Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 18 September 2020

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 18 September 2020 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
18 Sep 2020		 Same period 2019 Same period 2018
Rank 168 180 160
Rank change year-on-year +12 -20 +17
Permanent jobs citing Data Warehouse 128 455 604
As % of all permanent jobs advertised in the South East 1.52% 1.75% 2.04%
As % of the Database & Business Intelligence category 5.64% 6.88% 7.11%
Number of salaries quoted 107 386 524
Median annual salary £52,500 £50,000 £52,500
Median salary % change year-on-year +5.00% -4.76% +5.00%
10th Percentile £34,450 £34,375 £35,000
90th Percentile £75,000 £78,000 £75,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +10.00%

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 2,269 6,613 8,490
As % of all permanent IT jobs advertised in the South East 26.89% 25.43% 28.67%
Number of salaries quoted 1,910 5,578 7,149
Median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £32,500 £31,000 £30,000
90th Percentile £75,000 £72,500 £70,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +3.09%

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 18 September 2020.

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 18 September 2020. 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
Hampshire +41 40 £48,750 +8.33% 2
Surrey +99 38 £60,000 - 2
Thames Valley +18 30 £52,500 - 13
Berkshire +33 17 £45,750 -8.50% 2
Oxfordshire +41 9 £51,250 -14.58% 1
Kent +30 9 £67,500 +42.11% 2
East Sussex +45 6 £55,000 +15.79% 4
West Sussex +10 5 £48,000 +1.05%
Buckinghamshire +40 4 £55,000 - 10
Data Warehouse
England

For the 6 months to 18 September 2020, 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 94 (73.44%) Business Intelligence
2 89 (69.53%) SQL
3 68 (53.13%) Agile Software Development
4 64 (50.00%) SQL Server
5 55 (42.97%) ETL
5 55 (42.97%) Power BI
5 55 (42.97%) Power Platform
6 53 (41.41%) Azure
7 48 (37.50%) Microsoft
8 47 (36.72%) Finance
8 47 (36.72%) SQL Server Reporting Services
8 47 (36.72%) SQL Server Integration Services
9 44 (34.38%) Big Data
10 41 (32.03%) Analytics
11 40 (31.25%) Data Modelling
12 36 (28.13%) T-SQL
13 35 (27.34%) Data Lake
14 29 (22.66%) SQL Server Analysis Services
15 28 (21.88%) Test Automation
16 26 (20.31%) Oracle
17 25 (19.53%) Python
18 21 (16.41%) Visualisation
18 21 (16.41%) Continuous Integration
18 21 (16.41%) Data Integration
19 20 (15.63%) Analytical Skills
20 18 (14.06%) Data Structures
20 18 (14.06%) Machine Learning
20 18 (14.06%) Data Analytics
20 18 (14.06%) Azure SQL Data Warehouse
21 17 (13.28%) Data Strategy

