Period
to 12 December 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 12 December 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > South East
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 182 160 97
Rank change year-on-year -22 -63 +48
Permanent jobs citing Data Warehouse 575 723 1331
As % of all permanent IT jobs advertised in the South East 1.85% 2.11% 3.16%
As % of the Database & Business Intelligence category 5.84% 7.26% 9.67%
Number of salaries quoted 546 654 1133
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 £31,250 £32,500 £33,750
90th Percentile £67,500 £72,500 £70,000
England median annual salary £52,000 £55,000 £50,000
% change year-on-year -5.45% +10.00% -7.41%

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 9845 9964 13770
As % of all permanent IT jobs advertised in the South East 31.60% 29.13% 32.72%
Number of salaries quoted 8468 8738 11828
South East median annual salary £45,000 £45,000 £43,500
Median salary % change year-on-year - +3.45% +4.82%
10th Percentile £27,500 £28,250 £27,500
90th Percentile £65,000 £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 12 December 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 12 December 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 -16 226 £52,500 +5.00% 12
Surrey +1 147 £54,500 -9.17% 5
Hampshire -5 98 £37,500 -11.76% 6
Buckinghamshire +17 94 £52,500 +10.53% 1
Berkshire -2 88 £52,500 +5.00% 8
Oxfordshire -46 44 £47,500 -5.00% 3
East Sussex +21 42 £50,000 -28.57% 1
West Sussex -40 42 £61,250 +11.36% 2
Kent +9 25 £42,500 -15.00% 1
Middlesex +5 2 £55,000 +29.41%
Data Warehouse
England

For the 6 months to 12 December 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.

1 422 (73.39%) Business Intelligence
2 379 (65.91%) SQL
3 295 (51.30%) SQL Server
4 233 (40.52%) SQL Server Integration Services
5 216 (37.57%) ETL
6 203 (35.30%) SQL Server Reporting Services
7 182 (31.65%) Microsoft
8 172 (29.91%) T-SQL
9 168 (29.22%) Agile Software Development
10 158 (27.48%) Data Modelling
11 152 (26.43%) Finance
12 149 (25.91%) SQL Server Analysis Services
13 143 (24.87%) Oracle
14 125 (21.74%) Analytics
15 122 (21.22%) Power BI
16 101 (17.57%) Tableau
17 100 (17.39%) Big Data
18 78 (13.57%) BusinessObjects
18 78 (13.57%) Analytical Skills
19 74 (12.87%) Microsoft Azure
20 72 (12.52%) Data Quality
21 71 (12.35%) Microsoft Excel
22 68 (11.83%) Performance Tuning
22 68 (11.83%) Visualisation
23 65 (11.30%) QlikView
24 64 (11.13%) Project Management
25 59 (10.26%) Data Analysis
26 57 (9.91%) Degree
27 55 (9.57%) PL/SQL
28 54 (9.39%) Migration

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 (3.30%) SAS
2 16 (2.78%) SharePoint
3 11 (1.91%) Apache Pig
4 10 (1.74%) Apache Spark
5 8 (1.39%) Drupal
6 7 (1.22%) MS Exchange
6 7 (1.22%) MS Project Server
7 5 (0.87%) Confluence
8 4 (0.70%) FileNet
8 4 (0.70%) IIS
9 3 (0.52%) CMS
10 1 (0.17%) BizTalk Server
10 1 (0.17%) JBoss
10 1 (0.17%) Oracle SOA Suite
Applications
1 71 (12.35%) Microsoft Excel
2 32 (5.57%) Microsoft PowerPoint
3 28 (4.87%) Microsoft Office
4 11 (1.91%) Microsoft Project
4 11 (1.91%) MS Visio
5 1 (0.17%) S-PLUS
Business Applications
1 4 (0.70%) Dynamics AX
2 3 (0.52%) Oracle ERP
3 2 (0.35%) Dynamics GP
3 2 (0.35%) Oracle Financials
3 2 (0.35%) Salesforce.com CRM
3 2 (0.35%) SAP BPC
3 2 (0.35%) SAP Business ByDesign
