Software Scientist
CSE · Data Mining · Ch 5.1 · 5.2

Data cube computation (full, iceberg, closed cubes): jobs, industries and a business idea

Smart ways to pre-calculate summaries so that dashboards on billions of rows still open instantly.

1

In job ads, it's called

big dataquery performanceSparkmaterialized views

Roles that use it: Big Data Engineer, Data Platform Engineer, Performance Engineer.

See live openings right now:

2

Industries that need it

TelecomLarge e-commerceAd techCloud companies

Tools used at work: Apache Spark, ClickHouse, Apache Druid, SQL materialized views.

3

Your mother tongue is a skill

AI companies pay native speakers to label, clean and check data in Telugu, Tamil, Hindi and other Indian languages. That is the same data cleaning and classification you study in this subject, done in your mother tongue. Remote, part-time contract work is common.

4

Build a business from it

Fast analytics hosting for mid-size companies whose reports take too long to load.

Prove it this weekend

Compare a dashboard's speed with and without pre-computed summaries on a large public dataset.

Put it on your own website (make one free with our website tool) and share the link in your applications.

We never promise jobs or income. Pay depends on skills, city and company, so check live listings. Never pay anyone to apply for a job.

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