Period
to

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 30 June 2022 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East of England
6 months to
30 Jun 2022
Same period 2021 Same period 2020
Rank 147 78 86
Rank change year-on-year -69 +8 +74
Permanent jobs citing Data Warehouse 158 141 111
As % of all permanent jobs advertised in the East of England 2.13% 3.13% 3.05%
As % of the Database & Business Intelligence category 10.08% 15.93% 12.43%
Number of salaries quoted 82 105 94
10th Percentile £39,340 £41,550 £35,428
25th Percentile £46,563 £50,000 £40,000
Median annual salary (50th Percentile) £55,000 £60,000 £55,000
Median % change year-on-year -8.33% +9.09% +4.76%
75th Percentile £63,750 £78,750 £72,500
90th Percentile £72,275 £87,500 £79,000
England median annual salary £65,000 £60,000 £60,000
% change year-on-year +8.33% - +9.09%

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 1,567 885 893
As % of all permanent IT jobs advertised in the East of England 21.10% 19.62% 24.55%
Number of salaries quoted 686 599 758
10th Percentile £32,500 £33,750 £31,250
25th Percentile £40,000 £42,500 £37,500
Median annual salary (50th Percentile) £52,500 £52,500 £45,000
Median % change year-on-year - +16.67% -5.26%
75th Percentile £65,250 £67,500 £60,000
90th Percentile £77,500 £81,250 £71,250
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

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 30 June 2022.

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 30 June 2022. 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
Jobs
Hertfordshire -18 61 £57,500 +9.52% 13
Cambridgeshire -75 59 £37,500 -46.43% 4
Bedfordshire +1 18 £52,500 - 5
Essex -41 12 £52,500 -4.55% 2
Suffolk - 6 £55,000 - 1
Norfolk +1 2 £40,722 -3.04% 2
Data Warehouse
England

For the 6 months to 30 June 2022, 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.

1 108 (68.35%) SQL
2 94 (59.49%) ETL
3 71 (44.94%) Business Intelligence
4 70 (44.30%) Azure
5 65 (41.14%) Python
6 58 (36.71%) Agile
6 58 (36.71%) Analytics
6 58 (36.71%) Data Engineering
7 56 (35.44%) AWS
8 54 (34.18%) SQL Server
9 53 (33.54%) Tableau
10 46 (29.11%) SQL Server Integration Services
11 45 (28.48%) Data Pipeline
12 44 (27.85%) Oracle
13 43 (27.22%) Microsoft
14 39 (24.68%) Data Science
14 39 (24.68%) Power Platform
14 39 (24.68%) Power BI
15 37 (23.42%) Data Modelling
15 37 (23.42%) Analytical Skills
16 36 (22.78%) T-SQL
17 34 (21.52%) Visualisation
18 32 (20.25%) Git (software)
18 32 (20.25%) DevOps
19 31 (19.62%) Big Data
19 31 (19.62%) Social Skills
20 30 (18.99%) GCP
20 30 (18.99%) Data Visualisation
20 30 (18.99%) Life Science
21 29 (18.35%) SQL Server Reporting Services

