Period
to 21 February 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 21 February 2020 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
21 Feb 2020
Same period 2019 Same period 2018
Rank 181 155 182
Rank change year-on-year -26 +27 -24
Permanent jobs citing Data Warehouse 367 558 591
As % of all permanent IT jobs advertised in the South East 1.61% 2.08% 1.87%
As % of the Database & Business Intelligence category 6.32% 7.26% 5.94%
Number of salaries quoted 275 469 530
South East median annual salary £55,000 £52,500 £49,000
Median salary % change year-on-year +4.76% +7.14% -6.67%
10th Percentile £35,000 £34,750 £31,250
90th Percentile £80,000 £84,500 £66,525
England median annual salary £60,000 £55,000 £51,750
% change year-on-year +9.09% +6.28% -3.27%

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 5,806 7,683 9,952
As % of all permanent IT jobs advertised in the South East 25.44% 28.62% 31.50%
Number of salaries quoted 4,834 6,409 8,592
South East median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £31,250 £28,750 £27,500
90th Percentile £72,500 £72,500 £65,000
England median annual salary £53,000 £52,500 £50,000
% change year-on-year +0.95% +5.00% +5.26%

Data Warehouse
Job Vacancy Trend in the South East

Job postings citing Data Warehouse as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT 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

The salary distribution of IT jobs citing Data Warehouse in the South East over the 6 months to 21 February 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 21 February 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
Thames Valley +20 161 £57,500 +11.65% 28
Berkshire +18 120 £58,000 +10.48% 14
Surrey -11 92 £62,500 -1.57% 17
Hampshire -19 46 £40,000 -25.58% 19
West Sussex -18 39 £45,000 -10.00% 4
Buckinghamshire 0 29 £55,000 +29.41% 9
Kent -7 14 £35,000 -6.67% 2
Oxfordshire +7 12 £56,250 -13.46% 5
East Sussex -10 8 £51,250 -4.21% 2
Middlesex - 1 £60,000 -
M4 Corridor - 1 £100,000 -
Data Warehouse
England

For the 6 months to 21 February 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.

1 258 (70.30%) SQL
2 241 (65.67%) Business Intelligence
3 180 (49.05%) ETL
4 163 (44.41%) SQL Server
5 155 (42.23%) Power BI
5 155 (42.23%) Power Platform
6 145 (39.51%) SQL Server Integration Services
7 120 (32.70%) Microsoft
8 107 (29.16%) Finance
9 105 (28.61%) SQL Server Reporting Services
9 105 (28.61%) Data Modelling
10 92 (25.07%) Agile Software Development
11 87 (23.71%) Analytics
12 75 (20.44%) Azure
13 72 (19.62%) Tableau
14 64 (17.44%) Big Data
15 63 (17.17%) T-SQL
15 63 (17.17%) Oracle
16 62 (16.89%) Python
17 59 (16.08%) SQL Server Analysis Services
18 58 (15.80%) Data Integration
18 58 (15.80%) Analytical Skills
19 53 (14.44%) Data Lake
19 53 (14.44%) Data Quality
20 51 (13.90%) Visualisation
20 51 (13.90%) Management Information System
21 49 (13.35%) Hadoop
22 48 (13.08%) AWS
23 46 (12.53%) Relational Database
24 43 (11.72%) PostgreSQL

