Period
to 22 October 2017

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 22 October 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
22 Oct 2017
Same period 2016 Same period 2015
Rank 174 156 100
Rank change year-on-year -18 -56 +38
Permanent jobs citing Data Warehouse 543 766 1353
As % of all permanent IT jobs advertised in the South East 1.88% 2.18% 3.20%
As % of the Database & Business Intelligence category 6.04% 7.29% 9.93%
Number of salaries quoted 507 695 1150
South East median annual salary £50,000 £52,500 £47,500
Median salary % change year-on-year -4.76% +10.53% -9.52%
10th Percentile £32,500 £33,750 £33,750
90th Percentile £70,000 £75,000 £70,000
England median annual salary £51,125 £55,000 £50,000
% change year-on-year -7.05% +10.00% -4.76%

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 8995 10505 13627
As % of all permanent IT jobs advertised in the South East 31.20% 29.87% 32.20%
Number of salaries quoted 7698 9225 11672
South East median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +2.41%
10th Percentile £28,250 £28,000 £27,500
90th Percentile £66,250 £65,000 £62,500
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 22 October 2017.

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 22 October 2017. 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 -22 201 £50,500 +1.00% 10
Surrey +4 167 £50,001 -16.67% 4
Berkshire -24 87 £50,000 - 3
Buckinghamshire +15 85 £52,500 +5.00% 5
Hampshire -18 69 £40,000 -11.11% 7
West Sussex -25 47 £62,500 +13.64% 1
East Sussex +31 42 £50,000 -28.57% 2
Oxfordshire -33 29 £47,500 -5.00% 2
Kent +9 18 £45,000 -10.00% 2
Middlesex +5 2 £50,500 +22.42%
Data Warehouse
England

For the 6 months to 22 October 2017, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South East region with a requirement for Data Warehouse.

1 406 (74.77%) Business Intelligence
2 367 (67.59%) SQL
3 259 (47.70%) SQL Server
4 226 (41.62%) SQL Server Integration Services
5 191 (35.17%) ETL
6 188 (34.62%) SQL Server Reporting Services
7 173 (31.86%) Microsoft
8 172 (31.68%) Agile Software Development
9 168 (30.94%) T-SQL
10 160 (29.47%) Data Modelling
11 150 (27.62%) Oracle
12 140 (25.78%) Finance
13 136 (25.05%) SQL Server Analysis Services
14 132 (24.31%) Power BI
15 117 (21.55%) Big Data
16 116 (21.36%) Analytics
17 76 (14.00%) BusinessObjects
18 73 (13.44%) Tableau
19 72 (13.26%) Microsoft Azure
20 71 (13.08%) Data Quality
20 71 (13.08%) Performance Tuning
21 64 (11.79%) Analytical Skills
22 61 (11.23%) PL/SQL
23 60 (11.05%) Data Analysis
23 60 (11.05%) Degree
24 59 (10.87%) Continuous Integration
25 56 (10.31%) Data Lake
26 55 (10.13%) Test Automation
