Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 27 January 2022

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 27 January 2022 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
27 Jan 2022		 Same period 2021 Same period 2020
Rank 148 195 198
Rank change year-on-year +47 +3 -36
Permanent jobs citing Data Warehouse 410 145 357
As % of all permanent jobs advertised in the South East 2.26% 1.42% 1.55%
As % of the Database & Business Intelligence category 8.99% 5.30% 6.11%
Number of salaries quoted 321 114 264
10th Percentile £39,750 £37,485 £35,000
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £57,500 £52,500 £51,250
Median % change year-on-year +9.52% +2.44% -2.38%
75th Percentile £73,750 £65,625 £71,063
90th Percentile £85,000 £77,500 £80,000
England median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - +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 4,561 2,738 5,847
As % of all permanent IT jobs advertised in the South East 25.16% 26.89% 25.42%
Number of salaries quoted 3,130 2,379 4,915
10th Percentile £32,500 £33,750 £31,000
25th Percentile £41,250 £41,250 £37,384
Median annual salary (50th Percentile) £52,500 £50,000 £47,500
Median % change year-on-year +5.00% +5.26% -
75th Percentile £67,500 £63,750 £61,625
90th Percentile £77,500 £72,500 £71,250
England median annual salary £60,000 £55,000 £52,500
% 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 27 January 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 27 January 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 +23 156 £62,750 +14.09% 49
Hampshire -28 90 £57,500 +9.52% 11
Berkshire +21 84 £70,000 +27.27% 28
Surrey -21 71 £57,500 - 13
Buckinghamshire -18 57 £47,500 +5.56% 18
West Sussex +36 33 £71,250 +18.75% 6
Kent -39 20 £47,500 +26.67% 3
East Sussex -18 19 £52,500 +10.53% 2
Oxfordshire -17 15 £62,500 -9.09% 3
Middlesex 0 9 £45,000 -5.26%
Data Warehouse
England

For the 6 months to 27 January 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.

1 268 (65.37%) SQL
2 258 (62.93%) Business Intelligence
3 184 (44.88%) ETL
4 177 (43.17%) Analytics
5 168 (40.98%) Azure
6 161 (39.27%) Power BI
6 161 (39.27%) Power Platform
7 148 (36.10%) Agile Software Development
8 141 (34.39%) Microsoft
9 139 (33.90%) SQL Server
10 134 (32.68%) Data Modelling
11 115 (28.05%) SQL Server Integration Services
12 107 (26.10%) Python
13 102 (24.88%) SQL Server Reporting Services
14 101 (24.63%) Social Skills
15 89 (21.71%) Finance
16 88 (21.46%) Problem-Solving
17 85 (20.73%) Data Lake
17 85 (20.73%) Analytical Skills
18 78 (19.02%) Data Management
19 77 (18.78%) Azure Data Factory
20 72 (17.56%) Visualisation
21 70 (17.07%) T-SQL
22 68 (16.59%) Informatica
23 59 (14.39%) Databricks
24 58 (14.15%) Data Quality
25 56 (13.66%) Migration
26 54 (13.17%) Data Analysis
26 54 (13.17%) DevOps
27 51 (12.44%) Scrum

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 23 (5.61%) Apache Spark
2 10 (2.44%) Oracle SOA Suite
3 9 (2.20%) SAS
4 7 (1.71%) SharePoint
5 4 (0.98%) Apache
6 2 (0.49%) Apache Airflow
6 2 (0.49%) BizTalk Server
6 2 (0.49%) Confluence
7 1 (0.24%) Jupyter
7 1 (0.24%) Oracle Service Bus
7 1 (0.24%) WebLogic
Applications
1 32 (7.80%) Microsoft Excel
2 14 (3.41%) Microsoft Office
3 1 (0.24%) Microsoft PowerPoint
3 1 (0.24%) MS Visio
