Period
to 27 October 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 27 October 2021 with a comparison to the same period in the previous 2 years.

Star Schema
England > East of England
6 months to
27 Oct 2021
Same period 2020 Same period 2019
Rank 206 - 263
Rank change year-on-year - +263 -
Permanent jobs citing Star Schema 25 0 6
As % of all permanent jobs advertised in the East of England 0.45% - 0.088%
As % of the Database & Business Intelligence category 2.41% - 0.34%
Number of salaries quoted 13 0 5
10th Percentile £36,650 " "
25th Percentile £41,250 " £75,000
Median annual salary (50th Percentile) £42,500 - £80,000
75th Percentile £43,750 " £85,000
90th Percentile £46,750 " "
England median annual salary £50,000 £65,000 £47,500
% change year-on-year -23.08% +36.84% -19.15%

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 1,037 425 1,741
As % of all permanent IT jobs advertised in the East of England 18.64% 23.38% 25.61%
Number of salaries quoted 597 348 1,435
10th Percentile £32,500 £31,250 £31,040
25th Percentile £41,250 £37,500 £37,500
Median annual salary (50th Percentile) £50,000 £49,500 £47,500
Median % change year-on-year +1.01% +4.21% +2.15%
75th Percentile £65,000 £62,500 £60,000
90th Percentile £76,750 £72,875 £70,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +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
Salary Histogram in the East of England

Salary distribution for jobs citing Star Schema in the East of England over the 6 months to 27 October 2021.

Salary histogram 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 27 October 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 - 12 - - 2
Hertfordshire - 11 £42,500 - 1
Essex - 2 £35,000 - 1
Star Schema
England

For the 6 months to 27 October 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 23 (92.00%) Data Warehouse
2 22 (88.00%) ETL
3 20 (80.00%) Analytics
4 18 (72.00%) Business Intelligence
4 18 (72.00%) Data Modelling
4 18 (72.00%) SQL
4 18 (72.00%) Power BI
4 18 (72.00%) Power Platform
5 16 (64.00%) MySQL
6 13 (52.00%) SQL Server
7 12 (48.00%) Azure
7 12 (48.00%) AWS
7 12 (48.00%) Data Engineering
7 12 (48.00%) Data Science
8 11 (44.00%) SQL Server Reporting Services
9 10 (40.00%) Python
9 10 (40.00%) Oracle
9 10 (40.00%) Git (software)
9 10 (40.00%) Visualisation
9 10 (40.00%) Apache Spark
9 10 (40.00%) GCP
10 9 (36.00%) Analytical Skills
10 9 (36.00%) BusinessObjects
10 9 (36.00%) Data Analysis
11 8 (32.00%) ETL Development
11 8 (32.00%) Enterprise Data Warehouse
11 8 (32.00%) Presentation Skills
12 7 (28.00%) Social Skills
12 7 (28.00%) Technical Leadership
12 7 (28.00%) Amazon Redshift

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 10 (40.00%) Apache Spark
Applications
1 3 (12.00%) Microsoft Excel
2 2 (8.00%) Spreadsheet
Cloud Services
1 18 (72.00%) Power Platform
2 12 (48.00%) AWS
2 12 (48.00%) Azure
3 10 (40.00%) GCP
4 5 (20.00%) Amazon CloudWatch
4 5 (20.00%) Amazon EMR
4 5 (20.00%) Amazon S3
4 5 (20.00%) Amazon SQS
4 5 (20.00%) PowerApps
Database & Business Intelligence
1 23 (92.00%) Data Warehouse
2 18 (72.00%) Power BI
3 16 (64.00%) MySQL
4 13 (52.00%) SQL Server
5 11 (44.00%) SQL Server Reporting Services
6 9 (36.00%) BusinessObjects
7 8 (32.00%) Enterprise Data Warehouse
8 7 (28.00%) Amazon Redshift
8 7 (28.00%) PostgreSQL
9 5 (20.00%) Amazon Aurora
9 5 (20.00%) Apache Hive
9 5 (20.00%) Big Data
9 5 (20.00%) Electronic Patient Records
9 5 (20.00%) Oracle ODI
9 5 (20.00%) Relational Database
9 5 (20.00%) Tableau
10 3 (12.00%) SQL Server Integration Services
11 2 (8.00%) OLAP
11 2 (8.00%) SQL Server Analysis Services
Development Applications
1 10 (40.00%) Git (software)
2 5 (20.00%) Jenkins
2 5 (20.00%) Sonatype Nexus
General
1 9 (36.00%) Analytical Skills
2 8 (32.00%) Presentation Skills
3 7 (28.00%) Social Skills
4 5 (20.00%) Games
4 5 (20.00%) Law
4 5 (20.00%) Manufacturing
5 3 (12.00%) Finance
6 2 (8.00%) Legal
6 2 (8.00%) Pharmaceutical
Job Titles
1 11 (44.00%) Developer
2 10 (40.00%) Business Intelligence Developer
3 8 (32.00%) Power BI Developer
3 8 (32.00%) SAP BusinessObjects (BO) Developer
3 8 (32.00%) SSRS Developer
4 5 (20.00%) Data Engineer
5 4 (16.00%) Report Developer
6 3 (12.00%) Automation Engineer
6 3 (12.00%) DevOps Automation Engineer
6 3 (12.00%) DevOps Engineer
7 2 (8.00%) Analyst
7 2 (8.00%) Business Developer
7 2 (8.00%) Data Analyst
7 2 (8.00%) DataOps Engineer
7 2 (8.00%) Power BI Analyst
Libraries, Frameworks & Software Standards
1 5 (20.00%) Elastic Stack
1 5 (20.00%) Kafka
Miscellaneous
1 7 (28.00%) Social Media
2 5 (20.00%) Data Structures
2 5 (20.00%) Life Science
2 5 (20.00%) Management Information System
Processes & Methodologies
1 22 (88.00%) ETL
2 20 (80.00%) Analytics
3 18 (72.00%) Business Intelligence
3 18 (72.00%) Data Modelling
4 12 (48.00%) Data Engineering
4 12 (48.00%) Data Science
5 10 (40.00%) Visualisation
6 9 (36.00%) Data Analysis
7 8 (32.00%) ETL Development
8 7 (28.00%) Agile Software Development
8 7 (28.00%) Information Architecture
8 7 (28.00%) Information Governance
8 7 (28.00%) Knowledge Management
8 7 (28.00%) Mentoring
8 7 (28.00%) Technical Leadership
9 5 (20.00%) Artificial Intelligence
9 5 (20.00%) Continuous Integration
9 5 (20.00%) DevOps
9 5 (20.00%) Scrum
9 5 (20.00%) Software Engineering
Programming Languages
1 18 (72.00%) SQL
2 10 (40.00%) Python
3 5 (20.00%) Groovy
3 5 (20.00%) Java
4 2 (8.00%) Data Analysis Expressions (DAX)
4 2 (8.00%) T-SQL
Qualifications
1 2 (8.00%) Degree
Quality Assurance & Compliance
1 2 (8.00%) Data Quality
Vendors
1 10 (40.00%) Oracle
2 7 (28.00%) Facebook
2 7 (28.00%) Talend
3 5 (20.00%) Alibaba
3 5 (20.00%) MicroStrategy
3 5 (20.00%) MuleSoft
3 5 (20.00%) Splunk
4 3 (12.00%) Microsoft