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 (5.18%) Apache Spark
2 12 (3.27%) SharePoint
3 6 (1.63%) Apache
3 6 (1.63%) Confluence
3 6 (1.63%) SAS
4 4 (1.09%) Jupyter
4 4 (1.09%) Tomcat
5 2 (0.54%) IBM Domino
6 1 (0.27%) Apache Pig
6 1 (0.27%) Appian
6 1 (0.27%) Elasticsearch
6 1 (0.27%) Exchange Server 2010
6 1 (0.27%) Exchange Server 2013
6 1 (0.27%) MS Exchange
6 1 (0.27%) Oracle SOA Suite
6 1 (0.27%) WebLogic
6 1 (0.27%) WebSphere
6 1 (0.27%) WebSphere Application Server
Applications
1 28 (7.63%) Microsoft Excel
2 10 (2.72%) Microsoft Office
3 1 (0.27%) Microsoft PowerPoint
Business Applications
1 6 (1.63%) Dynamics CRM
2 3 (0.82%) Cognos Business Intelligence
2 3 (0.82%) Oracle Receivables
3 2 (0.54%) Oracle Financials
4 1 (0.27%) Dynamics AX
4 1 (0.27%) Oracle Applications
4 1 (0.27%) SAP ERP
4 1 (0.27%) SAP IBP
Cloud Services
1 155 (42.23%) Power Platform
2 75 (20.44%) Azure
3 48 (13.08%) AWS
4 26 (7.08%) GCP
5 19 (5.18%) OpenShift
6 13 (3.54%) PaaS
7 12 (3.27%) Azure Data Factory
7 12 (3.27%) SaaS
8 10 (2.72%) Dynamics 365
8 10 (2.72%) IaaS
9 7 (1.91%) Cloud Computing
10 5 (1.36%) Amazon S3
10 5 (1.36%) Azure Machine Learning
11 4 (1.09%) Amazon Kinesis
11 4 (1.09%) PowerApps
12 3 (0.82%) AWS CloudFormation
13 2 (0.54%) Azure Active Directory
13 2 (0.54%) Mimecast
13 2 (0.54%) Serverless
14 1 (0.27%) Tricentis Tosca
Communications & Networking
1 9 (2.45%) ZigBee
2 4 (1.09%) Intranet
3 3 (0.82%) Skype
4 1 (0.27%) ASN.1
4 1 (0.27%) Broadband
4 1 (0.27%) CHAP
4 1 (0.27%) HTTP
4 1 (0.27%) Internet
4 1 (0.27%) Radio Access Network
4 1 (0.27%) SAN
Database & Business Intelligence
1 163 (44.41%) SQL Server
2 155 (42.23%) Power BI
3 145 (39.51%) SQL Server Integration Services
4 105 (28.61%) SQL Server Reporting Services
5 64 (17.44%) Big Data
6 59 (16.08%) SQL Server Analysis Services
7 53 (14.44%) Data Lake
8 49 (13.35%) Hadoop
9 46 (12.53%) Relational Database
10 43 (11.72%) PostgreSQL
11 42 (11.44%) NoSQL
12 39 (10.63%) Enterprise Data Warehouse
13 32 (8.72%) Azure SQL Data Warehouse
14 29 (7.90%) OLTP
14 29 (7.90%) QlikView
15 27 (7.36%) BusinessObjects
16 21 (5.72%) MongoDB
17 19 (5.18%) Azure SQL Database
18 18 (4.90%) Data Mining
18 18 (4.90%) InterSystems Cache
Development Applications
1 9 (2.45%) JIRA
2 8 (2.18%) SoapUI
3 7 (1.91%) Git (software)
4 6 (1.63%) Visual Studio
5 5 (1.36%) Team Foundation Server
5 5 (1.36%) tSQLt
6 4 (1.09%) JUnit
6 4 (1.09%) SQL Server Management Studio (SSMS)
7 3 (0.82%) Maven
8 2 (0.54%) Eclipse
8 2 (0.54%) Jenkins
9 1 (0.27%) Cucumber
9 1 (0.27%) DbUnit
9 1 (0.27%) GitLab
9 1 (0.27%) Mercurial
9 1 (0.27%) Mockito
