Period
to 12 August 2020

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 12 August 2020 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East of England
6 months to
12 Aug 2020
Same period 2019 Same period 2018
Rank 75 139 125
Rank change year-on-year +64 -14 +55
Permanent jobs citing Data Warehouse 87 144 280
As % of all permanent jobs advertised in the East of England 3.12% 1.99% 2.42%
As % of the Database & Business Intelligence category 12.74% 7.96% 8.66%
Number of salaries quoted 75 113 216
Median annual salary £55,000 £47,500 £50,000
Median salary % change year-on-year +15.79% -5.00% -
10th Percentile £36,250 £37,750 £33,750
90th Percentile £77,500 £77,250 £70,000
England median annual salary £60,000 £55,000 £53,500
% change year-on-year +9.09% +2.80% +7.00%

Data Warehouse 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 683 1,808 3,234
As % of all permanent IT jobs advertised in the East of England 24.51% 25.02% 27.93%
Number of salaries quoted 552 1,457 2,606
Median annual salary £47,000 £47,500 £47,500
Median salary % change year-on-year -1.05% - +5.56%
10th Percentile £30,500 £32,500 £30,000
90th Percentile £70,000 £70,000 £72,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Data Warehouse
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Warehouse in the East of England

Data Warehouse
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing Data Warehouse in the East of England.

Salary trend for Data Warehouse in the East of England

Data Warehouse
Salary Histogram in the East of England

Salary distribution for jobs citing Data Warehouse in the East of England over the 6 months to 12 August 2020.

Salary histogram for Data Warehouse in the East of England

Data Warehouse
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 Data Warehouse within the East of England region over the 6 months to 12 August 2020. 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 +69 26 £60,000 +17.07% 4
Bedfordshire +26 26 £45,000 -10.00% 1
Hertfordshire +47 25 £55,000 +22.22% 12
Essex +7 6 £37,060 -17.65% 1
Suffolk - 3 £37,500 - 1
Norfolk +15 1 - - 1
Data Warehouse
England

For the 6 months to 12 August 2020, IT jobs citing Data Warehouse 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 Data Warehouse.

1 64 (73.56%) SQL
2 56 (64.37%) Business Intelligence
3 50 (57.47%) SQL Server
4 46 (52.87%) SQL Server Integration Services
5 42 (48.28%) Azure
6 41 (47.13%) ETL
7 40 (45.98%) Microsoft
8 35 (40.23%) Analytics
9 29 (33.33%) Power BI
9 29 (33.33%) Power Platform
10 28 (32.18%) SQL Server Reporting Services
10 28 (32.18%) AWS
11 27 (31.03%) Data Modelling
12 26 (29.89%) Python
12 26 (29.89%) Data Architecture
13 23 (26.44%) Management Information System
14 22 (25.29%) Visualisation
15 21 (24.14%) Big Data
15 21 (24.14%) Azure Data Factory
16 20 (22.99%) Degree
17 19 (21.84%) SQL Server Analysis Services
17 19 (21.84%) Dimensional Modelling
17 19 (21.84%) Amazon Redshift
17 19 (21.84%) Data Science
18 18 (20.69%) Data Governance
19 17 (19.54%) Hadoop
19 17 (19.54%) Finance
20 16 (18.39%) Azure SQL Database
20 16 (18.39%) Kafka
20 16 (18.39%) Apache Spark