26 55 (10.13%) Visualisation
27 53 (9.76%) QlikView

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 22 (4.05%) SAS
2 16 (2.95%) SharePoint
3 15 (2.76%) Apache Spark
4 8 (1.47%) IIS
4 8 (1.47%) MS Exchange
5 7 (1.29%) Apache Pig
6 6 (1.10%) Drupal
7 5 (0.92%) Confluence
8 4 (0.74%) FileNet
9 3 (0.55%) BizTalk Server
9 3 (0.55%) Elasticsearch
9 3 (0.55%) MS Project Server
10 2 (0.37%) Oracle SOA Suite
11 1 (0.18%) CMS
11 1 (0.18%) Oracle Workflow
Applications
1 40 (7.37%) Microsoft Excel
2 13 (2.39%) Microsoft PowerPoint
3 12 (2.21%) Microsoft Office
4 6 (1.10%) MS Visio
5 4 (0.74%) Microsoft Project
6 1 (0.18%) S-PLUS
Business Applications
1 4 (0.74%) Oracle ERP
1 4 (0.74%) SAP CO
1 4 (0.74%) SAP FI
1 4 (0.74%) SAP FI/CO
2 2 (0.37%) Dynamics GP
2 2 (0.37%) Dynamics NAV
2 2 (0.37%) Oracle Financials
2 2 (0.37%) Salesforce.com CRM
2 2 (0.37%) SAP BPC
2 2 (0.37%) SAP Business ByDesign
2 2 (0.37%) SAP CRM
2 2 (0.37%) SAP ERP
2 2 (0.37%) SAP FSCM
2 2 (0.37%) SAP MM
2 2 (0.37%) SAP PS
2 2 (0.37%) SAP SD
3 1 (0.18%) Adobe Campaign
3 1 (0.18%) Dynamics CRM
3 1 (0.18%) Oracle BPM
3 1 (0.18%) Oracle EBS
Cloud Services
1 72 (13.26%) Microsoft Azure
2 36 (6.63%) Amazon AWS
3 17 (3.13%) Azure Machine Learning
4 13 (2.39%) SaaS
5 11 (2.03%) Azure Data Factory
6 6 (1.10%) Cortana Intelligence Suite
7 5 (0.92%) GitHub
8 4 (0.74%) Amazon EMR
8 4 (0.74%) IBM Blueworks
9 3 (0.55%) IaaS
9 3 (0.55%) PaaS
10 1 (0.18%) Data Lake Analytics
10 1 (0.18%) npm
Communications & Networking
1 16 (2.95%) Internet
2 11 (2.03%) Firewall
3 9 (1.66%) DNS
4 8 (1.47%) Cisco ASA
4 8 (1.47%) IPsec
4 8 (1.47%) TCP/IP
4 8 (1.47%) VLAN
4 8 (1.47%) VPN
5 5 (0.92%) NAS
5 5 (0.92%) SAN
6 2 (0.37%) ASN.1
6 2 (0.37%) Extranet
6 2 (0.37%) Radio Access Network
6 2 (0.37%) SMS
7 1 (0.18%) HTTP
Database & Business Intelligence
1 259 (47.70%) SQL Server
2 226 (41.62%) SQL Server Integration Services
3 188 (34.62%) SQL Server Reporting Services
4 136 (25.05%) SQL Server Analysis Services
5 132 (24.31%) Power BI
6 117 (21.55%) Big Data
7 76 (14.00%) BusinessObjects
8 56 (10.31%) Data Lake
9 53 (9.76%) QlikView
10 49 (9.02%) SQL Server 2008
11 48 (8.84%) OLAP
11 48 (8.84%) Relational Database
12 44 (8.10%) Hadoop
12 44 (8.10%) Oracle Database
13 42 (7.73%) SQL Server 2016
14 37 (6.81%) Microsoft Analysis Services
15 35 (6.45%) SQL Server 2014
16 32 (5.89%) Azure SQL Data Warehouse
17 29 (5.34%) Oracle BI EE
18 28 (5.16%) NoSQL
Development Applications
1 32 (5.89%) JIRA
2 22 (4.05%) Talend Open Studio
3 16 (2.95%) Toad
4 15 (2.76%) PowerBuilder
4 15 (2.76%) SQL Server Management Studio (SSMS)
5 7 (1.29%) Oracle Forms
5 7 (1.29%) Subversion