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 11 (8.59%) Apache
2 10 (7.81%) Apache Spark
3 5 (3.91%) Apache Pig
3 5 (3.91%) IIS
4 4 (3.13%) Apache Synapse
4 4 (3.13%) SharePoint
5 3 (2.34%) Confluence
5 3 (2.34%) Elasticsearch
6 2 (1.56%) SAS
7 1 (0.78%) Appian
7 1 (0.78%) BizTalk Server
7 1 (0.78%) OpenEdge
Applications
1 6 (4.69%) Microsoft Excel
2 2 (1.56%) S-PLUS
3 1 (0.78%) SPSS
Business Applications
1 4 (3.13%) Dynamics CRM
2 1 (0.78%) NetSuite
2 1 (0.78%) Oracle EBS
Cloud Services
1 55 (42.97%) Power Platform
2 53 (41.41%) Azure
3 17 (13.28%) AWS
4 13 (10.16%) Azure Data Factory
5 10 (7.81%) SaaS
6 8 (6.25%) Azure Machine Learning
7 5 (3.91%) Cortana Intelligence Suite
8 4 (3.13%) PaaS
8 4 (3.13%) Power Automate
8 4 (3.13%) PowerApps
8 4 (3.13%) Serverless
9 3 (2.34%) Azure Functions
9 3 (2.34%) Logic Apps
10 2 (1.56%) Cloud Computing
10 2 (1.56%) GCP
10 2 (1.56%) Office 365
11 1 (0.78%) Amazon CloudWatch
11 1 (0.78%) Amazon S3
11 1 (0.78%) AWS CloudFormation
11 1 (0.78%) AWS CloudTrail
Communications & Networking
1 2 (1.56%) Firewall
1 2 (1.56%) LAN
1 2 (1.56%) MPLS
1 2 (1.56%) WAN
2 1 (0.78%) Internet
Database & Business Intelligence
1 64 (50.00%) SQL Server
2 55 (42.97%) Power BI
3 47 (36.72%) SQL Server Integration Services
3 47 (36.72%) SQL Server Reporting Services
4 44 (34.38%) Big Data
5 35 (27.34%) Data Lake
6 29 (22.66%) SQL Server Analysis Services
7 18 (14.06%) Azure SQL Data Warehouse
8 16 (12.50%) Azure SQL Database
9 13 (10.16%) OLAP
10 11 (8.59%) Cosmos DB
10 11 (8.59%) MongoDB
10 11 (8.59%) NoSQL
10 11 (8.59%) SQL Server 2016
11 10 (7.81%) BusinessObjects
12 9 (7.03%) Relational Database
12 9 (7.03%) SQL Server 2012
13 8 (6.25%) Geospatial Data
13 8 (6.25%) Hadoop
13 8 (6.25%) Qlik Sense
Development Applications
1 8 (6.25%) JIRA
2 7 (5.47%) Selenium
2 7 (5.47%) Visual Studio
3 6 (4.69%) WebDriver
4 5 (3.91%) Selenium IDE
5 4 (3.13%) SQL Server Management Studio (SSMS)
6 2 (1.56%) ER Studio
6 2 (1.56%) PowerBuilder
6 2 (1.56%) Toad
7 1 (0.78%) Cypress.io
7 1 (0.78%) Jenkins
7 1 (0.78%) NUnit
7 1 (0.78%) SpecFlow
7 1 (0.78%) WebSpeed
General
1 47 (36.72%) Finance
2 3 (2.34%) Back Office
2 3 (2.34%) Banking
3 2 (1.56%) Investment Banking
3 2 (1.56%) Police
4 1 (0.78%) Law
4 1 (0.78%) Marketing
4 1 (0.78%) Retail
4 1 (0.78%) Telecoms
Job Titles
1 52 (40.63%) Developer
2 31 (24.22%) Business Intelligence Developer
3 22 (17.19%) Data Engineer
4 19 (14.84%) Data Warehouse Developer
4 19 (14.84%) SQL Developer
5 17 (13.28%) Analyst
6 15 (11.72%) SQL BI Developer
7 13 (10.16%) SSRS Developer
8 12 (9.38%) SSIS Developer
8 12 (9.38%) T-SQL Developer
9 10 (7.81%) Data Analyst
10 9 (7.03%) DBA
11 8 (6.25%) SQL DBA
12 7 (5.47%) Administrator
13 6 (4.69%) Business Intelligence Analyst
13 6 (4.69%) Senior Developer
13 6 (4.69%) Senior Test Engineer
13 6 (4.69%) Test Engineer
