Period
to 4 March 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 4 March 2021 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
4 Mar 2021
Same period 2020 Same period 2019
Rank 178 179 155
Rank change year-on-year +1 -24 +28
Permanent jobs citing Data Warehouse 190 371 558
As % of all permanent jobs advertised in the South East 1.64% 1.64% 2.08%
As % of the Database & Business Intelligence category 6.15% 6.42% 7.27%
Number of salaries quoted 160 289 483
Median annual salary £50,000 £55,000 £52,500
Median salary % change year-on-year -9.09% +4.76% +5.00%
10th Percentile £36,200 £35,000 £33,750
90th Percentile £77,500 £80,000 £82,000
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% +7.84%

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 3,088 5,779 7,676
As % of all permanent IT jobs advertised in the South East 26.59% 25.60% 28.65%
Number of salaries quoted 2,650 4,839 6,509
Median annual salary £52,500 £48,500 £47,500
Median salary % change year-on-year +8.25% +2.11% +5.56%
10th Percentile £33,750 £31,250 £28,750
90th Percentile £73,750 £73,750 £73,750
England median annual salary £55,000 £52,500 £52,500
% change year-on-year +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 4 March 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 4 March 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 +2 66 £52,500 -8.70% 9
Hampshire +86 60 £50,000 +25.00% 3
Surrey +8 37 £56,000 -10.40% 5
Berkshire -29 32 £50,000 -16.67%
Buckinghamshire +50 24 £45,000 -18.18% 5
Oxfordshire +30 10 £72,500 +45.00% 4
East Sussex +33 8 £45,000 -12.20% 1
Kent +18 7 £30,750 -12.14%
West Sussex -9 7 £75,000 +66.67%
Middlesex +4 2 £47,500 -20.83%
Data Warehouse
England

For the 6 months to 4 March 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.

1 124 (65.26%) Business Intelligence
2 104 (54.74%) SQL
3 79 (41.58%) ETL
4 74 (38.95%) SQL Server
5 73 (38.42%) Azure
6 66 (34.74%) Power BI
6 66 (34.74%) Power Platform
7 64 (33.68%) Data Modelling
8 56 (29.47%) Analytics
9 50 (26.32%) Finance
10 48 (25.26%) Agile Software Development
10 48 (25.26%) SQL Server Integration Services
11 44 (23.16%) Microsoft
12 42 (22.11%) Visualisation
13 38 (20.00%) Data Engineering
14 36 (18.95%) Data Governance
15 35 (18.42%) Tableau
16 34 (17.89%) Python
17 32 (16.84%) Decision-Making
18 30 (15.79%) T-SQL
19 29 (15.26%) DevOps
20 28 (14.74%) AWS
20 28 (14.74%) Oracle
20 28 (14.74%) SQL Server Analysis Services
21 27 (14.21%) Data Quality
21 27 (14.21%) Relational Database
22 26 (13.68%) Data Analysis
23 25 (13.16%) Data Lake
24 24 (12.63%) Data Visualisation
25 23 (12.11%) Azure Data Factory

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 4 (2.11%) Apache Spark
1 4 (2.11%) SharePoint
2 3 (1.58%) SAS
3 1 (0.53%) Appian
3 1 (0.53%) ArcGIS
3 1 (0.53%) OpenEdge
Applications
1 11 (5.79%) Microsoft Excel
Business Applications
1 4 (2.11%) Dynamics AX
