Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 20 September 2021

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 20 September 2021 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
20 Sep 2021		 Same period 2020 Same period 2019
Rank 190 177 181
Rank change year-on-year -13 +4 -10
Permanent jobs citing Data Warehouse 316 123 458
As % of all permanent jobs advertised in the South East 1.83% 1.50% 1.76%
As % of the Database & Business Intelligence category 6.95% 5.46% 6.85%
Number of salaries quoted 234 102 378
10th Percentile £35,750 £32,825 £35,175
25th Percentile £41,063 £43,750 £42,500
Median annual salary (50th Percentile) £52,084 £53,750 £50,000
Median % change year-on-year -3.10% +7.50% -4.76%
75th Percentile £72,500 £64,688 £65,000
90th Percentile £83,750 £74,750 £78,000
England median annual salary £60,563 £60,000 £55,000
% change year-on-year +0.94% +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 4,545 2,254 6,689
As % of all permanent IT jobs advertised in the South East 26.25% 27.53% 25.73%
Number of salaries quoted 3,136 1,926 5,694
10th Percentile £32,500 £32,500 £31,000
25th Percentile £40,000 £38,750 £37,500
Median annual salary (50th Percentile) £50,500 £50,000 £47,500
Median % change year-on-year +1.00% +5.26% -
75th Percentile £66,250 £62,875 £61,250
90th Percentile £77,500 £75,000 £72,500
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

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 20 September 2021.

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 20 September 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
Thames Valley +10 154 £55,000 +2.33% 30
Berkshire -16 77 £65,000 +36.84% 24
Hampshire -90 65 £57,500 +17.95% 9
Buckinghamshire -2 53 £45,000 -18.18% 4
Surrey -72 34 £47,500 -20.83% 6
Oxfordshire -12 25 £47,500 -5.00% 2
Kent -26 22 £41,000 -39.26% 5
West Sussex -5 21 £60,000 +25.00% 2
East Sussex -27 16 £65,000 +18.18% 1
Home Counties - 1 £40,000 -
Data Warehouse
England

For the 6 months to 20 September 2021, 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.

1 199 (62.97%) SQL
2 171 (54.11%) Business Intelligence
3 117 (37.03%) Azure
4 109 (34.49%) Analytics
4 109 (34.49%) ETL
5 106 (33.54%) SQL Server
6 97 (30.70%) Agile Software Development
7 96 (30.38%) Data Modelling
7 96 (30.38%) Social Skills
8 90 (28.48%) Power Platform
8 90 (28.48%) Power BI
9 82 (25.95%) Microsoft
10 75 (23.73%) SQL Server Reporting Services
11 67 (21.20%) SQL Server Integration Services
12 66 (20.89%) Python
13 65 (20.57%) Analytical Skills
14 64 (20.25%) Finance
14 64 (20.25%) Problem-Solving
15 59 (18.67%) Data Lake
16 57 (18.04%) Visualisation
17 54 (17.09%) DevOps
18 52 (16.46%) Data Architecture
19 50 (15.82%) Data Analytics
20 49 (15.51%) T-SQL
21 44 (13.92%) Big Data
22 43 (13.61%) AWS
22 43 (13.61%) Data Management
23 40 (12.66%) Data Quality
24 38 (12.03%) Oracle
25 36 (11.39%) .NET