Business Applications
1 10 (2.44%) Oracle EBS
2 7 (1.71%) Dynamics CRM
3 5 (1.22%) SAP S/4HANA
4 4 (0.98%) Dynamics NAV
5 2 (0.49%) Oracle Retail
6 1 (0.24%) Sentinel
Cloud Services
1 168 (40.98%) Azure
2 161 (39.27%) Power Platform
3 77 (18.78%) Azure Data Factory
4 37 (9.02%) Azure Synapse Analytics
5 36 (8.78%) AWS
6 27 (6.59%) Snowflake
7 24 (5.85%) Serverless
8 19 (4.63%) PaaS
8 19 (4.63%) SaaS
9 16 (3.90%) Azure Functions
10 15 (3.66%) Dynamics 365
10 15 (3.66%) GCP
11 14 (3.41%) Azure Cosmos DB
12 10 (2.44%) Amazon S3
12 10 (2.44%) PowerApps
13 8 (1.95%) Azure Logic Apps
14 7 (1.71%) Amazon CloudWatch
14 7 (1.71%) Amazon Cognito
14 7 (1.71%) Amazon Kinesis
14 7 (1.71%) AWS CloudFormation
Communications & Networking
1 1 (0.24%) FTP
1 1 (0.24%) Intranet
Database & Business Intelligence
1 161 (39.27%) Power BI
2 139 (33.90%) SQL Server
3 115 (28.05%) SQL Server Integration Services
4 102 (24.88%) SQL Server Reporting Services
5 85 (20.73%) Data Lake
6 47 (11.46%) SQL Server Analysis Services
7 45 (10.98%) NoSQL
8 40 (9.76%) Big Data
9 38 (9.27%) Tableau
10 32 (7.80%) Azure SQL Data Warehouse
11 29 (7.07%) Azure SQL Database
12 28 (6.83%) MySQL
13 24 (5.85%) Relational Database
14 21 (5.12%) Enterprise Data Warehouse
15 20 (4.88%) MongoDB
16 19 (4.63%) DB2
17 18 (4.39%) PostgreSQL
18 17 (4.15%) Hadoop
19 15 (3.66%) BusinessObjects
19 15 (3.66%) QlikView
Development Applications
1 27 (6.59%) Visual Studio
2 17 (4.15%) JIRA
3 15 (3.66%) ERwin
3 15 (3.66%) Git (software)
4 14 (3.41%) Team Foundation Server
5 11 (2.68%) SQL Server Management Studio (SSMS)
6 7 (1.71%) ER Studio
6 7 (1.71%) Storybook
6 7 (1.71%) webpack
7 5 (1.22%) TeamCity
8 4 (0.98%) GitLab
8 4 (0.98%) Jenkins
8 4 (0.98%) tSQLt
9 2 (0.49%) Newman
9 2 (0.49%) Oracle APEX
9 2 (0.49%) Postman
9 2 (0.49%) Visual Studio Team System
10 1 (0.24%) Atlassian Bamboo
10 1 (0.24%) Octopus Deploy
General
1 101 (24.63%) Social Skills
2 89 (21.71%) Finance
3 85 (20.73%) Analytical Skills
4 13 (3.17%) Legal
5 12 (2.93%) Banking
5 12 (2.93%) Law
6 11 (2.68%) Public Sector
7 9 (2.20%) Publishing
8 8 (1.95%) Telecoms
9 7 (1.71%) Wearables
10 6 (1.46%) Pharmaceutical
10 6 (1.46%) Presentation Skills
10 6 (1.46%) Retail
11 5 (1.22%) Manufacturing
12 3 (0.73%) Advertising
12 3 (0.73%) Documentation Skills
12 3 (0.73%) Electronics
12 3 (0.73%) Financial Institution
12 3 (0.73%) Marketing
13 2 (0.49%) French Language
Job Titles
1 102 (24.88%) Developer
2 55 (13.41%) Data Engineer
3 52 (12.68%) Business Intelligence Developer
4 44 (10.73%) Analyst
5 41 (10.00%) Architect
6 39 (9.51%) Data Architect
7 29 (7.07%) Data Analyst
8 18 (4.39%) DBA
8 18 (4.39%) Designer
8 18 (4.39%) Power BI Developer
9 17 (4.15%) SQL Developer
10 15 (3.66%) Azure Engineer
10 15 (3.66%) Project Manager
11 14 (3.41%) SQL BI Developer
11 14 (3.41%) SSRS Developer
12 12 (2.93%) Azure Developer
12 12 (2.93%) Cognos BI Developer
12 12 (2.93%) Cognos Developer
12 12 (2.93%) SSIS Developer
13 11 (2.68%) Data Manager
Libraries, Frameworks & Software Standards
1 23 (5.61%) .NET
2 16 (3.90%) JSON
3 10 (2.44%) REST
4 9 (2.20%) Kafka
5 8 (1.95%) .NET Framework
5 8 (1.95%) Elastic Stack
5 8 (1.95%) Twitter Bootstrap
6 7 (1.71%) AWS Amplify
6 7 (1.71%) Express
6 7 (1.71%) GraphQL
6 7 (1.71%) HTML
6 7 (1.71%) Jest
