The table below looks at the statistics for Data Warehouse skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Warehouse over the 3 months to 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 104 86 85
Rank change year-on-year
-18 -1
Permanent jobs citing Data Warehouse 2760 3594 3866
As % of all permanent IT jobs located in the UK 2.82% 3.26% 3.32%
As % of the Database & Business Intelligence category 9.48% 10.25% 10.37%
Number of salaries quoted 2326 2889 3256
Median salary £52,500 £50,000 £52,500
Median salary % change year-on-year
+5.00% -4.76%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £75,000 £80,000 £75,000
UK excluding London median salary £45,000 £45,000 £45,000

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised across the UK.

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
29129 35055 37276
As % of all permanent IT jobs located in the UK 29.72% 31.84% 32.00%
Number of salaries quoted 24749 29528 31842
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Data Warehouse
Jobs Demand Trend

The demand trend of job ads citing Data Warehouse as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in the UK

Data Warehouse
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse within the UK.

Data Warehouse Salary Trend in the UK

Data Warehouse
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Warehouse over the 3 months to 27 July 2016 within the UK.

Data Warehouse Salary Histogram in the UK

Data Warehouse
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the UK over the 3 months to 27 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -23 2573 £52,500 +5.00% 289
London -15 1364 £60,000 - 129
South East -57 373 £50,000 +5.26% 29
City of London -22 243 £64,000 +11.30% 32
North West -4 191 £42,500 +6.25% 39
East of England +32 186 £45,000 -5.26% 11
West Midlands -12 139 £41,000 +2.50% 22
Yorkshire -33 128 £45,000 +5.88% 26
Manchester +16 117 £42,500 +6.25% 21
West Yorkshire -25 107 £47,500 +14.45% 19
Berkshire -46 97 £52,500 -4.54% 10
Surrey 0 96 £57,500 +27.77% 6
Scotland -5 96 £48,500 +5.43% 14
South West -36 88 £40,500 -10.00% 17
East Midlands -14 81 £45,000 - 9
Hampshire -7 70 £45,000 - 5
Leeds -2 66 £47,500 +11.76% 16
Cambridgeshire +30 56 £40,000 -27.27% 6
Hertfordshire -1 48 £52,500 +7.14% 1
Glasgow -22 48 £48,500 +8.98% 4
Edinburgh +19 45 £54,750 +9.50% 9
Wales +13 43 £36,875 -0.33% 2
Buckinghamshire +13 39 £47,500 +2.70% 3
Essex +11 38 £37,000 -16.85% 1
Birmingham -5 38 £42,500 -2.29% 8
Merseyside +20 36 £45,000 +7.14% 7
South Wales +13 35 £35,625 -3.71% 1
Liverpool +11 35 £45,000 +7.14% 7
Bradford -7 35 £47,500 +14.45% 2
Bristol +23 34 £43,000 +5.52% 6

Data Warehouse
Top 30 Related IT Skills

For the 6 months to 27 July 2016, 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 with a requirement for Data Warehouse.

1 3924 (64.65%) Business Intelligence
2 3816 (62.87%) SQL
3 2942 (48.47%) SQL Server
4 2518 (41.48%) ETL
5 2270 (37.40%) SQL Server Integration Services
6 1996 (32.88%) Finance
7 1900 (31.30%) SQL Server Reporting Services
8 1685 (27.76%) Microsoft
9 1498 (24.68%) SQL Server Analysis Services
10 1494 (24.61%) Agile Software Development
11 1466 (24.15%) T-SQL
12 1447 (23.84%) Oracle
13 1203 (19.82%) Data Modelling
14 1162 (19.14%) Analytics
15 1059 (17.45%) Analytical Skills
16 903 (14.88%) MS Excel
17 856 (14.10%) BusinessObjects
18 786 (12.95%) Degree
19 739 (12.17%) Big Data
20 700 (11.53%) SQL Server 2008
21 696 (11.47%) SQL Server 2012
22 685 (11.29%) Relational Database
23 676 (11.14%) Data Management
24 666 (10.97%) Tableau
25 649 (10.69%) .NET
26 633 (10.43%) Data Quality
27 618 (10.18%) Performance Tuning
28 606 (9.98%) Kimball Methodology
29 594 (9.79%) QlikView
30 589 (9.70%) Data Analysis