3 2 (0.35%) SAP CO
3 2 (0.35%) SAP FI
3 2 (0.35%) SAP FI/CO
4 1 (0.17%) Adobe Campaign
4 1 (0.17%) Dynamics CRM
4 1 (0.17%) Dynamics NAV
4 1 (0.17%) SAP CRM
4 1 (0.17%) SAP ECC
4 1 (0.17%) SAP ERP
Cloud Services
1 74 (12.87%) Microsoft Azure
2 46 (8.00%) Amazon AWS
3 12 (2.09%) SaaS
4 10 (1.74%) Azure Machine Learning
5 9 (1.57%) Azure Data Factory
6 5 (0.87%) GitHub
7 4 (0.70%) Amazon EMR
7 4 (0.70%) IBM Blueworks
8 3 (0.52%) IaaS
8 3 (0.52%) PaaS
9 2 (0.35%) Cortana Intelligence Suite
10 1 (0.17%) npm
Communications & Networking
1 22 (3.83%) Internet
2 11 (1.91%) Firewall
3 8 (1.39%) DNS
4 7 (1.22%) Cisco ASA
4 7 (1.22%) IPsec
4 7 (1.22%) TCP/IP
4 7 (1.22%) VLAN
4 7 (1.22%) VPN
5 5 (0.87%) NAS
5 5 (0.87%) SAN
6 2 (0.35%) SMS
7 1 (0.17%) Extranet
7 1 (0.17%) HTTP
Database & Business Intelligence
1 295 (51.30%) SQL Server
2 233 (40.52%) SQL Server Integration Services
3 203 (35.30%) SQL Server Reporting Services
4 149 (25.91%) SQL Server Analysis Services
5 122 (21.22%) Power BI
6 100 (17.39%) Big Data
7 78 (13.57%) BusinessObjects
8 65 (11.30%) QlikView
9 53 (9.22%) Relational Database
10 51 (8.87%) SQL Server 2008
11 45 (7.83%) Hadoop
11 45 (7.83%) SQL Server 2016
12 42 (7.30%) Data Lake
12 42 (7.30%) OLAP
13 41 (7.13%) Oracle Database
14 38 (6.61%) Microsoft Analysis Services
15 32 (5.57%) SQL Server 2014
16 29 (5.04%) NoSQL
16 29 (5.04%) SQL Server 2012
17 27 (4.70%) Star Schema
Development Applications
1 36 (6.26%) JIRA
2 20 (3.48%) Talend Open Studio
3 18 (3.13%) Toad
4 17 (2.96%) PowerBuilder
5 15 (2.61%) SQL Server Management Studio (SSMS)
6 12 (2.09%) Oracle Forms
7 9 (1.57%) Subversion
8 8 (1.39%) Git (software)
9 6 (1.04%) Visual Studio
10 5 (0.87%) Bitbucket
11 4 (0.70%) Oracle APEX
12 3 (0.52%) Team Foundation Server
13 2 (0.35%) ERwin
14 1 (0.17%) NUnit
14 1 (0.17%) TortoiseSVN
General
1 152 (26.43%) Finance
2 35 (6.09%) Retail
3 25 (4.35%) Marketing
4 19 (3.30%) Advertising
5 17 (2.96%) Banking
6 13 (2.26%) Back Office
7 11 (1.91%) Legal
8 7 (1.22%) Spanish Language
9 4 (0.70%) Cantonese Language
9 4 (0.70%) Dutch Language
9 4 (0.70%) French Language
9 4 (0.70%) German Language
9 4 (0.70%) Italian Language
9 4 (0.70%) Local Government
9 4 (0.70%) Retail Banking
10 3 (0.52%) Aerospace
10 3 (0.52%) Games
11 2 (0.35%) Automotive
11 2 (0.35%) Publishing
11 2 (0.35%) Telecoms
Job Titles
1 271 (47.13%) Developer
2 147 (25.57%) SQL Developer
3 132 (22.96%) Analyst
4 125 (21.74%) Business Intelligence Developer
5 70 (12.17%) Business Intelligence Analyst
5 70 (12.17%) Data Warehouse Developer
6 69 (12.00%) SQL BI Developer
7 62 (10.78%) SSIS Developer
8 60 (10.43%) SQL Server Developer
9 55 (9.57%) DBA
10 52 (9.04%) SSRS Developer
10 52 (9.04%) T-SQL Developer
11 48 (8.35%) SQL Analyst
12 45 (7.83%) Architect
13 43 (7.48%) Administrator
14 38 (6.61%) Data Architect
14 38 (6.61%) SQL DBA
15 34 (5.91%) Oracle Developer
16 30 (5.22%) SQL Server BI Developer
17 26 (4.52%) PL/SQL Developer
Libraries, Frameworks & Software Standards
1 30 (5.22%) .NET
2 26 (4.52%) HTML
3 22 (3.83%) MDX
4 21 (3.65%) CSS
5 19 (3.30%) XML
6 18 (3.13%) Web Services
7 16 (2.78%) Middleware
7 16 (2.78%) Oracle GoldenGate
8 12 (2.09%) AngularJS
9 11 (1.91%) ASP.NET
10 10 (1.74%) Spring
11 9 (1.57%) JSON
12 8 (1.39%) J2EE
12 8 (1.39%) Java EE
12 8 (1.39%) Spring Boot
13 4 (0.70%) .NET Framework
