Period
to 19 November 2019

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 19 November 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
19 Nov 2019
Same period 2018 Same period 2017
Rank 196 148 173
Rank change year-on-year -48 +25 -13
Permanent jobs citing Data Warehouse 383 618 579
As % of all permanent IT jobs advertised in the South East 1.52% 2.16% 1.91%
As % of the Database & Business Intelligence category 6.04% 7.44% 6.07%
Number of salaries quoted 307 514 557
South East median annual salary £50,000 £52,250 £50,000
Median salary % change year-on-year -4.31% +4.50% -4.76%
10th Percentile £33,750 £36,250 £31,250
90th Percentile £77,500 £78,750 £68,750
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% -4.55%

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 6,344 8,310 9,543
As % of all permanent IT jobs advertised in the South East 25.16% 29.09% 31.44%
Number of salaries quoted 5,426 6,935 8,208
South East median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £30,500 £30,000 £27,500
90th Percentile £71,250 £72,500 £65,000
England median annual salary £52,500 £51,500 £50,000
% change year-on-year +1.94% +3.00% +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 19 November 2019.

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 19 November 2019. 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 -13 183 £50,000 - 30
Berkshire -10 113 £50,000 - 19
Hampshire +18 61 £39,500 -24.76% 3
West Sussex -18 42 £47,500 +11.76% 6
Surrey -73 41 £65,000 +16.07% 6
Buckinghamshire -15 38 £55,000 +10.00% 11
Oxfordshire +24 32 £60,000 +20.00%
Kent +6 31 £47,500 +18.75% 2
Middlesex +2 10 £65,000 +4.00%
East Sussex -15 8 £47,250 -10.00% 3
M4 Corridor - 1 £100,000 -
Data Warehouse
England

For the 6 months to 19 November 2019, 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.

1 257 (67.10%) SQL
2 240 (62.66%) Business Intelligence
3 171 (44.65%) SQL Server
4 163 (42.56%) ETL
5 133 (34.73%) Power BI
5 133 (34.73%) Power Platform
6 125 (32.64%) SQL Server Integration Services
7 105 (27.42%) Azure
8 104 (27.15%) Microsoft
9 100 (26.11%) Data Modelling
9 100 (26.11%) Analytics
10 95 (24.80%) Finance
11 93 (24.28%) Agile Software Development
12 92 (24.02%) SQL Server Reporting Services
13 74 (19.32%) Oracle
14 68 (17.75%) T-SQL
15 65 (16.97%) Analytical Skills
16 61 (15.93%) Big Data
17 60 (15.67%) Python
18 55 (14.36%) Data Lake
19 51 (13.32%) SQL Server Analysis Services
20 50 (13.05%) Data Quality
21 46 (12.01%) AWS
21 46 (12.01%) Data Architecture
21 46 (12.01%) Informatica
21 46 (12.01%) Problem-Solving
22 43 (11.23%) Management Information System
22 43 (11.23%) Data Integration
22 43 (11.23%) Tableau