2 3 (1.58%) Sentinel
3 2 (1.05%) Sparx Enterprise Architect
4 1 (0.53%) Dynamics NAV
4 1 (0.53%) Infor M3
4 1 (0.53%) NetSuite
4 1 (0.53%) Oracle EBS
4 1 (0.53%) SAP Business One
Cloud Services
1 73 (38.42%) Azure
2 66 (34.74%) Power Platform
3 28 (14.74%) AWS
4 23 (12.11%) Azure Data Factory
5 11 (5.79%) GCP
6 10 (5.26%) Dynamics 365
7 6 (3.16%) Cloud Computing
8 5 (2.63%) Google Play
9 4 (2.11%) Microsoft 365
10 3 (1.58%) Amazon S3
11 2 (1.05%) Azure Stack
11 2 (1.05%) Logic Apps
11 2 (1.05%) SaaS
12 1 (0.53%) Azure Functions
12 1 (0.53%) PaaS
12 1 (0.53%) PowerApps
12 1 (0.53%) Serverless
12 1 (0.53%) Slack
Communications & Networking
1 1 (0.53%) Firewall
1 1 (0.53%) SAN
1 1 (0.53%) Skype
1 1 (0.53%) VPN
Database & Business Intelligence
1 74 (38.95%) SQL Server
2 66 (34.74%) Power BI
3 48 (25.26%) SQL Server Integration Services
4 35 (18.42%) Tableau
5 28 (14.74%) SQL Server Analysis Services
6 27 (14.21%) Relational Database
7 25 (13.16%) Data Lake
8 22 (11.58%) Enterprise Data Warehouse
8 22 (11.58%) Snowflake Schema
9 20 (10.53%) QlikView
9 20 (10.53%) SQL Server Reporting Services
10 18 (9.47%) PostgreSQL
11 17 (8.95%) Azure SQL Data Warehouse
12 13 (6.84%) Amazon Redshift
12 13 (6.84%) Azure SQL Database
13 12 (6.32%) Microsoft Analysis Services
14 11 (5.79%) Big Data
15 10 (5.26%) BusinessObjects
16 9 (4.74%) DB2
16 9 (4.74%) RDBMS
Development Applications
1 9 (4.74%) Git (software)
2 4 (2.11%) ERwin
2 4 (2.11%) JIRA
3 3 (1.58%) Jenkins
3 3 (1.58%) Team Foundation Server
4 1 (0.53%) Cucumber
4 1 (0.53%) SQL Server Management Studio (SSMS)
4 1 (0.53%) TeamCity
4 1 (0.53%) Visual Studio
4 1 (0.53%) WebSpeed
General
1 50 (26.32%) Finance
2 20 (10.53%) Retail
3 5 (2.63%) Legal
4 4 (2.11%) Manufacturing
4 4 (2.11%) Public Sector
4 4 (2.11%) Telecoms
5 3 (1.58%) Billing
6 2 (1.05%) Banking
6 2 (1.05%) Digital Economy
6 2 (1.05%) Financial Institution
6 2 (1.05%) Law
6 2 (1.05%) Marketing
7 1 (0.53%) Automotive
7 1 (0.53%) Back Office
7 1 (0.53%) Dutch Language
7 1 (0.53%) French Language
7 1 (0.53%) German Language
7 1 (0.53%) Investment Banking
7 1 (0.53%) Italian Language
7 1 (0.53%) Spanish Language
Job Titles
1 51 (26.84%) Developer
2 43 (22.63%) Data Engineer
3 21 (11.05%) Analyst
4 18 (9.47%) Data Warehouse Developer
5 17 (8.95%) Business Intelligence Developer
5 17 (8.95%) Data Governance Specialist
6 10 (5.26%) Architect
6 10 (5.26%) Consultant
6 10 (5.26%) Data Analyst
6 10 (5.26%) SQL Developer
7 9 (4.74%) Business Intelligence Analyst
7 9 (4.74%) Data Architect
8 8 (4.21%) Azure Engineer
8 8 (4.21%) Development Manager
8 8 (4.21%) LIMS Developer
9 7 (3.68%) Data Consultant
9 7 (3.68%) Database Manager
9 7 (3.68%) Senior Developer
10 6 (3.16%) DBA
10 6 (3.16%) ETL Developer
Libraries, Frameworks & Software Standards
1 9 (4.74%) RESTful
2 6 (3.16%) JSON
2 6 (3.16%) REST
2 6 (3.16%) SOAP
2 6 (3.16%) XML
3 5 (2.63%) .NET
4 4 (2.11%) Kafka