Data Warehouse
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 16 (18.39%) Apache Spark
2 10 (11.49%) Apache Airflow
2 10 (11.49%) Luigi
3 2 (2.30%) Oracle SOA Suite
4 1 (1.15%) Apache
4 1 (1.15%) Apache Pig
Applications
1 6 (6.90%) Microsoft Excel
2 2 (2.30%) Microsoft Office
Business Applications
1 2 (2.30%) Dynamics AX
Cloud Services
1 42 (48.28%) Azure
2 29 (33.33%) Power Platform
3 28 (32.18%) AWS
4 21 (24.14%) Azure Data Factory
5 11 (12.64%) Amazon EC2
6 10 (11.49%) Amazon EMR
6 10 (11.49%) Logic Apps
7 5 (5.75%) AWS Lambda
7 5 (5.75%) GCP
7 5 (5.75%) Serverless
8 3 (3.45%) Amazon SQS
9 2 (2.30%) SaaS
10 1 (1.15%) Amazon S3
10 1 (1.15%) AWS CloudFormation
10 1 (1.15%) AWS CodePipeline
10 1 (1.15%) Office 365
Database & Business Intelligence
1 50 (57.47%) SQL Server
2 46 (52.87%) SQL Server Integration Services
3 29 (33.33%) Power BI
4 28 (32.18%) SQL Server Reporting Services
5 21 (24.14%) Big Data
6 19 (21.84%) Amazon Redshift
6 19 (21.84%) SQL Server Analysis Services
7 17 (19.54%) Hadoop
8 16 (18.39%) Azure SQL Database
9 15 (17.24%) Relational Database
10 13 (14.94%) NoSQL
11 12 (13.79%) Data Lake
11 12 (13.79%) PostgreSQL
12 11 (12.64%) Apache Cassandra
13 10 (11.49%) Amazon RDS
13 10 (11.49%) Azkaban
14 9 (10.34%) MySQL
15 6 (6.90%) Enterprise Data Warehouse
16 5 (5.75%) Microsoft Analysis Services
17 4 (4.60%) MS Access
Development Applications
1 4 (4.60%) Cypress.io
1 4 (4.60%) Selenium
2 3 (3.45%) Git (software)
3 1 (1.15%) Jenkins
3 1 (1.15%) SQL Server Management Studio (SSMS)
General
1 17 (19.54%) Finance
2 8 (9.20%) Law
3 4 (4.60%) Advertising
4 1 (1.15%) Legal
4 1 (1.15%) Marketing
4 1 (1.15%) Pharmaceutical
4 1 (1.15%) Retail
Job Titles
1 29 (33.33%) Developer
2 28 (32.18%) Business Intelligence Developer
3 19 (21.84%) Analyst
4 14 (16.09%) Architect
4 14 (16.09%) Data Architect
5 13 (14.94%) Senior Business Intelligence Developer
5 13 (14.94%) Senior Developer
6 12 (13.79%) Data Analyst
7 11 (12.64%) Business Developer
7 11 (12.64%) Data Engineer
8 10 (11.49%) ETL Analyst
9 5 (5.75%) AWS Architect
9 5 (5.75%) DBA
9 5 (5.75%) Power BI Developer
9 5 (5.75%) Senior Data Engineer
9 5 (5.75%) SQL DBA
9 5 (5.75%) SQL Developer
10 4 (4.60%) Business Intelligence Lead
10 4 (4.60%) Lead Developer
10 4 (4.60%) Test Analyst
Libraries, Frameworks & Software Standards
1 16 (18.39%) Kafka
2 10 (11.49%) Spark Streaming
3 4 (4.60%) Web Services
4 3 (3.45%) MDX
5 2 (2.30%) Middleware
5 2 (2.30%) NumPy
5 2 (2.30%) Pandas
5 2 (2.30%) REST
6 1 (1.15%) Apache NiFi
6 1 (1.15%) HTML
6 1 (1.15%) JSON
6 1 (1.15%) Node.js
6 1 (1.15%) XML
Miscellaneous
1 23 (26.44%) Management Information System
2 12 (13.79%) Analytical Skills
3 11 (12.64%) Data Structures
4 10 (11.49%) Data Centre
5 6 (6.90%) Self-Motivation
6 4 (4.60%) Analytical Mindset
7 3 (3.45%) Greenfield Project
8 2 (2.30%) NHS
9 1 (1.15%) Linux Command Line
9 1 (1.15%) Marketing Technology
Operating Systems
1 4 (4.60%) Linux
2 2 (2.30%) Unix
Processes & Methodologies
1 56 (64.37%) Business Intelligence
2 41 (47.13%) ETL
3 35 (40.23%) Analytics
4 27 (31.03%) Data Modelling
5 26 (29.89%) Data Architecture
6 22 (25.29%) Visualisation
7 19 (21.84%) Data Science
7 19 (21.84%) Dimensional Modelling
8 18 (20.69%) Data Governance
9 15 (17.24%) Data Visualisation
10 14 (16.09%) Agile Software Development
10 14 (16.09%) DevOps
11 13 (14.94%) Data Engineering
11 13 (14.94%) Kimball Methodology
12 12 (13.79%) Problem-Solving
13 11 (12.64%) Information Management
14 10 (11.49%) Data Analysis
14 10 (11.49%) Data Integration
14 10 (11.49%) Statistics
14 10 (11.49%) Workflow Management
Programming Languages
1 64 (73.56%) SQL
2 26 (29.89%) Python
3 13 (14.94%) T-SQL
4 10 (11.49%) C++
4 10 (11.49%) Java
4 10 (11.49%) Scala
5 4 (4.60%) C#
6 3 (3.45%) R
6 3 (3.45%) Shell Script
7 2 (2.30%) Bash Shell
8 1 (1.15%) JavaScript
8 1 (1.15%) PowerShell
Qualifications
1 20 (22.99%) Degree
2 10 (11.49%) Computer Science Degree
3 1 (1.15%) AWS Certification
3 1 (1.15%) ISEB
3 1 (1.15%) ISTQB
3 1 (1.15%) ITIL Certification
Quality Assurance & Compliance
1 4 (4.60%) QA
2 3 (3.45%) Data Quality
System Software
1 2 (2.30%) Apache Flume
2 1 (1.15%) Docker
2 1 (1.15%) Hyper-V
2 1 (1.15%) VMware Infrastructure
2 1 (1.15%) zsh
Systems Management
1 2 (2.30%) Oozie
2 1 (1.15%) Ansible
2 1 (1.15%) Fluentd
2 1 (1.15%) Opscode Chef
2 1 (1.15%) Puppet
2 1 (1.15%) Terraform
Vendors
1 40 (45.98%) Microsoft
2 15 (17.24%) Tableau
3 6 (6.90%) Oracle
4 3 (3.45%) Cloudera
4 3 (3.45%) Databricks
4 3 (3.45%) Informatica
5 2 (2.30%) Atlassian
5 2 (2.30%) Google
5 2 (2.30%) Talend
5 2 (2.30%) TIBCO
6 1 (1.15%) Adobe
6 1 (1.15%) Cognos
6 1 (1.15%) Percona
6 1 (1.15%) VMware