13 4 (0.70%) ASP.NET MVC
13 4 (0.70%) Nutch
14 3 (0.52%) jQuery
15 2 (0.35%) WPF
Miscellaneous
1 78 (13.57%) Analytical Skills
2 30 (5.22%) Clustering
3 25 (4.35%) Management Information System
4 24 (4.17%) Replication
5 22 (3.83%) Computer Science
6 15 (2.61%) Data Structures
6 15 (2.61%) Enterprise Software
7 14 (2.43%) Virtual Team
8 13 (2.26%) Greenfield Project
9 10 (1.74%) Fintech
10 9 (1.57%) Data Centre
10 9 (1.57%) User Experience
11 7 (1.22%) Algorithms
11 7 (1.22%) Mainframe
12 5 (0.87%) N-Tier
13 4 (0.70%) AS400
13 4 (0.70%) HACMP
13 4 (0.70%) PMI
14 3 (0.52%) Reinsurance
15 2 (0.35%) Mobile App
Operating Systems
1 48 (8.35%) Windows
2 40 (6.96%) Windows Server
3 27 (4.70%) Unix
4 26 (4.52%) Linux
5 21 (3.65%) AIX
6 4 (0.70%) Red Hat Enterprise Linux
6 4 (0.70%) Solaris
7 1 (0.17%) Android
7 1 (0.17%) Apple iOS
7 1 (0.17%) Oracle Linux
Processes & Methodologies
1 422 (73.39%) Business Intelligence
2 216 (37.57%) ETL
3 168 (29.22%) Agile Software Development
4 158 (27.48%) Data Modelling
5 125 (21.74%) Analytics
6 68 (11.83%) Performance Tuning
6 68 (11.83%) Visualisation
7 64 (11.13%) Project Management
8 59 (10.26%) Data Analysis
9 54 (9.39%) Migration
10 45 (7.83%) Data Analytics
10 45 (7.83%) Data Management
11 43 (7.48%) Data Strategy
12 42 (7.30%) CRM
13 40 (6.96%) Continuous Integration
13 40 (6.96%) Scrum
14 39 (6.78%) Master Data Management
15 38 (6.61%) Mentoring
15 38 (6.61%) Test Automation
16 37 (6.43%) Kimball Methodology
Programming Languages
1 379 (65.91%) SQL
2 172 (29.91%) T-SQL
3 55 (9.57%) PL/SQL
4 45 (7.83%) Python
5 39 (6.78%) JavaScript
6 28 (4.87%) R
7 27 (4.70%) C#
7 27 (4.70%) Shell Script
8 24 (4.17%) Java
9 17 (2.96%) PowerShell
10 12 (2.09%) VB.NET
11 10 (1.74%) PHP
12 5 (0.87%) Data Analysis Expressions (DAX)
13 3 (0.52%) C
13 3 (0.52%) VBA
14 2 (0.35%) Perl
15 1 (0.17%) Bash Shell
15 1 (0.17%) U-SQL
Qualifications
1 57 (9.91%) Degree
2 10 (1.74%) MCSA
2 10 (1.74%) Microsoft Certification
3 9 (1.57%) Computer Science Degree
4 8 (1.39%) MCDBA
5 6 (1.04%) MBA
6 4 (0.70%) PMI Certification
6 4 (0.70%) SC Cleared
6 4 (0.70%) Security Cleared
7 2 (0.35%) MCSE
8 1 (0.17%) Master's Degree
8 1 (0.17%) Numerate Degree
8 1 (0.17%) PhD
Quality Assurance & Compliance
1 72 (12.52%) Data Quality
2 15 (2.61%) PCI DSS
3 13 (2.26%) QA
4 10 (1.74%) ISO/IEC 27001
5 7 (1.22%) PMO
6 5 (0.87%) SLA
7 3 (0.52%) GDPR
8 2 (0.35%) COBIT
9 1 (0.17%) Solvency II
System Software
1 12 (2.09%) VMware Infrastructure
2 10 (1.74%) Active Directory
3 7 (1.22%) Hyper-V
3 7 (1.22%) VMware ESXi
4 6 (1.04%) Oracle RAC
5 5 (0.87%) Firmware
5 5 (0.87%) HDFS
6 4 (0.70%) Apache Flume
6 4 (0.70%) GPFS
7 1 (0.17%) KVM
Systems Management
1 8 (1.39%) Microsoft Clustering
1 8 (1.39%) SCCM
2 7 (1.22%) Oozie
3 5 (0.87%) SCOM
4 4 (0.70%) Kibana
4 4 (0.70%) Nagios
5 3 (0.52%) Systems Management Server (SMS)
6 1 (0.17%) Opscode Chef
6 1 (0.17%) Puppet
Vendors
1 182 (31.65%) Microsoft
2 143 (24.87%) Oracle
3 101 (17.57%) Tableau
4 40 (6.96%) Cognos
5 39 (6.78%) SAP
6 32 (5.57%) MicroStrategy
7 21 (3.65%) Informatica
8 20 (3.48%) Talend
9 18 (3.13%) IBM
10 15 (2.61%) Teradata
11 14 (2.43%) Atlassian
11 14 (2.43%) MuleSoft
11 14 (2.43%) SolarWinds
12 13 (2.26%) VMware
13 9 (1.57%) Hyperion
13 9 (1.57%) ServiceNow
14 7 (1.22%) Birst
14 7 (1.22%) Cisco
14 7 (1.22%) Hortonworks
14 7 (1.22%) Salesforce.com