Data Warehouse
Top Related IT Skills 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
1 284 (4.68%) SharePoint
2 282 (4.65%) SAS
3 146 (2.41%) Apache Spark
4 91 (1.50%) Apache Pig
5 61 (1.00%) Apache
6 47 (0.77%) CMS
7 41 (0.68%) Tomcat
8 40 (0.66%) IIS
9 36 (0.59%) Elasticsearch
10 34 (0.56%) Confluence
11 26 (0.43%) WebSphere
12 24 (0.40%) SharePoint 2013
13 16 (0.26%) BizTalk Server
14 15 (0.25%) MS Exchange
15 14 (0.23%) IPython
15 14 (0.23%) Jupyter
16 12 (0.20%) Oracle Application Server
16 12 (0.20%) Oracle Coherence
16 12 (0.20%) Oracle HTTP Server
16 12 (0.20%) WebLogic
Applications
1 903 (14.88%) MS Excel
2 111 (1.83%) MS Office
3 49 (0.81%) MS Visio
4 45 (0.74%) MS PowerPoint
5 42 (0.69%) SPSS
6 33 (0.54%) MS Project
7 12 (0.20%) Spreadsheet
8 3 (0.049%) Gephi
8 3 (0.049%) InfoPath
9 1 (0.016%) Acrobat
9 1 (0.016%) Stata
Business Applications
1 50 (0.82%) Markit EDM
2 40 (0.66%) Dynamics CRM
3 36 (0.59%) Oracle Applications
4 34 (0.56%) Oracle EBS
5 30 (0.49%) Cognos Business Intelligence
6 29 (0.48%) Dynamics NAV
7 17 (0.28%) SAP CRM
8 16 (0.26%) JDE EnterpriseOne
9 15 (0.25%) Oracle Financials
9 15 (0.25%) SAP Oil and Gas
9 15 (0.25%) Unica
10 14 (0.23%) Adobe Campaign
10 14 (0.23%) Oracle Retail
11 13 (0.21%) Dynamics AX
11 13 (0.21%) FastStats PeopleStage
12 12 (0.20%) FastStats
13 11 (0.18%) SAP BPC
13 11 (0.18%) SAP CO
13 11 (0.18%) SAP FI
13 11 (0.18%) SAP FI/CO
Cloud Services
1 222 (3.66%) Microsoft Azure
2 177 (2.92%) Amazon AWS
3 51 (0.84%) SaaS
4 33 (0.54%) Cloud Computing
5 32 (0.53%) Amazon EC2
5 32 (0.53%) PaaS
6 26 (0.43%) Google Cloud Platform
7 19 (0.31%) Amazon Kinesis
8 16 (0.26%) IaaS
9 15 (0.25%) Google Analytics
10 12 (0.20%) Azure Machine Learning
10 12 (0.20%) Office 365
11 11 (0.18%) IBM SmartCloud
12 10 (0.16%) Amazon ElastiCache
12 10 (0.16%) Amazon S3
13 9 (0.15%) GitHub
14 8 (0.13%) Amazon EMR
15 7 (0.12%) Data Lake Analytics
16 6 (0.099%) BlueKai
17 5 (0.082%) AWS Elastic Beanstalk
Communications & Networking
1 57 (0.94%) Internet
2 47 (0.77%) SAN
3 36 (0.59%) NAS
4 35 (0.58%) HTTP
5 33 (0.54%) WAN
6 32 (0.53%) Firewall
7 29 (0.48%) LAN
8 20 (0.33%) iSCSI
9 19 (0.31%) Fibre Channel
10 18 (0.30%) DNS
11 15 (0.25%) Intranet
12 13 (0.21%) Network Security
13 12 (0.20%) Broadband
13 12 (0.20%) FCoE
13 12 (0.20%) Multicast
14 11 (0.18%) TCP/IP
15 10 (0.16%) SMS
15 10 (0.16%) VPN
16 9 (0.15%) DHCP
16 9 (0.15%) SSL
Database & Business Intelligence
1 2942 (48.47%) SQL Server
2 2270 (37.40%) SQL Server Integration Services
3 1900 (31.30%) SQL Server Reporting Services
4 1498 (24.68%) SQL Server Analysis Services
5 856 (14.10%) BusinessObjects
6 739 (12.17%) Big Data
7 700 (11.53%) SQL Server 2008
8 696 (11.47%) SQL Server 2012
9 685 (11.29%) Relational Database
10 594 (9.79%) QlikView
11 505 (8.32%) Hadoop
12 501 (8.25%) SQL Server 2014
13 447 (7.36%) OLAP
14 424 (6.99%) Oracle Database
15 332 (5.47%) Microsoft Analysis Services
16 329 (5.42%) Power BI
17 311 (5.12%) RDBMS
18 270 (4.45%) Oracle BI EE
19 266 (4.38%) Data Mining
20 248 (4.09%) MySQL
Development Applications
1 174 (2.87%) Team Foundation Server
2 121 (1.99%) Visual Studio
3 108 (1.78%) Talend Open Studio
4 107 (1.76%) Git (software)
5 97 (1.60%) JIRA
6 65 (1.07%) SQL Server Management Studio (SSMS)
7 62 (1.02%) TeamCity
8 52 (0.86%) Subversion
9 46 (0.76%) Toad