9 1 (0.27%) SOAtest
9 1 (0.27%) SonarQube
9 1 (0.27%) SpecFlow
9 1 (0.27%) WebDriver
General
1 107 (29.16%) Finance
2 34 (9.26%) Public Sector
3 25 (6.81%) Marketing
4 17 (4.63%) Manufacturing
5 12 (3.27%) Retail
6 10 (2.72%) Telecoms
7 9 (2.45%) Banking
8 8 (2.18%) Legal
9 7 (1.91%) Pharmaceutical
10 5 (1.36%) Law
11 4 (1.09%) Electronics
12 3 (0.82%) Billing
12 3 (0.82%) Police
12 3 (0.82%) Publishing
13 2 (0.54%) International Banking
14 1 (0.27%) Advertising
14 1 (0.27%) Back Office
14 1 (0.27%) Investment Banking
14 1 (0.27%) Retail Finance
Job Titles
1 100 (27.25%) Developer
2 62 (16.89%) Analyst
3 51 (13.90%) Business Intelligence Developer
4 32 (8.72%) SQL Developer
5 31 (8.45%) DBA
6 28 (7.63%) Business Intelligence Analyst
7 25 (6.81%) Data Engineer
7 25 (6.81%) Technical Leader
8 24 (6.54%) Administrator
8 24 (6.54%) Architect
9 20 (5.45%) Business Intelligence Lead
10 19 (5.18%) QA Engineer
11 18 (4.90%) Consultant
12 15 (4.09%) Data Architect
12 15 (4.09%) Data Consultant
13 13 (3.54%) Senior Developer
13 13 (3.54%) SSIS Developer
14 12 (3.27%) Business Developer
14 12 (3.27%) Data Warehouse Developer
15 11 (3.00%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 27 (7.36%) .NET
2 21 (5.72%) Web Services
3 8 (2.18%) ASP.NET
3 8 (2.18%) CSS
4 7 (1.91%) HTML
4 7 (1.91%) Spring
5 6 (1.63%) Dask
6 5 (1.36%) Hibernate
6 5 (1.36%) HTML5
6 5 (1.36%) JSON
6 5 (1.36%) Kafka
7 4 (1.09%) jQuery
7 4 (1.09%) Oracle GoldenGate
7 4 (1.09%) REST
7 4 (1.09%) RESTful
7 4 (1.09%) WCF
7 4 (1.09%) XML
8 3 (0.82%) OAuth
8 3 (0.82%) Spark Streaming
9 2 (0.54%) MDX
Miscellaneous
1 58 (15.80%) Analytical Skills
2 51 (13.90%) Management Information System
3 28 (7.63%) Reinsurance
4 25 (6.81%) Tandem
5 14 (3.81%) Data Structures
6 9 (2.45%) Smart Energy
6 9 (2.45%) Smart Meter
7 8 (2.18%) Social Network
8 7 (1.91%) Clustering
9 6 (1.63%) Greenfield Project
10 5 (1.36%) Enterprise Software
10 5 (1.36%) Replication
11 4 (1.09%) Blog
11 4 (1.09%) Data Centre
12 3 (0.82%) Cloud Native
12 3 (0.82%) NHS
12 3 (0.82%) Reference Data
12 3 (0.82%) Self-Motivation
12 3 (0.82%) User Experience
12 3 (0.82%) Virtual Team
Operating Systems
1 37 (10.08%) Windows
2 25 (6.81%) Unix
3 22 (5.99%) Linux
4 10 (2.72%) Windows Server
5 4 (1.09%) Oracle Linux
5 4 (1.09%) Red Hat Enterprise Linux
6 3 (0.82%) Solaris
6 3 (0.82%) Windows Server 2012
7 2 (0.54%) VMS
7 2 (0.54%) Windows 7
8 1 (0.27%) Windows 10
8 1 (0.27%) Windows Server 2008
8 1 (0.27%) zOS
Processes & Methodologies
1 241 (65.67%) Business Intelligence
2 180 (49.05%) ETL
3 105 (28.61%) Data Modelling
4 92 (25.07%) Agile Software Development
