Period
to 28 July 2021

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Star Schema skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Star Schema over the 6 months to 28 July 2021 with a comparison to the same period in the previous 2 years.

Star Schema
England > East of England
6 months to
28 Jul 2021
Same period 2020 Same period 2019
Rank 214 - 275
Rank change year-on-year - +275 +84
Permanent jobs citing Star Schema 10 0 4
As % of all permanent jobs advertised in the East of England 0.21% - 0.054%
As % of the Database & Business Intelligence category 1.09% - 0.22%
Number of salaries quoted 1 0 4
10th Percentile " " £49,625
25th Percentile £51,250 " £65,938
Median annual salary (50th Percentile) £52,500 - £80,000
75th Percentile £53,750 " £85,000
90th Percentile " " "
England median annual salary £50,500 £67,500 £47,500
% change year-on-year -25.19% +42.11% -20.83%

Star Schema is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Permanent vacancies with a requirement for database or business intelligence skills 919 798 1,858
As % of all permanent IT jobs advertised in the East of England 19.41% 25.37% 25.25%
Number of salaries quoted 581 667 1,540
10th Percentile £33,642 £31,250 £32,500
25th Percentile £42,500 £37,250 £37,500
Median annual salary (50th Percentile) £52,500 £46,500 £47,500
Median % change year-on-year +12.90% -2.11% -
75th Percentile £65,000 £60,000 £60,000
90th Percentile £78,750 £70,000 £68,750
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Star Schema
Job Vacancy Trend in the East of England

Job postings citing Star Schema as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for Star Schema in the East of England

Star Schema
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing Star Schema in the East of England.

Salary trend for Star Schema in the East of England

Star Schema
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Star Schema within the East of England region over the 6 months to 28 July 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridgeshire - 9 - -
Hertfordshire - 1 £52,500 - 1
Star Schema
England

For the 6 months to 28 July 2021, IT jobs citing Star Schema also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East of England region with a requirement for Star Schema.

1 10 (100.00%) Data Warehouse
1 10 (100.00%) ETL
2 9 (90.00%) AWS
2 9 (90.00%) Analytics
2 9 (90.00%) Data Engineering
2 9 (90.00%) Data Science
3 7 (70.00%) Apache Spark
3 7 (70.00%) Git (software)
3 7 (70.00%) Visualisation
3 7 (70.00%) Python
3 7 (70.00%) Oracle
4 6 (60.00%) SQL
4 6 (60.00%) Business Intelligence
5 5 (50.00%) MySQL
5 5 (50.00%) Data Modelling
5 5 (50.00%) Artificial Intelligence
5 5 (50.00%) Life Science
5 5 (50.00%) Oracle APEX
5 5 (50.00%) Data Visualisation
5 5 (50.00%) Tableau
5 5 (50.00%) Root Cause Analysis
5 5 (50.00%) Big Data
5 5 (50.00%) Oracle ODI
5 5 (50.00%) Infrastructure Engineering
5 5 (50.00%) Data Lake
5 5 (50.00%) MuleSoft
6 4 (40.00%) Data Analysis
6 4 (40.00%) Technical Leadership
6 4 (40.00%) Instagram
6 4 (40.00%) Social Skills

Star Schema
Co-occurring IT Skills in the East of England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 7 (70.00%) Apache Spark
Applications
1 1 (10.00%) Microsoft Excel
Cloud Services
1 9 (90.00%) AWS
2 3 (30.00%) Power Platform
3 2 (20.00%) Amazon CloudWatch
3 2 (20.00%) Amazon EMR
3 2 (20.00%) Amazon S3
3 2 (20.00%) Amazon SQS
3 2 (20.00%) Azure
3 2 (20.00%) GCP
3 2 (20.00%) PowerApps
Database & Business Intelligence
1 10 (100.00%) Data Warehouse
2 5 (50.00%) Big Data
2 5 (50.00%) Data Lake
2 5 (50.00%) MySQL
2 5 (50.00%) Oracle ODI
2 5 (50.00%) Tableau
3 4 (40.00%) Amazon Redshift
3 4 (40.00%) PostgreSQL
4 3 (30.00%) Power BI
5 2 (20.00%) Amazon Aurora
5 2 (20.00%) Apache Hive
5 2 (20.00%) Electronic Patient Records
5 2 (20.00%) Relational Database
6 1 (10.00%) BusinessObjects
6 1 (10.00%) Enterprise Data Warehouse
6 1 (10.00%) SQL Server
6 1 (10.00%) SQL Server Reporting Services
Development Applications
1 7 (70.00%) Git (software)
2 5 (50.00%) Oracle APEX
3 2 (20.00%) Jenkins
3 2 (20.00%) Sonatype Nexus
General
1 4 (40.00%) Social Skills
2 3 (30.00%) Finance
3 2 (20.00%) Analytical Skills
3 2 (20.00%) Games
3 2 (20.00%) Law
3 2 (20.00%) Legal
3 2 (20.00%) Manufacturing
3 2 (20.00%) Pharmaceutical
Job Titles
1 5 (50.00%) Data Engineer
2 2 (20.00%) DataOps Engineer
3 1 (10.00%) Developer
3 1 (10.00%) ETL Developer
3 1 (10.00%) Report Developer
3 1 (10.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 2 (20.00%) Elastic Stack
Miscellaneous
1 5 (50.00%) Life Science
2 4 (40.00%) Social Media
3 2 (20.00%) Data Structures
3 2 (20.00%) Management Information System
Processes & Methodologies
1 10 (100.00%) ETL
2 9 (90.00%) Analytics
2 9 (90.00%) Data Engineering
2 9 (90.00%) Data Science
3 7 (70.00%) Visualisation
4 6 (60.00%) Business Intelligence
5 5 (50.00%) Artificial Intelligence
5 5 (50.00%) Data Modelling
5 5 (50.00%) Data Visualisation
5 5 (50.00%) Infrastructure Engineering
5 5 (50.00%) Root Cause Analysis
6 4 (40.00%) Agile Software Development
6 4 (40.00%) Data Analysis
6 4 (40.00%) Information Architecture
6 4 (40.00%) Information Governance
6 4 (40.00%) Knowledge Management
6 4 (40.00%) Mentoring
6 4 (40.00%) Technical Leadership
7 2 (20.00%) Software Engineering
7 2 (20.00%) Stakeholder Management
Programming Languages
1 7 (70.00%) Python
2 6 (60.00%) SQL
3 2 (20.00%) Groovy
3 2 (20.00%) Java
Vendors
1 7 (70.00%) Oracle
2 5 (50.00%) MuleSoft
3 4 (40.00%) Facebook
3 4 (40.00%) Instagram
3 4 (40.00%) Talend
4 2 (20.00%) Alibaba
4 2 (20.00%) MicroStrategy
4 2 (20.00%) Splunk
5 1 (10.00%) Microsoft