6 6 (1.10%) Git (software)
7 5 (0.92%) Bitbucket
8 4 (0.74%) Visual Studio
9 3 (0.55%) Team Foundation Server
10 1 (0.18%) ERwin
10 1 (0.18%) Jenkins
10 1 (0.18%) Maven
10 1 (0.18%) NUnit
10 1 (0.18%) Oracle APEX
10 1 (0.18%) Rational Rhapsody
10 1 (0.18%) Sonatype Nexus
10 1 (0.18%) TortoiseSVN
General
1 140 (25.78%) Finance
2 27 (4.97%) Retail
3 24 (4.42%) Advertising
4 23 (4.24%) Banking
4 23 (4.24%) Marketing
5 13 (2.39%) Legal
6 10 (1.84%) Back Office
7 9 (1.66%) Games
7 9 (1.66%) Spanish Language
8 5 (0.92%) Telecoms
9 4 (0.74%) Cantonese Language
9 4 (0.74%) Dutch Language
9 4 (0.74%) French Language
9 4 (0.74%) German Language
9 4 (0.74%) Italian Language
9 4 (0.74%) Retail Banking
10 3 (0.55%) Aerospace
11 2 (0.37%) Automotive
11 2 (0.37%) Billing
11 2 (0.37%) Manufacturing
Job Titles
1 263 (48.43%) Developer
2 140 (25.78%) SQL Developer
3 121 (22.28%) Business Intelligence Developer
4 107 (19.71%) Analyst
5 78 (14.36%) Data Warehouse Developer
6 62 (11.42%) DBA
6 62 (11.42%) SQL BI Developer
7 59 (10.87%) SSIS Developer
8 46 (8.47%) Business Intelligence Analyst
8 46 (8.47%) SSRS Developer
9 42 (7.73%) Administrator
9 42 (7.73%) T-SQL Developer
10 40 (7.37%) SQL DBA
11 39 (7.18%) Oracle Developer
12 36 (6.63%) Architect
12 36 (6.63%) SQL Analyst
12 36 (6.63%) SQL Server Developer
13 28 (5.16%) PL/SQL Developer
14 24 (4.42%) Lead Developer
14 24 (4.42%) Senior Developer
Libraries, Frameworks & Software Standards
1 40 (7.37%) .NET
2 22 (4.05%) HTML
3 20 (3.68%) Web Services
4 17 (3.13%) CSS
5 16 (2.95%) ASP.NET
6 15 (2.76%) MDX
7 14 (2.58%) Oracle GoldenGate
8 13 (2.39%) Middleware
8 13 (2.39%) XML
9 11 (2.03%) AngularJS
10 7 (1.29%) .NET Framework
10 7 (1.29%) Spring
11 6 (1.10%) Entity Framework
11 6 (1.10%) HTML5
11 6 (1.10%) J2EE
11 6 (1.10%) Java EE
11 6 (1.10%) Spring Boot
12 4 (0.74%) JSON
12 4 (0.74%) Nutch
13 3 (0.55%) ASP.NET MVC
Miscellaneous
1 64 (11.79%) Analytical Skills
2 33 (6.08%) Computer Science
3 28 (5.16%) Clustering
3 28 (5.16%) Replication
4 16 (2.95%) Management Information System
5 15 (2.76%) Data Structures
6 12 (2.21%) Enterprise Software
6 12 (2.21%) Greenfield Project
7 7 (1.29%) Data Centre
7 7 (1.29%) Fintech
8 6 (1.10%) Algorithms
8 6 (1.10%) Reinsurance
9 5 (0.92%) N-Tier
9 5 (0.92%) User Experience
10 4 (0.74%) AS400
10 4 (0.74%) Credit Risk
10 4 (0.74%) Virtual Team
11 3 (0.55%) HACMP
11 3 (0.55%) Mainframe
12 2 (0.37%) Data Protection Act
Operating Systems
1 44 (8.10%) Windows
2 36 (6.63%) Windows Server
3 29 (5.34%) Linux
4 25 (4.60%) Unix
5 18 (3.31%) AIX
6 3 (0.55%) Red Hat Enterprise Linux
6 3 (0.55%) Solaris
7 1 (0.18%) Android
7 1 (0.18%) Apple iOS