5 87 (23.71%) Analytics
6 58 (15.80%) Data Integration
7 51 (13.90%) Visualisation
8 39 (10.63%) Data Analysis
8 39 (10.63%) Data Science
9 38 (10.35%) DevOps
10 35 (9.54%) Problem-Solving
11 34 (9.26%) Data Architecture
12 29 (7.90%) Data Management
13 28 (7.63%) Technical Leadership
13 28 (7.63%) Test Automation
14 27 (7.36%) Data Analytics
14 27 (7.36%) Mentoring
14 27 (7.36%) Migration
15 26 (7.08%) Decision-Making
16 24 (6.54%) ETL Development
Programming Languages
1 258 (70.30%) SQL
2 63 (17.17%) T-SQL
3 62 (16.89%) Python
4 30 (8.17%) C#
5 28 (7.63%) Java
6 26 (7.08%) PL/SQL
7 18 (4.90%) R
8 16 (4.36%) JavaScript
9 14 (3.81%) PowerShell
10 13 (3.54%) Data Analysis Expressions (DAX)
11 9 (2.45%) Bash Shell
11 9 (2.45%) Perl
12 8 (2.18%) VB.NET
13 6 (1.63%) VBA
14 4 (1.09%) Scala
14 4 (1.09%) VB
15 3 (0.82%) SAS Macro
15 3 (0.82%) Shell Script
16 2 (0.54%) VBScript
17 1 (0.27%) Ruby
Qualifications
1 26 (7.08%) Degree
2 13 (3.54%) Security Cleared
3 8 (2.18%) Computer Science Degree
3 8 (2.18%) Microsoft Certification
3 8 (2.18%) SC Cleared
4 4 (1.09%) PhD
5 3 (0.82%) Master's Degree
6 2 (0.54%) SAS Certification
6 2 (0.54%) Sun Certification
7 1 (0.27%) CFA
7 1 (0.27%) ISTQB
7 1 (0.27%) MCSA
7 1 (0.27%) MCSE
7 1 (0.27%) Numerate Degree
7 1 (0.27%) PMI Certification
7 1 (0.27%) PRINCE2 Certification
7 1 (0.27%) SAFe Agilist
Quality Assurance & Compliance
1 53 (14.44%) Data Quality
2 33 (8.99%) QA
3 14 (3.81%) SLA
4 6 (1.63%) Sarbanes-Oxley
5 4 (1.09%) GDPR
6 2 (0.54%) ISO/IEC 27001
6 2 (0.54%) PCI DSS
7 1 (0.27%) ISO 9000
7 1 (0.27%) NCSC
7 1 (0.27%) PMO
System Software
1 30 (8.17%) Docker
2 4 (1.09%) Active Directory
2 4 (1.09%) VMware Infrastructure
3 3 (0.82%) HDFS
3 3 (0.82%) Virtual Machines
4 1 (0.27%) Apache Flume
4 1 (0.27%) Apache ZooKeeper
4 1 (0.27%) Hyper-V
4 1 (0.27%) Microsoft App-V
4 1 (0.27%) vSphere
Systems Management
1 29 (7.90%) Kubernetes
2 4 (1.09%) Oracle Enterprise Manager
2 4 (1.09%) Oracle RMAN
3 3 (0.82%) Terraform
4 2 (0.54%) Foglight
4 2 (0.54%) LiteSpeed
4 2 (0.54%) SCOM
4 2 (0.54%) Single Sign-On
5 1 (0.27%) Ansible
5 1 (0.27%) Control-M
5 1 (0.27%) Oozie
5 1 (0.27%) Opscode Chef
5 1 (0.27%) Puppet
5 1 (0.27%) SCCM
Vendors
1 120 (32.70%) Microsoft
2 72 (19.62%) Tableau
3 63 (17.17%) Oracle
4 41 (11.17%) Informatica
5 24 (6.54%) SAP
6 19 (5.18%) Cloudera
6 19 (5.18%) InterSystems
7 17 (4.63%) Google
8 15 (4.09%) Cognos
9 14 (3.81%) Sun
10 10 (2.72%) IBM
11 8 (2.18%) Alteryx
11 8 (2.18%) Databricks
12 7 (1.91%) BEA
12 7 (1.91%) Teradata
13 6 (1.63%) Talend
14 4 (1.09%) Dataiku
14 4 (1.09%) Red Hat
14 4 (1.09%) VMware
15 3 (0.82%) Netezza