14 5 (3.91%) Azure Developer
14 5 (3.91%) Oracle Developer
Libraries, Frameworks & Software Standards
1 14 (10.94%) .NET
2 8 (6.25%) Kafka
3 7 (5.47%) Apache NiFi
4 5 (3.91%) Web Services
5 4 (3.13%) ASP.NET
5 4 (3.13%) JSON
5 4 (3.13%) MDX
5 4 (3.13%) REST
5 4 (3.13%) RESTful
6 3 (2.34%) Elastic Stack
6 3 (2.34%) SAML
7 2 (1.56%) Scilab
7 2 (1.56%) XML
8 1 (0.78%) ODBC
Miscellaneous
1 20 (15.63%) Analytical Skills
2 18 (14.06%) Data Structures
3 4 (3.13%) Greenfield Project
4 3 (2.34%) Algorithms
4 3 (2.34%) Mobile App
5 2 (1.56%) Private Cloud
6 1 (0.78%) Internet of Things
6 1 (0.78%) Management Information System
6 1 (0.78%) Replication
Operating Systems
1 10 (7.81%) Unix
1 10 (7.81%) Windows
2 4 (3.13%) Linux
2 4 (3.13%) Windows Server
3 2 (1.56%) AIX
3 2 (1.56%) Solaris
Processes & Methodologies
1 94 (73.44%) Business Intelligence
2 68 (53.13%) Agile Software Development
3 55 (42.97%) ETL
4 41 (32.03%) Analytics
5 40 (31.25%) Data Modelling
6 28 (21.88%) Test Automation
7 21 (16.41%) Continuous Integration
7 21 (16.41%) Data Integration
7 21 (16.41%) Visualisation
8 18 (14.06%) Data Analytics
8 18 (14.06%) Machine Learning
9 17 (13.28%) Data Strategy
10 16 (12.50%) Data Visualisation
11 15 (11.72%) Artificial Intelligence
11 15 (11.72%) Data Engineering
11 15 (11.72%) Data Management
12 14 (10.94%) Project Delivery
13 13 (10.16%) Data Architecture
13 13 (10.16%) Open Source
14 12 (9.38%) Business Analytics
Programming Languages
1 89 (69.53%) SQL
2 36 (28.13%) T-SQL
3 25 (19.53%) Python
4 16 (12.50%) C#
5 12 (9.38%) JavaScript
6 10 (7.81%) PL/SQL
6 10 (7.81%) R
7 9 (7.03%) Scala
8 8 (6.25%) C
8 8 (6.25%) Java
8 8 (6.25%) VB.NET
9 7 (5.47%) PowerShell
10 6 (4.69%) Data Analysis Expressions (DAX)
11 5 (3.91%) C++
12 4 (3.13%) Shell Script
13 1 (0.78%) OpenEdge ABL
13 1 (0.78%) Progress 4GL
13 1 (0.78%) VBA
13 1 (0.78%) VBScript
Qualifications
1 13 (10.16%) Degree
2 5 (3.91%) ISEB
2 5 (3.91%) ISTQB
3 2 (1.56%) SC Cleared
3 2 (1.56%) Security Cleared
4 1 (0.78%) MCSA
4 1 (0.78%) MCSE
4 1 (0.78%) Microsoft Certification
4 1 (0.78%) PhD
Quality Assurance & Compliance
1 10 (7.81%) QA
2 8 (6.25%) Data Quality
2 8 (6.25%) GDPR
3 2 (1.56%) PMO
3 2 (1.56%) Sarbanes-Oxley
4 1 (0.78%) SLA
System Software
1 2 (1.56%) Active Directory
1 2 (1.56%) HDFS
Systems Management
1 5 (3.91%) HP Quality Center
2 3 (2.34%) Kibana
2 3 (2.34%) Opscode Chef
2 3 (2.34%) Puppet
2 3 (2.34%) Terraform
3 1 (0.78%) Oozie
Vendors
1 48 (37.50%) Microsoft
2 26 (20.31%) Oracle
3 14 (10.94%) Informatica
4 12 (9.38%) Databricks
4 12 (9.38%) Tableau
5 6 (4.69%) Hortonworks
6 5 (3.91%) HP
6 5 (3.91%) MicroStrategy
6 5 (3.91%) Remedy
7 4 (3.13%) Salesforce.com
7 4 (3.13%) Sun
8 3 (2.34%) Cognos
9 2 (1.56%) Ab Initio
9 2 (1.56%) Cloudera
9 2 (1.56%) Google
9 2 (1.56%) Meraki
9 2 (1.56%) Palo Alto
9 2 (1.56%) SAP
9 2 (1.56%) Talend
9 2 (1.56%) Teradata