred. General open API experiences will be helpful.
  • Proficiency in Python, Spark (good to have)
  • Basic Strong track record in working independently with minimal guidance.

  • 6 months agency contract
  • Location: Pasir Panjang

Karen Shi Peiru EA License No.: 02C3423 Personnel Registration No.: R1438107

Please note that your response to this advertisement and communications with us pursuant to this advertisement will constitute informed consent to the collection, use and/or disclosure of personal data by ManpowerGroup Singapore for the purpose of carrying out its business, in compliance with the relevant provisions of the Personal Data Protection Act 2012. To learn more about ManpowerGroup's Global Privacy Policy, please visit https://www.experis.com.sg/privacy-policy