Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 2 July 2022 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
2 Jul 2022		 Same period 2021 Same period 2020
Rank 167 203 158
Rank change year-on-year +36 -45 +9
Permanent jobs citing Data Warehouse 474 255 267
As % of all permanent jobs advertised in the South East 2.10% 1.61% 1.91%
As % of the Database & Business Intelligence category 8.80% 6.12% 7.37%
Number of salaries quoted 361 187 210
10th Percentile £40,000 £35,750 £35,413
25th Percentile £47,750 £37,750 £45,000
Median annual salary (50th Percentile) £57,500 £50,000 £57,500
Median % change year-on-year +15.00% -13.04% +7.48%
75th Percentile £75,000 £62,500 £66,875
90th Percentile £83,750 £77,500 £80,000
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 South East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Permanent vacancies with a requirement for database or business intelligence skills 5,384 4,169 3,625
As % of all permanent IT jobs advertised in the South East 23.83% 26.34% 25.98%
Number of salaries quoted 3,001 3,147 3,002
10th Percentile £32,500 £33,750 £31,250
25th Percentile £42,000 £41,250 £37,500
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - +5.26%
75th Percentile £70,000 £63,750 £63,750
90th Percentile £85,000 £76,250 £76,250
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 South East

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

Job vacancy trend for Data Warehouse in the South East

Data Warehouse
Salary Trend in the South East

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

Salary trend for Data Warehouse in the South East

Data Warehouse
Salary Histogram in the South East

Salary distribution for jobs citing Data Warehouse in the South East over the 6 months to 2 July 2022.

Salary histogram for Data Warehouse in the South East

Data Warehouse
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the South East region over the 6 months to 2 July 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
Thames Valley +41 225 £60,000 +20.00% 8
Berkshire +59 126 £56,250 +7.14% 6
Buckinghamshire -9 69 £60,000 +50.00% 2
Hampshire -28 65 £60,000 +20.00% 3
West Sussex +46 64 £55,000 -32.31% 1
Surrey -42 54 £55,500 +0.91% 2
East Sussex +8 31 £57,316 +27.37%
Oxfordshire -24 30 £62,500 +31.58%
Kent -46 30 £60,000 +48.15% 1
Data Warehouse
England

For the 6 months to 2 July 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 South East region with a requirement for Data Warehouse.

1 361 (76.16%) Business Intelligence
2 350 (73.84%) SQL
3 211 (44.51%) Power BI
3 211 (44.51%) Power Platform
4 198 (41.77%) ETL
5 196 (41.35%) Azure
6 176 (37.13%) Analytics
7 173 (36.50%) SQL Server
8 159 (33.54%) Microsoft
9 140 (29.54%) Social Skills
10 135 (28.48%) Data Modelling
11 133 (28.06%) SQL Server Integration Services
12 125 (26.37%) Data Management
13 119 (25.11%) Agile
14 116 (24.47%) Analytical Skills
15 101 (21.31%) Problem-Solving
16 99 (20.89%) Python
17 96 (20.25%) Finance
18 87 (18.35%) Data Lake
19 85 (17.93%) SQL Server Reporting Services
20 83 (17.51%) Azure Data Factory
21 75 (15.82%) Migration
22 74 (15.61%) Degree
23 71 (14.98%) Data Quality
24 70 (14.77%) Data Analysis
24 70 (14.77%) T-SQL
25 67 (14.14%) Tableau
26 65 (13.71%) Microsoft Excel
27 60 (12.66%) AWS
28 59 (12.45%) Visualisation

