Data Scientist (Customer Analytics)

How2Apply Talent Network
Umhlanga, KwaZulu-Natal
Full-time
Posted 1 hour ago
Full-time IT & Software
R50 250 – R64 000/month
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Job Description

You'll turn messy data into reports managers actually use, for a retail chain analytics team in Umhlanga. You don't need to be the loudest person in the room, just the one others can count on.

This post is Umhlanga-based, with most of your time spent at a retail chain analytics team. Overtime comes up in peak season and is paid.

What you'll actually do

  • Present findings to managers in plain language with clear charts
  • Keep a data dictionary so everyone uses the same definitions
  • Build and maintain Power BI dashboards and data models
  • Build ETL pipelines in SSIS, Azure Data Factory or Python
  • Automate weekly reports that used to take hours in Excel
  • Mask or remove personal information in data sets under POPIA
  • Meet business users to turn their questions into report requirements

What you need

  • At least 2 years in a data or reporting role (not needed for graduate posts)
  • Advanced Excel
  • Degree in statistics, maths, computer science, economics or a related field
  • Careful with sensitive customer data
  • Hands-on Power BI, Tableau or a similar tool

Extra points for

  • Python with pandas for data wrangling
  • Experience with Databricks, Snowflake or Fabric

What you get

  • Latest laptop with extra screen
  • Annual bonus tied to company performance
  • Paid cloud and BI certifications
  • Hybrid work with two office days

How to apply

  1. Make sure the role, the hours and working in Umhlanga really suit you before you apply.
  2. Have the following on hand (clear photos on your phone are fine at first): screenshots or a link to a dashboard you built, with real data removed, certification transcripts plus academic record showing statistics or maths modules.
  3. Send your details with the form below. Add one or two lines about similar work you've done.
  4. Watch for a call or WhatsApp from How2Apply over the next 6 working days.

How2Apply recruits for this position on behalf of hiring employers around Umhlanga; applications go into our talent pool and shortlisted candidates are introduced directly.

How2Apply never charges you to apply, for training, for uniforms or for a "placement fee". If anyone asks you for money, it is a scam.

Tips to get shortlisted

  • Show a before-and-after, like "replaced a 6-hour manual report with an automatic daily dashboard".
  • Build one public portfolio dashboard on a South African open data set if you have no work samples to share.

Interested in this role?

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Job details
SalaryR50 250 – R64 000/month
Job TypeFull-time
LocationUmhlanga, KwaZulu-Natal
CategoryIT & Software
Experience6+ years
Posted28 October 2026
Closing Date26 November 2026
How2Apply Talent Network
Recruiting for employers in Umhlanga

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