7 1 (0.18%) Oracle Linux
Processes & Methodologies
1 406 (74.77%) Business Intelligence
2 191 (35.17%) ETL
3 172 (31.68%) Agile Software Development
4 160 (29.47%) Data Modelling
5 116 (21.36%) Analytics
6 71 (13.08%) Performance Tuning
7 60 (11.05%) Data Analysis
8 59 (10.87%) Continuous Integration
9 55 (10.13%) Test Automation
9 55 (10.13%) Visualisation
10 53 (9.76%) Data Strategy
11 50 (9.21%) Project Management
12 49 (9.02%) Migration
13 41 (7.55%) Data Management
14 39 (7.18%) Mathematics
15 37 (6.81%) Data Analytics
15 37 (6.81%) Data Integration
15 37 (6.81%) Mentoring
15 37 (6.81%) Scrum
16 33 (6.08%) High Availability
Programming Languages
1 367 (67.59%) SQL
2 168 (30.94%) T-SQL
3 61 (11.23%) PL/SQL
4 50 (9.21%) Python
5 40 (7.37%) JavaScript
6 39 (7.18%) R
7 37 (6.81%) C#
8 25 (4.60%) PowerShell
9 23 (4.24%) Shell Script
10 18 (3.31%) Java
11 16 (2.95%) VB.NET
12 12 (2.21%) PHP
13 5 (0.92%) VBA
14 4 (0.74%) Data Analysis Expressions (DAX)
15 3 (0.55%) Bash Shell
15 3 (0.55%) C
15 3 (0.55%) Perl
16 1 (0.18%) C++
16 1 (0.18%) Pascal
16 1 (0.18%) Scala
Qualifications
1 60 (11.05%) Degree
2 14 (2.58%) Computer Science Degree
3 11 (2.03%) Security Cleared
4 9 (1.66%) MCSA
4 9 (1.66%) Microsoft Certification
5 8 (1.47%) MCDBA
6 6 (1.10%) SC Cleared
7 5 (0.92%) PhD
8 2 (0.37%) Numerate Degree
9 1 (0.18%) Chartered Engineer
9 1 (0.18%) ISEB
9 1 (0.18%) Master's Degree
9 1 (0.18%) MBA
9 1 (0.18%) MBCS
9 1 (0.18%) MCSE
Quality Assurance & Compliance
1 71 (13.08%) Data Quality
2 15 (2.76%) QA
3 11 (2.03%) PCI DSS
4 10 (1.84%) ISO/IEC 27001
5 6 (1.10%) PMO
6 5 (0.92%) SLA
7 4 (0.74%) GDPR
8 2 (0.37%) COBIT
9 1 (0.18%) HL7
9 1 (0.18%) ISO 9001
9 1 (0.18%) Solvency II
System Software
1 15 (2.76%) VMware Infrastructure
2 9 (1.66%) Active Directory
3 8 (1.47%) Hyper-V
3 8 (1.47%) VMware ESXi
4 7 (1.29%) Oracle RAC
5 5 (0.92%) Apache Flume
5 5 (0.92%) Firmware
5 5 (0.92%) HDFS
6 4 (0.74%) KVM
7 3 (0.55%) GPFS
Systems Management
1 13 (2.39%) Oozie
2 8 (1.47%) Microsoft Clustering
2 8 (1.47%) SCCM
3 5 (0.92%) SCOM
4 4 (0.74%) Kibana
4 4 (0.74%) Nagios
5 1 (0.18%) Data Guard
5 1 (0.18%) Opscode Chef
5 1 (0.18%) Puppet
5 1 (0.18%) Systems Management Server (SMS)
Vendors
1 173 (31.86%) Microsoft
2 150 (27.62%) Oracle
3 73 (13.44%) Tableau
4 44 (8.10%) SAP
5 34 (6.26%) MicroStrategy
6 31 (5.71%) Cognos
7 22 (4.05%) IBM
7 22 (4.05%) Talend
8 16 (2.95%) VMware
9 14 (2.58%) Hyperion
10 13 (2.39%) Hortonworks
10 13 (2.39%) ServiceNow
11 12 (2.21%) Informatica
12 11 (2.03%) MuleSoft
13 10 (1.84%) Atlassian
13 10 (1.84%) SolarWinds
14 9 (1.66%) Teradata
15 8 (1.47%) Ab Initio
15 8 (1.47%) Cisco
16 7 (1.29%) Facebook