Data Warehouse
Co-occurring IT Skills in the South East 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 25 (5.27%) Apache Spark
2 10 (2.11%) SAS
3 7 (1.48%) Oracle SOA Suite
3 7 (1.48%) SharePoint
4 3 (0.63%) Apache
4 3 (0.63%) Confluence
5 2 (0.42%) Apache Airflow
6 1 (0.21%) Apache ServiceMix
6 1 (0.21%) BizTalk Server
6 1 (0.21%) MQSeries
Applications
1 65 (13.71%) Microsoft Excel
2 7 (1.48%) MS Visio
3 6 (1.27%) Microsoft Office
3 6 (1.27%) Pipeline Pilot
4 5 (1.05%) Campfire
4 5 (1.05%) Microsoft PowerPoint
Business Applications
1 6 (1.27%) IBM Planning Analytics
1 6 (1.27%) Oracle Financials
2 4 (0.84%) Oracle EBS
3 2 (0.42%) SAP CO
3 2 (0.42%) SAP FI
3 2 (0.42%) SAP FI/CO
4 1 (0.21%) Cognos Business Intelligence
4 1 (0.21%) Dynamics CRM
4 1 (0.21%) Dynamics NAV
4 1 (0.21%) SAP Business One
4 1 (0.21%) Sparx Enterprise Architect
Cloud Services
1 211 (44.51%) Power Platform
2 196 (41.35%) Azure
3 83 (17.51%) Azure Data Factory
4 60 (12.66%) AWS
5 36 (7.59%) Azure Synapse Analytics
6 32 (6.75%) Snowflake
7 22 (4.64%) SaaS
8 21 (4.43%) GCP
9 19 (4.01%) Azure Cosmos DB
10 17 (3.59%) Serverless
11 16 (3.38%) PaaS
12 14 (2.95%) PowerApps
13 13 (2.74%) Azure DevOps
13 13 (2.74%) Collibra
14 12 (2.53%) iPaaS
15 10 (2.11%) Amazon CloudWatch
15 10 (2.11%) Amazon Kinesis
15 10 (2.11%) AWS CloudFormation
15 10 (2.11%) AWS Control Tower
15 10 (2.11%) Microsoft 365
Communications & Networking
1 10 (2.11%) HTTP
2 5 (1.05%) Broadband
3 4 (0.84%) MPLS
3 4 (0.84%) SD-WAN
3 4 (0.84%) Unified Communications
3 4 (0.84%) WAN
4 2 (0.42%) Network Security
5 1 (0.21%) DNS
Database & Business Intelligence
1 211 (44.51%) Power BI
2 173 (36.50%) SQL Server
3 133 (28.06%) SQL Server Integration Services
4 87 (18.35%) Data Lake
5 85 (17.93%) SQL Server Reporting Services
6 67 (14.14%) Tableau
7 46 (9.70%) NoSQL
7 46 (9.70%) Relational Database
7 46 (9.70%) SQL Server Analysis Services
8 44 (9.28%) Azure SQL Data Warehouse
9 34 (7.17%) Azure SQL Database
10 33 (6.96%) Big Data
11 30 (6.33%) RDBMS
12 19 (4.01%) BusinessObjects Business Intelligence
13 18 (3.80%) Microsoft Analysis Services
13 18 (3.80%) Snowflake Schema
14 17 (3.59%) Crystal Reports
14 17 (3.59%) Star Schema
15 13 (2.74%) BusinessObjects
15 13 (2.74%) OLAP
Development Applications
1 33 (6.96%) Visual Studio
2 25 (5.27%) JIRA
3 10 (2.11%) Git (software)
3 10 (2.11%) Storybook
3 10 (2.11%) webpack
4 8 (1.69%) SQL Server Management Studio (SSMS)
5 5 (1.05%) Team Foundation Server
6 4 (0.84%) Bitbucket
6 4 (0.84%) ERwin
6 4 (0.84%) Mercurial
6 4 (0.84%) Newman
6 4 (0.84%) Postman