5 3 (1.58%) MDX
5 3 (1.58%) Ruby on Rails
6 2 (1.05%) Web Services
7 1 (0.53%) .NET Framework
7 1 (0.53%) ASP.NET
7 1 (0.53%) CSS
7 1 (0.53%) Google Maps API
7 1 (0.53%) HTML
7 1 (0.53%) Spark Streaming
7 1 (0.53%) YAML
Miscellaneous
1 20 (10.53%) Analytical Skills
2 17 (8.95%) Taxonomies
3 14 (7.37%) Management Information System
4 11 (5.79%) Data Structures
5 9 (4.74%) LIMS
5 9 (4.74%) Linux Command Line
6 5 (2.63%) Smart Meter
7 4 (2.11%) Algorithms
7 4 (2.11%) FMCG
7 4 (2.11%) Greenfield Project
8 2 (1.05%) Mobile App
8 2 (1.05%) Self-Motivation
9 1 (0.53%) Hybrid Cloud
9 1 (0.53%) NHS
9 1 (0.53%) Replication
Operating Systems
1 11 (5.79%) Linux
1 11 (5.79%) Unix
2 6 (3.16%) Windows
3 1 (0.53%) Red Hat Enterprise Linux
Processes & Methodologies
1 124 (65.26%) Business Intelligence
2 79 (41.58%) ETL
3 64 (33.68%) Data Modelling
4 56 (29.47%) Analytics
5 48 (25.26%) Agile Software Development
6 42 (22.11%) Visualisation
7 38 (20.00%) Data Engineering
8 36 (18.95%) Data Governance
9 32 (16.84%) Decision-Making
10 29 (15.26%) DevOps
11 26 (13.68%) Data Analysis
12 24 (12.63%) Data Visualisation
13 22 (11.58%) Data Management
14 20 (10.53%) Computer Science
15 19 (10.00%) Data Architecture
16 18 (9.47%) Data Integration
17 17 (8.95%) Data Science
17 17 (8.95%) Software Engineering
18 16 (8.42%) Dashboard Development
19 15 (7.89%) Business Analysis
Programming Languages
1 104 (54.74%) SQL
2 34 (17.89%) Python
3 30 (15.79%) T-SQL
4 21 (11.05%) R
5 13 (6.84%) Data Analysis Expressions (DAX)
6 9 (4.74%) Ruby
7 8 (4.21%) PowerShell
8 7 (3.68%) PL/SQL
9 5 (2.63%) C#
10 4 (2.11%) Scala
11 2 (1.05%) VBScript
12 1 (0.53%) C
12 1 (0.53%) Java
12 1 (0.53%) JavaScript
12 1 (0.53%) OpenEdge ABL
12 1 (0.53%) Progress 4GL
12 1 (0.53%) VB
12 1 (0.53%) VB.NET
12 1 (0.53%) VBA
Qualifications
1 22 (11.58%) Degree
2 5 (2.63%) SC Cleared
2 5 (2.63%) Security Cleared
3 4 (2.11%) PhD
4 3 (1.58%) Computer Science Degree
5 1 (0.53%) AWS Certification
5 1 (0.53%) Microsoft Certification
5 1 (0.53%) PRINCE2 Practitioner
5 1 (0.53%) Tableau Certification
Quality Assurance & Compliance
1 27 (14.21%) Data Quality
2 9 (4.74%) QA
3 3 (1.58%) COBIT
3 3 (1.58%) SLA
4 2 (1.05%) GDPR
5 1 (0.53%) ISO/IEC 20000
System Software
1 7 (3.68%) Hyper-V
2 4 (2.11%) Docker
3 1 (0.53%) VMware Infrastructure
Systems Management
1 2 (1.05%) Failover Clustering
1 2 (1.05%) Kubernetes
1 2 (1.05%) Terraform
2 1 (0.53%) Ansible
2 1 (0.53%) Opscode Chef
2 1 (0.53%) Puppet
Vendors
1 44 (23.16%) Microsoft
2 28 (14.74%) Oracle
3 17 (8.95%) Informatica
4 16 (8.42%) Cognos
5 12 (6.32%) Google
6 11 (5.79%) Talend
7 7 (3.68%) MicroStrategy
7 7 (3.68%) TIBCO
8 5 (2.63%) Databricks
9 3 (1.58%) SAP
10 2 (1.05%) Salesforce.com
10 2 (1.05%) Sparx
10 2 (1.05%) VMware
11 1 (0.53%) Alteryx
11 1 (0.53%) Cadence
11 1 (0.53%) ESRI
11 1 (0.53%) F5
11 1 (0.53%) IFS
11 1 (0.53%) ServiceNow
11 1 (0.53%) Teradata