23 41 (10.70%) Azure SQL Data Warehouse

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 25 (6.53%) Apache Spark
2 14 (3.66%) SharePoint
3 8 (2.09%) Apache
4 6 (1.57%) SAS
5 3 (0.78%) Apache Pig
5 3 (0.78%) WordPress
6 2 (0.52%) Apache Airflow
6 2 (0.52%) IBM Domino
6 2 (0.52%) OpenEdge
7 1 (0.26%) Appian
7 1 (0.26%) Confluence
7 1 (0.26%) Exchange Server 2010
7 1 (0.26%) Exchange Server 2013
7 1 (0.26%) JBoss
7 1 (0.26%) MS Exchange
7 1 (0.26%) Oracle SOA Suite
7 1 (0.26%) SugarCRM
7 1 (0.26%) Tomcat
7 1 (0.26%) WebSphere
7 1 (0.26%) WebSphere Application Server
Applications
1 25 (6.53%) Microsoft Excel
2 17 (4.44%) Microsoft Office
3 5 (1.31%) Spreadsheet
Business Applications
1 10 (2.61%) Dynamics CRM
2 6 (1.57%) Dynamics NAV
3 5 (1.31%) SAP ERP
4 4 (1.04%) Oracle Receivables
5 3 (0.78%) Cognos Business Intelligence
5 3 (0.78%) JDE OneWorld
5 3 (0.78%) NetSuite
5 3 (0.78%) SAP Hybris
5 3 (0.78%) SAP Oil and Gas
6 2 (0.52%) Oracle Financials
6 2 (0.52%) SAP HR
7 1 (0.26%) Dynamics AX
7 1 (0.26%) Odoo
7 1 (0.26%) SAP CRM
7 1 (0.26%) SAP Payroll
Cloud Services
1 133 (34.73%) Power Platform
2 105 (27.42%) Azure
3 46 (12.01%) AWS
4 19 (4.96%) Azure Data Factory
4 19 (4.96%) GCP
4 19 (4.96%) PaaS
5 15 (3.92%) IaaS
5 15 (3.92%) PowerApps
6 14 (3.66%) SaaS
7 12 (3.13%) Dynamics 365
8 11 (2.87%) Office 365
9 6 (1.57%) Amazon EC2
10 5 (1.31%) Serverless
11 4 (1.04%) Amazon EMR
11 4 (1.04%) Amazon S3
11 4 (1.04%) Cloud Computing
12 3 (0.78%) Boomi
12 3 (0.78%) npm
13 2 (0.52%) Cortana Intelligence Suite
13 2 (0.52%) Mimecast
Communications & Networking
1 6 (1.57%) Intranet
2 2 (0.52%) DHCP
2 2 (0.52%) DNS
2 2 (0.52%) Internet
3 1 (0.26%) Broadband
3 1 (0.26%) CHAP
3 1 (0.26%) HTTP
3 1 (0.26%) SAN
3 1 (0.26%) Wireless
Database & Business Intelligence
1 171 (44.65%) SQL Server
2 133 (34.73%) Power BI
3 125 (32.64%) SQL Server Integration Services
4 92 (24.02%) SQL Server Reporting Services
5 61 (15.93%) Big Data
6 55 (14.36%) Data Lake
7 51 (13.32%) SQL Server Analysis Services
8 41 (10.70%) Azure SQL Data Warehouse
9 38 (9.92%) Relational Database
10 34 (8.88%) Hadoop
11 29 (7.57%) BusinessObjects
12 26 (6.79%) QlikView
13 25 (6.53%) NoSQL
14 23 (6.01%) Oracle Database
14 23 (6.01%) Star Schema
15 22 (5.74%) Qlik Sense
16 17 (4.44%) Apache Cassandra
17 16 (4.18%) PostgreSQL
17 16 (4.18%) RDBMS
18 14 (3.66%) SAP BW
Development Applications
1 12 (3.13%) Visual Studio
2 11 (2.87%) Git (software)
3 10 (2.61%) Team Foundation Server
4 5 (1.31%) JIRA
4 5 (1.31%) SoapUI
5 4 (1.04%) git-flow
6 3 (0.78%) JUnit
6 3 (0.78%) Octopus Deploy
6 3 (0.78%) Sinon.JS
6 3 (0.78%) TeamCity
6 3 (0.78%) VSS/SourceSafe
6 3 (0.78%) webpack
7 2 (0.52%) Jenkins