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 26 (16.46%) Apache Spark
2 9 (5.70%) Apache
3 5 (3.16%) SharePoint
4 4 (2.53%) Apache Airflow
5 1 (0.63%) Confluence
Applications
1 11 (6.96%) Microsoft Excel
2 5 (3.16%) Microsoft Project
2 5 (3.16%) MS Visio
3 2 (1.27%) Pipeline Pilot
4 1 (0.63%) Microsoft Office
4 1 (0.63%) Microsoft PowerPoint
Business Applications
1 1 (0.63%) Cognos Business Intelligence
1 1 (0.63%) Dynamics CRM
Cloud Services
1 70 (44.30%) Azure
2 56 (35.44%) AWS
3 39 (24.68%) Power Platform
4 30 (18.99%) GCP
5 28 (17.72%) Azure Data Factory
6 16 (10.13%) SaaS
7 13 (8.23%) PaaS
8 10 (6.33%) Azure Synapse Analytics
9 7 (4.43%) AWS Lambda
9 7 (4.43%) Azure Logic Apps
9 7 (4.43%) Serverless
10 6 (3.80%) Amazon EC2
10 6 (3.80%) AWS CloudFormation
10 6 (3.80%) AWS CodePipeline
10 6 (3.80%) Microsoft 365
11 5 (3.16%) PowerApps
11 5 (3.16%) Snowflake
12 4 (2.53%) Azure DevOps
13 3 (1.90%) Amazon S3
13 3 (1.90%) Power Automate
Communications & Networking
1 7 (4.43%) Intranet
2 3 (1.90%) Internet
2 3 (1.90%) Kerberos
3 1 (0.63%) Skype
Database & Business Intelligence
1 54 (34.18%) SQL Server
2 53 (33.54%) Tableau
3 46 (29.11%) SQL Server Integration Services
4 39 (24.68%) Power BI
5 31 (19.62%) Big Data
6 29 (18.35%) SQL Server Reporting Services
7 28 (17.72%) Data Lake
8 26 (16.46%) Amazon Redshift
8 26 (16.46%) Oracle ODI
9 24 (15.19%) SQL Server Analysis Services
10 15 (9.49%) Tableau Server
11 13 (8.23%) Looker
12 11 (6.96%) Enterprise Data Warehouse
13 9 (5.70%) OLAP
13 9 (5.70%) PostgreSQL
14 8 (5.06%) Apache Hive
14 8 (5.06%) Azure SQL Database
14 8 (5.06%) MS Access
14 8 (5.06%) MySQL
14 8 (5.06%) OLTP
Development Applications
1 32 (20.25%) Git (software)
2 15 (9.49%) Visual Studio
3 7 (4.43%) GitLab
3 7 (4.43%) Team Foundation Server
4 6 (3.80%) Jenkins
4 6 (3.80%) JIRA
5 4 (2.53%) Rational Performance Tester
6 2 (1.27%) Bitbucket
7 1 (0.63%) Mercurial
7 1 (0.63%) Oracle Forms
7 1 (0.63%) Toad
General
1 37 (23.42%) Analytical Skills
2 31 (19.62%) Social Skills
3 25 (15.82%) Law
4 21 (13.29%) Finance
5 17 (10.76%) Marketing
6 14 (8.86%) Inclusion and Diversity
7 4 (2.53%) Front Office
7 4 (2.53%) Legal
7 4 (2.53%) Pharmaceutical
8 3 (1.90%) Public Sector
9 2 (1.27%) Presentation Skills
9 2 (1.27%) Retail
10 1 (0.63%) Automotive
10 1 (0.63%) Telecoms
Job Titles
1 70 (44.30%) Data Engineer
2 54 (34.18%) Developer
3 30 (18.99%) Senior Data Engineer
4 23 (14.56%) Business Intelligence Developer
5 12 (7.59%) SQL Developer
6 9 (5.70%) Senior Developer
6 9 (5.70%) Tableau Developer
7 8 (5.06%) Architect
7 8 (5.06%) ETL Developer
8 7 (4.43%) Solutions Architect
9 6 (3.80%) Business Developer
10 5 (3.16%) Analyst
11 4 (2.53%) Azure Developer
11 4 (2.53%) DBA
11 4 (2.53%) DevOps Manager
11 4 (2.53%) ICT Manager
11 4 (2.53%) ICT Project Manager
11 4 (2.53%) Project Manager
11 4 (2.53%) Senior SQL Developer
11 4 (2.53%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 23 (14.56%) Kafka