7 1 (0.21%) ER Studio
7 1 (0.21%) Jenkins
7 1 (0.21%) Maven
7 1 (0.21%) Selenium
General
1 140 (29.54%) Social Skills
2 116 (24.47%) Analytical Skills
3 96 (20.25%) Finance
4 38 (8.02%) Influencing Skills
5 21 (4.43%) Presentation Skills
6 19 (4.01%) Telecoms
7 18 (3.80%) Marketing
8 17 (3.59%) Retail
9 13 (2.74%) Pharmaceutical
10 12 (2.53%) Banking
11 11 (2.32%) Public Sector
12 10 (2.11%) Wearables
13 6 (1.27%) Advertising
13 6 (1.27%) Automotive
13 6 (1.27%) Documentation Skills
14 5 (1.05%) Manufacturing
15 4 (0.84%) Law
16 3 (0.63%) Legal
16 3 (0.63%) Local Government
16 3 (0.63%) Publishing
Job Titles
1 109 (23.00%) Developer
2 77 (16.24%) Analyst
3 63 (13.29%) Data Engineer
4 58 (12.24%) Business Intelligence Developer
5 48 (10.13%) Data Analyst
6 39 (8.23%) SQL Developer
7 37 (7.81%) Architect
8 29 (6.12%) Business Intelligence Analyst
9 24 (5.06%) DBA
10 23 (4.85%) Data Architect
11 22 (4.64%) Data Warehouse Specialist
11 22 (4.64%) Power BI Developer
11 22 (4.64%) SQL DBA
12 19 (4.01%) Product Owner
13 18 (3.80%) Project Manager
13 18 (3.80%) SQL BI Developer
14 17 (3.59%) Azure Engineer
14 17 (3.59%) Senior Data Engineer
15 16 (3.38%) Azure Developer
16 15 (3.16%) Power BI Analyst
Libraries, Frameworks & Software Standards
1 20 (4.22%) Web Services
1 20 (4.22%) XML
2 19 (4.01%) JSON
3 16 (3.38%) REST
4 13 (2.74%) SOAP
5 12 (2.53%) .NET
6 11 (2.32%) HTML
7 10 (2.11%) AWS Amplify
7 10 (2.11%) Electron
7 10 (2.11%) GraphQL
7 10 (2.11%) Jest
7 10 (2.11%) JSON Schema
7 10 (2.11%) Node.js
7 10 (2.11%) Sass
7 10 (2.11%) Serverless Framework
7 10 (2.11%) Swagger
7 10 (2.11%) Twitter Bootstrap
7 10 (2.11%) Vue.js
7 10 (2.11%) Vuex
7 10 (2.11%) WebSockets
Miscellaneous
1 51 (10.76%) Management Information System
2 16 (3.38%) NHS
3 14 (2.95%) Data Structures
4 12 (2.53%) Cloud Native
4 12 (2.53%) Data Centre
4 12 (2.53%) Reinsurance
4 12 (2.53%) Self-Motivation
5 10 (2.11%) Legacy Systems
5 10 (2.11%) Replication
6 9 (1.90%) Clustering
6 9 (1.90%) Enterprise Software
6 9 (1.90%) Virtual Team
7 8 (1.69%) Greenfield Project
8 7 (1.48%) Biotechnology
8 7 (1.48%) IoT
9 6 (1.27%) Digital Media
10 5 (1.05%) Reference Data
11 4 (0.84%) Public Cloud
11 4 (0.84%) User Experience
12 3 (0.63%) Algorithms
Operating Systems
1 43 (9.07%) Windows
2 12 (2.53%) Windows Server
3 11 (2.32%) Unix
4 6 (1.27%) Android
4 6 (1.27%) Linux
5 3 (0.63%) AIX
5 3 (0.63%) Red Hat Enterprise Linux
Processes & Methodologies
1 361 (76.16%) Business Intelligence
2 198 (41.77%) ETL
3 176 (37.13%) Analytics
4 135 (28.48%) Data Modelling
5 125 (26.37%) Data Management