7 2 (0.52%) Maven
7 2 (0.52%) WebSpeed
8 1 (0.26%) Eclipse
8 1 (0.26%) SQL Server Management Studio (SSMS)
8 1 (0.26%) Subversion
General
1 95 (24.80%) Finance
2 22 (5.74%) Telecoms
3 21 (5.48%) Manufacturing
4 17 (4.44%) Marketing
5 16 (4.18%) Retail
6 12 (3.13%) Public Sector
7 8 (2.09%) Billing
8 7 (1.83%) Banking
8 7 (1.83%) Legal
9 6 (1.57%) Electronics
10 2 (0.52%) International Banking
11 1 (0.26%) Aerospace
11 1 (0.26%) Back Office
11 1 (0.26%) General Ledger
11 1 (0.26%) Investment Banking
11 1 (0.26%) Multimedia
11 1 (0.26%) Pharmaceutical
11 1 (0.26%) Publishing
Job Titles
1 127 (33.16%) Developer
2 73 (19.06%) Business Intelligence Developer
3 53 (13.84%) Analyst
4 38 (9.92%) Architect
5 32 (8.36%) Data Engineer
6 31 (8.09%) SQL Developer
7 28 (7.31%) Data Architect
7 28 (7.31%) DBA
8 25 (6.53%) Business Intelligence Analyst
9 22 (5.74%) SQL BI Developer
10 21 (5.48%) Business Intelligence Manager
11 17 (4.44%) Administrator
12 15 (3.92%) Business Developer
13 14 (3.66%) Business Manager
14 13 (3.39%) Data Analyst
14 13 (3.39%) Senior Analyst
15 12 (3.13%) Data Warehouse Developer
16 11 (2.87%) Senior Business Intelligence Analyst
16 11 (2.87%) Senior Manager
17 10 (2.61%) Senior Business Manager
Libraries, Frameworks & Software Standards
1 29 (7.57%) .NET
2 12 (3.13%) Web Services
3 11 (2.87%) MDX
4 9 (2.35%) ASP.NET
5 8 (2.09%) J2EE
6 7 (1.83%) .NET Framework
7 6 (1.57%) Oracle GoldenGate
8 5 (1.31%) JSON
9 4 (1.04%) Dask
9 4 (1.04%) EDI
9 4 (1.04%) Entity Framework
9 4 (1.04%) Kafka
9 4 (1.04%) XML
10 3 (0.78%) CSS
10 3 (0.78%) HTML
10 3 (0.78%) Jest
10 3 (0.78%) LAMP
10 3 (0.78%) Middleware
10 3 (0.78%) React
10 3 (0.78%) Spring
Miscellaneous
1 65 (16.97%) Analytical Skills
2 43 (11.23%) Management Information System
3 15 (3.92%) Data Centre
4 14 (3.66%) Data Structures
5 12 (3.13%) Greenfield Project
6 11 (2.87%) Self-Motivation
7 7 (1.83%) FMCG
7 7 (1.83%) NHS
7 7 (1.83%) Reference Data
7 7 (1.83%) Replication
8 6 (1.57%) Enterprise Software
8 6 (1.57%) Reinsurance
9 5 (1.31%) Blog
9 5 (1.31%) Social Network
10 4 (1.04%) Algorithms
10 4 (1.04%) Mainframe
11 3 (0.78%) Clustering
11 3 (0.78%) Life Science
11 3 (0.78%) User Experience
12 2 (0.52%) Cloud Native
Operating Systems
1 35 (9.14%) Windows
2 25 (6.53%) Unix
3 22 (5.74%) Linux
4 12 (3.13%) Windows Server
5 6 (1.57%) Oracle Linux
5 6 (1.57%) Red Hat Enterprise Linux
6 5 (1.31%) Windows Server 2012
7 3 (0.78%) Solaris
7 3 (0.78%) Windows Server 2008
8 2 (0.52%) Windows 8
8 2 (0.52%) Windows XP
9 1 (0.26%) VMS
9 1 (0.26%) Windows 10
9 1 (0.26%) Windows 7
9 1 (0.26%) zOS
Processes & Methodologies
1 240 (62.66%) Business Intelligence
2 163 (42.56%) ETL