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 19 (6.01%) Apache Spark
2 9 (2.85%) SharePoint
3 6 (1.90%) Oracle SOA Suite
4 5 (1.58%) SAS
5 4 (1.27%) Apache
5 4 (1.27%) Apache Airflow
6 3 (0.95%) IIS
7 2 (0.63%) BizTalk Server
7 2 (0.63%) WordPress
8 1 (0.32%) Confluence
8 1 (0.32%) Oracle Service Bus
8 1 (0.32%) SharePoint 2010
8 1 (0.32%) WebLogic
Applications
1 20 (6.33%) Microsoft Excel
2 5 (1.58%) Spreadsheet
3 2 (0.63%) Microsoft Office
4 1 (0.32%) MS Visio
Business Applications
1 6 (1.90%) Oracle EBS
2 5 (1.58%) Shopify
3 4 (1.27%) OPENHousing
4 3 (0.95%) Oracle Retail
5 2 (0.63%) Dynamics CRM
5 2 (0.63%) Dynamics NAV
6 1 (0.32%) Dynamics AX
6 1 (0.32%) Remedy ITSM
6 1 (0.32%) SAP S/4HANA
Cloud Services
1 117 (37.03%) Azure
2 90 (28.48%) Power Platform
3 43 (13.61%) AWS
4 31 (9.81%) Azure Data Factory
5 28 (8.86%) Snowflake
6 22 (6.96%) SaaS
7 17 (5.38%) Azure Synapse Analytics
8 15 (4.75%) PaaS
9 14 (4.43%) GCP
10 10 (3.16%) Amazon Kinesis
10 10 (3.16%) Serverless
11 7 (2.22%) Dynamics 365
12 6 (1.90%) Amazon CloudWatch
12 6 (1.90%) Amazon Cognito
12 6 (1.90%) Amazon S3
12 6 (1.90%) AWS CloudFormation
12 6 (1.90%) Azure Sentinel
12 6 (1.90%) npm
13 5 (1.58%) Google Sheets
14 4 (1.27%) dbt
Communications & Networking
1 3 (0.95%) Internet
2 1 (0.32%) FTP
2 1 (0.32%) LAN
Database & Business Intelligence
1 106 (33.54%) SQL Server
2 90 (28.48%) Power BI
3 75 (23.73%) SQL Server Reporting Services
4 67 (21.20%) SQL Server Integration Services
5 59 (18.67%) Data Lake
6 44 (13.92%) Big Data
7 34 (10.76%) SQL Server Analysis Services
8 33 (10.44%) NoSQL
9 28 (8.86%) Relational Database
10 25 (7.91%) Tableau
11 22 (6.96%) Enterprise Data Warehouse
12 17 (5.38%) Amazon Redshift
12 17 (5.38%) Azure SQL Database
12 17 (5.38%) Hadoop
13 16 (5.06%) Azure SQL Data Warehouse
14 14 (4.43%) MySQL
15 11 (3.48%) BusinessObjects
15 11 (3.48%) OLAP
15 11 (3.48%) Star Schema
16 10 (3.16%) SQL Server 2008
Development Applications
1 13 (4.11%) Visual Studio
2 12 (3.80%) ERwin
3 8 (2.53%) Git (software)
4 7 (2.22%) SQL Server Management Studio (SSMS)
5 6 (1.90%) Storybook
5 6 (1.90%) webpack
6 3 (0.95%) Team Foundation Server
6 3 (0.95%) TeamCity
7 2 (0.63%) ER Studio
7 2 (0.63%) JIRA
7 2 (0.63%) Oracle APEX
8 1 (0.32%) Bitbucket
8 1 (0.32%) GitLab
8 1 (0.32%) Mercurial
8 1 (0.32%) tSQLt
8 1 (0.32%) Visual Studio Team System
General
1 96 (30.38%) Social Skills
2 65 (20.57%) Analytical Skills
3 64 (20.25%) Finance
4 14 (4.43%) Public Sector
5 10 (3.16%) Retail
6 9 (2.85%) Presentation Skills
7 8 (2.53%) Documentation Skills
8 6 (1.90%) Wearables
9 5 (1.58%) Influencing Skills
9 5 (1.58%) Marketing
9 5 (1.58%) Pharmaceutical
10 4 (1.27%) Billing
11 3 (0.95%) Banking
11 3 (0.95%) Telecoms
12 2 (0.63%) Manufacturing
12 2 (0.63%) Retail Banking
13 1 (0.32%) Aerospace
13 1 (0.32%) Czech Language
13 1 (0.32%) French Language
13 1 (0.32%) Investment Banking
Job Titles
1 63 (19.94%) Developer
2 50 (15.82%) Analyst
3 48 (15.19%) Data Engineer
4 39 (12.34%) Architect
5 34 (10.76%) Data Architect
6 29 (9.18%) Data Analyst
7 22 (6.96%) Consultant
8 18 (5.70%) Business Intelligence Developer
9 17 (5.38%) SQL Analyst
10 16 (5.06%) DBA
11 15 (4.75%) Software Developer
12 14 (4.43%) Business Intelligence Analyst
13 13 (4.11%) SQL Data Analyst
13 13 (4.11%) Technical Consultant
14 12 (3.80%) SQL DBA
15 11 (3.48%) .NET Developer
16 10 (3.16%) ASP.NET Developer
16 10 (3.16%) C# ASP.NET Developer
16 10 (3.16%) C# Developer
16 10 (3.16%) SQL Developer
Libraries, Frameworks & Software Standards
1 36 (11.39%) .NET