6 119 (25.11%) Agile
7 101 (21.31%) Problem-Solving
8 75 (15.82%) Migration
9 70 (14.77%) Data Analysis
10 59 (12.45%) Visualisation
11 57 (12.03%) Scrum
12 55 (11.60%) Data Cleansing
13 53 (11.18%) Data Migration
13 53 (11.18%) Decision-Making
14 49 (10.34%) Data Visualisation
15 48 (10.13%) Strategic Roadmap
16 47 (9.92%) DevOps
17 45 (9.49%) Data Engineering
18 44 (9.28%) Data Analytics
19 42 (8.86%) Data Architecture
Programming Languages
1 350 (73.84%) SQL
2 99 (20.89%) Python
3 70 (14.77%) T-SQL
4 34 (7.17%) C#
5 32 (6.75%) PowerShell
6 20 (4.22%) Data Analysis Expressions (DAX)
6 20 (4.22%) JavaScript
7 19 (4.01%) PL/SQL
8 12 (2.53%) R
8 12 (2.53%) Scala
9 7 (1.48%) Java
10 3 (0.63%) Korn
10 3 (0.63%) Shell Script
11 2 (0.42%) VBA
12 1 (0.21%) C
12 1 (0.21%) VBScript
Qualifications
1 74 (15.61%) Degree
2 13 (2.74%) Computer Science Degree
2 13 (2.74%) Numerate Degree
3 7 (1.48%) Microsoft Certification
3 7 (1.48%) Security Cleared
4 4 (0.84%) CISSP
4 4 (0.84%) PRINCE2 Certification
5 3 (0.63%) CompTIA CySA+
5 3 (0.63%) CompTIA Security+
5 3 (0.63%) MCSE
5 3 (0.63%) SC Cleared
5 3 (0.63%) TOGAF Certification
6 2 (0.42%) CBAP
6 2 (0.42%) IIBA
6 2 (0.42%) MCSA
6 2 (0.42%) PhD
6 2 (0.42%) SAP Certification
7 1 (0.21%) MBCS
7 1 (0.21%) SSCP
7 1 (0.21%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 71 (14.98%) Data Quality
2 18 (3.80%) GDPR
3 13 (2.74%) QA
4 6 (1.27%) HL7
4 6 (1.27%) ISO/IEC 27001
4 6 (1.27%) NIST
4 6 (1.27%) PMO
5 5 (1.05%) COBIT
6 4 (0.84%) Cyber Essentials
6 4 (0.84%) Cyber Essentials PLUS
6 4 (0.84%) NCSC
7 3 (0.63%) GRC
8 2 (0.42%) NIST 800
8 2 (0.42%) PCI DSS
8 2 (0.42%) Sarbanes-Oxley
9 1 (0.21%) Accessibility
9 1 (0.21%) GxP
9 1 (0.21%) ISO 9001
System Software
1 13 (2.74%) Docker
2 8 (1.69%) VMware Infrastructure
3 4 (0.84%) Active Directory
4 3 (0.63%) Veritas Cluster Server
Systems Management
1 5 (1.05%) Kubernetes
2 3 (0.63%) Microsoft Intune
2 3 (0.63%) Terraform
2 3 (0.63%) Tivoli
2 3 (0.63%) Tivoli Storage Manager
3 2 (0.42%) HP ALM
4 1 (0.21%) Ansible
4 1 (0.21%) Data Guard
4 1 (0.21%) Enterprise Manager Cloud Control
4 1 (0.21%) Oracle RMAN
Vendors
1 159 (33.54%) Microsoft
2 55 (11.60%) Oracle
3 49 (10.34%) Databricks
4 45 (9.49%) Informatica
5 34 (7.17%) SAP
6 32 (6.75%) Cognos
7 14 (2.95%) Salesforce.com
8 13 (2.74%) Anaplan
9 11 (2.32%) Google
10 10 (2.11%) IBM
10 10 (2.11%) Talend
10 10 (2.11%) TIBCO
10 10 (2.11%) Trillium
11 9 (1.90%) Alteryx
12 8 (1.69%) VMware
13 7 (1.48%) Citrix
14 6 (1.27%) Adobe
14 6 (1.27%) Apple
14 6 (1.27%) InterSystems
14 6 (1.27%) Vertica