3 100 (26.11%) Analytics
3 100 (26.11%) Data Modelling
4 93 (24.28%) Agile Software Development
5 46 (12.01%) Data Architecture
5 46 (12.01%) Problem-Solving
6 43 (11.23%) Data Integration
7 36 (9.40%) Data Management
7 36 (9.40%) DevOps
7 36 (9.40%) Visualisation
8 33 (8.62%) Project Management
9 31 (8.09%) Data Analytics
10 29 (7.57%) ERP
11 28 (7.31%) Dashboard Development
12 26 (6.79%) CRM
13 25 (6.53%) Data Analysis
13 25 (6.53%) Data Science
13 25 (6.53%) Logistics
14 21 (5.48%) Mentoring
Programming Languages
1 257 (67.10%) SQL
2 68 (17.75%) T-SQL
3 60 (15.67%) Python
4 30 (7.83%) C#
5 25 (6.53%) Data Analysis Expressions (DAX)
5 25 (6.53%) PL/SQL
6 21 (5.48%) Java
7 17 (4.44%) PowerShell
8 13 (3.39%) Perl
9 11 (2.87%) Bash Shell
10 10 (2.61%) JavaScript
11 9 (2.35%) VB.NET
12 8 (2.09%) R
12 8 (2.09%) Scala
13 6 (1.57%) C
14 5 (1.31%) PHP
15 4 (1.04%) VBA
16 3 (0.78%) VB
17 2 (0.52%) Progress 4GL
17 2 (0.52%) VBScript
Qualifications
1 34 (8.88%) Degree
2 11 (2.87%) Security Cleared
3 6 (1.57%) SC Cleared
4 4 (1.04%) Computer Science Degree
4 4 (1.04%) Master's Degree
5 3 (0.78%) Microsoft Certification
5 3 (0.78%) PMI Certification
6 2 (0.52%) AWS Certification
6 2 (0.52%) DBS Check
6 2 (0.52%) Sun Certification
7 1 (0.26%) MCSA
7 1 (0.26%) MCSE
7 1 (0.26%) Numerate Degree
7 1 (0.26%) PMP
7 1 (0.26%) PRINCE2 Certification
7 1 (0.26%) SAFe Agilist
7 1 (0.26%) SAS Certification
Quality Assurance & Compliance
1 50 (13.05%) Data Quality
2 17 (4.44%) SLA
3 13 (3.39%) QA
4 7 (1.83%) ISO/IEC 27001
5 4 (1.04%) PMO
6 1 (0.26%) GDPR
6 1 (0.26%) ISO 9000
6 1 (0.26%) NCSC
6 1 (0.26%) PCI DSS
6 1 (0.26%) Sarbanes-Oxley
System Software
1 8 (2.09%) Docker
2 7 (1.83%) VMware Infrastructure
3 5 (1.31%) Active Directory
4 3 (0.78%) HDFS
4 3 (0.78%) Hyper-V
5 2 (0.52%) Virtual Machines
6 1 (0.26%) Apache Flume
6 1 (0.26%) Apache ZooKeeper
6 1 (0.26%) Citrix Hypervisor
6 1 (0.26%) XenDesktop
Systems Management
1 8 (2.09%) AirWatch
1 8 (2.09%) Kubernetes
1 8 (2.09%) Netcool
2 6 (1.57%) Hadoop YARN
2 6 (1.57%) Oracle Enterprise Manager
2 6 (1.57%) Oracle RMAN
3 4 (1.04%) Terraform
4 2 (0.52%) Foglight
4 2 (0.52%) LiteSpeed
4 2 (0.52%) Opscode Chef
4 2 (0.52%) Puppet
4 2 (0.52%) SCOM
5 1 (0.26%) Oozie
5 1 (0.26%) SCCM
5 1 (0.26%) Single Sign-On
Vendors
1 104 (27.15%) Microsoft
2 74 (19.32%) Oracle
3 46 (12.01%) Informatica
4 43 (11.23%) Tableau
5 35 (9.14%) SAP
6 16 (4.18%) Cognos
7 11 (2.87%) Databricks
8 9 (2.35%) IBM
9 8 (2.09%) Google
9 8 (2.09%) Remedy
9 8 (2.09%) Teradata
9 8 (2.09%) VMware
10 6 (1.57%) JD Edwards
10 6 (1.57%) Red Hat
11 5 (1.31%) BEA
11 5 (1.31%) Sun
12 4 (1.04%) Netezza
12 4 (1.04%) Talend
13 3 (0.78%) Aprimo
13 3 (0.78%) Infor