2 8 (5.06%) .NET
3 7 (4.43%) .NET Framework
4 3 (1.90%) Apache NiFi
4 3 (1.90%) CSS
4 3 (1.90%) HTML
5 2 (1.27%) JPA
5 2 (1.27%) JSF
5 2 (1.27%) MDX
5 2 (1.27%) ODBC
5 2 (1.27%) OLE DB
5 2 (1.27%) RabbitMQ
5 2 (1.27%) Spark Streaming
5 2 (1.27%) XML
6 1 (0.63%) ADSI
6 1 (0.63%) ASP.NET Web API
6 1 (0.63%) jQuery
6 1 (0.63%) Spring
6 1 (0.63%) Twitter Bootstrap
6 1 (0.63%) WCF
Miscellaneous
1 30 (18.99%) Life Science
2 23 (14.56%) Self-Motivation
3 13 (8.23%) Cloud Native
4 9 (5.70%) Management Information System
5 7 (4.43%) FMCG
6 6 (3.80%) Legacy Systems
6 6 (3.80%) Linux Command Line
7 5 (3.16%) Greenfield Project
7 5 (3.16%) IoT
8 4 (2.53%) Biotechnology
8 4 (2.53%) Data Centre
8 4 (2.53%) PMI
9 2 (1.27%) Data Structures
9 2 (1.27%) Replication
10 1 (0.63%) Algorithms
10 1 (0.63%) e-Learning
10 1 (0.63%) Housing Association
10 1 (0.63%) NHS
10 1 (0.63%) Public Cloud
10 1 (0.63%) Robotics
Operating Systems
1 10 (6.33%) Linux
2 9 (5.70%) Unix
3 7 (4.43%) Windows
4 4 (2.53%) Windows 10
5 2 (1.27%) Windows Server
Processes & Methodologies
1 94 (59.49%) ETL
2 71 (44.94%) Business Intelligence
3 58 (36.71%) Agile
3 58 (36.71%) Analytics
3 58 (36.71%) Data Engineering
4 45 (28.48%) Data Pipeline
5 39 (24.68%) Data Science
6 37 (23.42%) Data Modelling
7 34 (21.52%) Visualisation
8 32 (20.25%) DevOps
9 30 (18.99%) Data Visualisation
10 26 (16.46%) Root Cause Analysis
11 25 (15.82%) Migration
12 22 (13.92%) Artificial Intelligence
12 22 (13.92%) Computer Science
13 21 (13.29%) Data Architecture
13 21 (13.29%) Data Migration
13 21 (13.29%) Dimensional Modelling
13 21 (13.29%) Software Engineering
14 19 (12.03%) Kimball Methodology
Programming Languages
1 108 (68.35%) SQL
2 65 (41.14%) Python
3 36 (22.78%) T-SQL
4 14 (8.86%) Shell Script
5 8 (5.06%) C#
5 8 (5.06%) VBA
6 7 (4.43%) Scala
7 6 (3.80%) Bash
7 6 (3.80%) VB
8 5 (3.16%) Data Analysis Expressions (DAX)
8 5 (3.16%) VB.NET
8 5 (3.16%) VB6
9 4 (2.53%) PowerShell
9 4 (2.53%) R
10 3 (1.90%) JavaScript
11 2 (1.27%) Java
11 2 (1.27%) PL/SQL
12 1 (0.63%) VBScript
Qualifications
1 17 (10.76%) Degree
2 4 (2.53%) HND
2 4 (2.53%) PMI Certification
3 3 (1.90%) Computer Science Degree
4 1 (0.63%) Master's Degree
Quality Assurance & Compliance
1 13 (8.23%) Data Quality
2 3 (1.90%) QA
3 2 (1.27%) Accessibility
3 2 (1.27%) GDPR
4 1 (0.63%) GxP
4 1 (0.63%) ISO/IEC 27001
System Software
1 6 (3.80%) zsh
2 2 (1.27%) Docker
3 1 (0.63%) Active Directory
Systems Management
1 7 (4.43%) Terraform
2 3 (1.90%) Control-M
2 3 (1.90%) Kubernetes
3 1 (0.63%) Ansible
3 1 (0.63%) Oozie
Vendors
1 44 (27.85%) Oracle
2 43 (27.22%) Microsoft
3 17 (10.76%) MuleSoft
4 13 (8.23%) Databricks
4 13 (8.23%) Salesforce.com
5 9 (5.70%) Informatica
6 8 (5.06%) Google
7 5 (3.16%) Atlassian
8 3 (1.90%) IBM
8 3 (1.90%) SAP
9 2 (1.27%) Cognos
9 2 (1.27%) Facebook
9 2 (1.27%) Talend
10 1 (0.63%) BT
10 1 (0.63%) Jedox
10 1 (0.63%) MapR
10 1 (0.63%) RedGate
10 1 (0.63%) ServiceNow
10 1 (0.63%) Teradata