6 7 (1.71%) JSON Schema
6 7 (1.71%) Node.js
6 7 (1.71%) Sass
6 7 (1.71%) Serverless Framework
6 7 (1.71%) Swagger
6 7 (1.71%) Vue.js
6 7 (1.71%) Vuex
6 7 (1.71%) WebSockets
Miscellaneous
1 28 (6.83%) Data Structures
2 25 (6.10%) Management Information System
3 13 (3.17%) Algorithms
3 13 (3.17%) Cloud Native
4 10 (2.44%) Legacy Systems
5 8 (1.95%) Client/Server
5 8 (1.95%) Clustering
5 8 (1.95%) Data Centre
5 8 (1.95%) Enterprise Software
5 8 (1.95%) Reinsurance
5 8 (1.95%) Self-Motivation
6 5 (1.22%) LIMS
7 4 (0.98%) Greenfield Project
7 4 (0.98%) Life Science
8 3 (0.73%) Robotics
9 2 (0.49%) Hedge funds
9 2 (0.49%) Housing Association
9 2 (0.49%) PMI
9 2 (0.49%) Public Cloud
9 2 (0.49%) User Experience
Operating Systems
1 20 (4.88%) Windows
2 15 (3.66%) Linux
3 10 (2.44%) Windows Server
4 5 (1.22%) Unix
Processes & Methodologies
1 258 (62.93%) Business Intelligence
2 184 (44.88%) ETL
3 177 (43.17%) Analytics
4 148 (36.10%) Agile Software Development
5 134 (32.68%) Data Modelling
6 88 (21.46%) Problem-Solving
7 78 (19.02%) Data Management
8 72 (17.56%) Visualisation
9 56 (13.66%) Migration
10 54 (13.17%) Data Analysis
10 54 (13.17%) DevOps
11 51 (12.44%) Scrum
12 49 (11.95%) Data Architecture
13 43 (10.49%) Artificial Intelligence
13 43 (10.49%) Data Engineering
14 38 (9.27%) Data Integration
14 38 (9.27%) Data Visualisation
14 38 (9.27%) Waterfall
15 36 (8.78%) Data Governance
15 36 (8.78%) Decision-Making
Programming Languages
1 268 (65.37%) SQL
2 107 (26.10%) Python
3 70 (17.07%) T-SQL
4 28 (6.83%) C#
5 23 (5.61%) PL/SQL
6 22 (5.37%) R
7 21 (5.12%) JavaScript
8 17 (4.15%) Data Analysis Expressions (DAX)
9 16 (3.90%) Java
10 15 (3.66%) PowerShell
11 8 (1.95%) C++
11 8 (1.95%) Scala
12 7 (1.71%) ES6
12 7 (1.71%) ES7
12 7 (1.71%) VBA
13 5 (1.22%) VB.NET
14 4 (0.98%) Go
15 2 (0.49%) Julia
15 2 (0.49%) U-SQL
16 1 (0.24%) Bash
Qualifications
1 26 (6.34%) Degree
2 9 (2.20%) Computer Science Degree
3 7 (1.71%) SC Cleared
3 7 (1.71%) Security Cleared
4 3 (0.73%) TOGAF Certification
5 2 (0.49%) ISEB
5 2 (0.49%) MCITP
5 2 (0.49%) Microsoft Certification
5 2 (0.49%) PhD
5 2 (0.49%) PMI Certification
6 1 (0.24%) Chartered Engineer
6 1 (0.24%) Master's Degree
6 1 (0.24%) MBCS
6 1 (0.24%) Numerate Degree
6 1 (0.24%) PMP
6 1 (0.24%) PRINCE2 Certification
Quality Assurance & Compliance
1 58 (14.15%) Data Quality
2 17 (4.15%) QA
3 15 (3.66%) PMO
4 7 (1.71%) ISO/IEC 27001
5 4 (0.98%) CDISC
5 4 (0.98%) GDPR
6 3 (0.73%) COBIT
7 2 (0.49%) GxP
7 2 (0.49%) PCI DSS
8 1 (0.24%) Accessibility
8 1 (0.24%) HL7
8 1 (0.24%) ISO 9001
System Software
1 19 (4.63%) Docker
2 7 (1.71%) VMware Infrastructure
3 3 (0.73%) Active Directory
4 1 (0.24%) Oracle RAC
Systems Management
1 15 (3.66%) Kubernetes
2 4 (0.98%) Terraform
3 3 (0.73%) Ansible
4 1 (0.24%) Data Guard
4 1 (0.24%) Opscode Chef
4 1 (0.24%) Oracle RMAN
4 1 (0.24%) Puppet
Vendors
1 141 (34.39%) Microsoft
2 68 (16.59%) Informatica
3 59 (14.39%) Databricks
4 44 (10.73%) Oracle
5 20 (4.88%) Cognos
6 18 (4.39%) SAP
7 14 (3.41%) Google
8 10 (2.44%) BiZZdesign
9 8 (1.95%) Adobe
9 8 (1.95%) Apple
10 7 (1.71%) Anaplan
10 7 (1.71%) StreamSets
10 7 (1.71%) VMware
11 6 (1.46%) Citrix
11 6 (1.46%) Salesforce.com
11 6 (1.46%) Teradata
12 5 (1.22%) MicroStrategy
12 5 (1.22%) Talend
13 3 (0.73%) Concur
13 3 (0.73%) Kronos