2 17 (5.38%) ASP.NET
3 14 (4.43%) XML
4 12 (3.80%) ASP.NET MVC
5 11 (3.48%) HTML
6 10 (3.16%) J2EE
6 10 (3.16%) XBRL
7 9 (2.85%) .NET Framework
7 9 (2.85%) CSS
7 9 (2.85%) JSON
7 9 (2.85%) Kafka
8 8 (2.53%) Elastic Stack
8 8 (2.53%) Middleware
9 7 (2.22%) Express
9 7 (2.22%) jQuery
9 7 (2.22%) REST
10 6 (1.90%) Node.js
10 6 (1.90%) Sass
10 6 (1.90%) Twitter Bootstrap
10 6 (1.90%) WebSockets
Miscellaneous
1 31 (9.81%) Data Structures
2 17 (5.38%) Algorithms
3 13 (4.11%) Management Information System
4 11 (3.48%) Client/Server
5 8 (2.53%) Cloud Native
5 8 (2.53%) Legacy Systems
6 7 (2.22%) Clustering
7 6 (1.90%) Enterprise Software
8 5 (1.58%) LIMS
8 5 (1.58%) NHS
8 5 (1.58%) Replication
9 4 (1.27%) Blog
9 4 (1.27%) Life Science
9 4 (1.27%) Self-Motivation
9 4 (1.27%) User Experience
9 4 (1.27%) Virtual Team
10 2 (0.63%) Greenfield Project
10 2 (0.63%) Reference Data
11 1 (0.32%) FMCG
11 1 (0.32%) Video Conferencing
Operating Systems
1 14 (4.43%) Linux
1 14 (4.43%) Windows
2 5 (1.58%) Windows Server
3 1 (0.32%) SUSE
3 1 (0.32%) Unix
Processes & Methodologies
1 171 (54.11%) Business Intelligence
2 109 (34.49%) Analytics
2 109 (34.49%) ETL
3 97 (30.70%) Agile Software Development
4 96 (30.38%) Data Modelling
5 64 (20.25%) Problem-Solving
6 57 (18.04%) Visualisation
7 54 (17.09%) DevOps
8 52 (16.46%) Data Architecture
9 50 (15.82%) Data Analytics
10 43 (13.61%) Data Management
11 36 (11.39%) Data Engineering
12 35 (11.08%) Data Integration
12 35 (11.08%) Migration
13 29 (9.18%) Stakeholder Management
14 28 (8.86%) Data Pipeline
14 28 (8.86%) Decision-Making
15 27 (8.54%) Data Visualisation
16 25 (7.91%) Data Analysis
16 25 (7.91%) SDLC
Programming Languages
1 199 (62.97%) SQL
2 66 (20.89%) Python
3 49 (15.51%) T-SQL
4 35 (11.08%) C#
5 29 (9.18%) JavaScript
6 27 (8.54%) Java
7 17 (5.38%) PL/SQL
8 15 (4.75%) PowerShell
9 13 (4.11%) Data Analysis Expressions (DAX)
10 8 (2.53%) C++
11 6 (1.90%) ES6
11 6 (1.90%) ES7
11 6 (1.90%) R
12 4 (1.27%) Go
12 4 (1.27%) VB
12 4 (1.27%) VB.NET
13 3 (0.95%) VBA
14 2 (0.63%) Julia
15 1 (0.32%) ABAP
15 1 (0.32%) TypeScript
Qualifications
1 20 (6.33%) Degree
2 10 (3.16%) TOGAF Certification
3 8 (2.53%) SC Cleared
3 8 (2.53%) Security Cleared
4 3 (0.95%) BC Cleared
4 3 (0.95%) Computer Science Degree
4 3 (0.95%) ISEB
4 3 (0.95%) Microsoft Certification
4 3 (0.95%) PRINCE2 Practitioner
5 2 (0.63%) ACCA
5 2 (0.63%) CIMA
5 2 (0.63%) MCITP
6 1 (0.32%) APMP
6 1 (0.32%) ITIL Foundation Certificate
6 1 (0.32%) Master's Degree
6 1 (0.32%) PMP
6 1 (0.32%) PRINCE2 Certification
Quality Assurance & Compliance
1 40 (12.66%) Data Quality
2 12 (3.80%) QA
3 8 (2.53%) PMO
4 5 (1.58%) GDPR
5 4 (1.27%) CDISC
6 3 (0.95%) ISO/IEC 27001
6 3 (0.95%) SLA
7 2 (0.63%) PCI DSS
8 1 (0.32%) HL7
8 1 (0.32%) NCSC
System Software
1 16 (5.06%) Docker
2 6 (1.90%) VMware Infrastructure
3 5 (1.58%) Active Directory
4 1 (0.32%) Oracle RAC
4 1 (0.32%) Virtual Machines
Systems Management
1 11 (3.48%) Kubernetes
2 5 (1.58%) Data Guard
2 5 (1.58%) Oracle RMAN
3 4 (1.27%) Enterprise Manager Cloud Control
3 4 (1.27%) Oracle Enterprise Manager
4 2 (0.63%) Terraform
Vendors
1 82 (25.95%) Microsoft
2 38 (12.03%) Oracle
3 20 (6.33%) Databricks
4 19 (6.01%) Informatica
5 11 (3.48%) SAP
6 9 (2.85%) Google
7 8 (2.53%) StreamSets
8 7 (2.22%) Citrix
8 7 (2.22%) VMware
9 6 (1.90%) BiZZdesign
9 6 (1.90%) Salesforce.com
10 4 (1.27%) Capita
10 4 (1.27%) Castleton
10 4 (1.27%) Civica
10 4 (1.27%) Remedy
11 3 (0.95%) Alteryx
11 3 (0.95%) RedGate
11 3 (0.95%) Teradata
12 2 (0.63%) Adobe
12 2 (0.63%) TARGIT