10 44 (0.72%) ERwin
11 35 (0.58%) Selenium
12 30 (0.49%) Octopus Deploy
13 24 (0.40%) Maven
13 24 (0.40%) Oracle Forms
14 19 (0.31%) Jenkins
14 19 (0.31%) Oracle APEX
15 17 (0.28%) Bitbucket
16 14 (0.23%) HP UFT
17 11 (0.18%) WebDriver
18 10 (0.16%) Rational Functional Tester
General
1 1996 (32.88%) Finance
2 507 (8.35%) Banking
3 403 (6.64%) Retail
4 302 (4.98%) Marketing
5 229 (3.77%) Legal
6 178 (2.93%) Investment Banking
7 134 (2.21%) Games
7 134 (2.21%) Telecoms
8 90 (1.48%) Front Office
9 85 (1.40%) Law
10 74 (1.22%) Manufacturing
11 53 (0.87%) Advertising
11 53 (0.87%) Back Office
12 52 (0.86%) Financial Institution
13 37 (0.61%) Publishing
14 36 (0.59%) Pharmaceutical
15 27 (0.44%) Billing
16 19 (0.31%) Corporate Banking
17 18 (0.30%) Automotive
18 14 (0.23%) French Language
Job Titles
1 2545 (41.93%) Developer
2 1090 (17.96%) Analyst
3 1077 (17.74%) SQL Developer
4 1033 (17.02%) Business Intelligence Developer
5 670 (11.04%) Architect
6 548 (9.03%) SSIS Developer
7 442 (7.28%) Data Warehouse Developer
8 434 (7.15%) Data Architect
9 410 (6.75%) SQL BI Developer
10 403 (6.64%) ETL Developer
11 399 (6.57%) Consultant
11 399 (6.57%) SQL Server Developer
12 373 (6.14%) Business Intelligence Analyst
13 349 (5.75%) Senior Developer
14 347 (5.72%) DBA
14 347 (5.72%) SSRS Developer
15 312 (5.14%) Business Analyst
16 280 (4.61%) SQL DBA
17 278 (4.58%) SSAS Developer
18 247 (4.07%) Data Analyst
Libraries, Frameworks & Software Standards
1 649 (10.69%) .NET
2 398 (6.56%) MDX
3 273 (4.50%) XML
4 255 (4.20%) Web Services
5 212 (3.49%) HTML
6 161 (2.65%) CSS
7 153 (2.52%) ASP.NET
8 102 (1.68%) Middleware
9 91 (1.50%) jQuery
10 88 (1.45%) REST
11 82 (1.35%) .NET Framework
12 68 (1.12%) J2EE
13 65 (1.07%) HTML5
14 63 (1.04%) SOAP
15 60 (0.99%) JSON
15 60 (0.99%) WCF
16 50 (0.82%) AngularJS
17 47 (0.77%) D3.js
18 42 (0.69%) JMS
19 40 (0.66%) Ajax
Miscellaneous
1 1059 (17.45%) Analytical Skills
2 454 (7.48%) Data Integration
3 444 (7.31%) Visualisation
4 417 (6.87%) Management Information System
5 348 (5.73%) Computer Science
6 207 (3.41%) Data Structures
7 158 (2.60%) Replication
8 142 (2.34%) Mathematics
9 108 (1.78%) Clustering
10 107 (1.76%) Enterprise Software
11 103 (1.70%) Fixed Income
11 103 (1.70%) Statistics
12 97 (1.60%) Equities
13 86 (1.42%) Derivative
14 74 (1.22%) Fintech
15 65 (1.07%) NHS
16 56 (0.92%) Hedge funds
17 52 (0.86%) Data Extraction
18 49 (0.81%) Mobile App
19 44 (0.72%) Credit Risk
Operating Systems
1 266 (4.38%) Unix
2 225 (3.71%) Linux
3 216 (3.56%) Windows
4 68 (1.12%) Windows Server
5 37 (0.61%) Windows Server 2012
6 30 (0.49%) Windows Server 2008
7 24 (0.40%) Solaris
8 20 (0.33%) Red Hat Enterprise Linux
9 14 (0.23%) Windows Server 2003
10 12 (0.20%) Oracle Linux
11 10 (0.16%) AIX
12 6 (0.099%) MVS
13 5 (0.082%) Android
13 5 (0.082%) CentOS
14 4 (0.066%) Windows 7
15 3 (0.049%) Apple iOS
16 2 (0.033%) Ubuntu
16 2 (0.033%) Windows 2000
17 1 (0.016%) Windows Mobile
17 1 (0.016%) Windows Vista
Processes & Methodologies
1 3924 (64.65%) Business Intelligence
2 2518 (41.48%) ETL
3 1494 (24.61%) Agile Software Development
4 1203 (19.82%) Data Modelling
5 1162 (19.14%) Analytics
6 676 (11.14%) Data Management
7 618 (10.18%) Performance Tuning
8 606 (9.98%) Kimball Methodology
9 589 (9.70%) Data Analysis
10 505 (8.32%) Data Architecture
11 465 (7.66%) SDLC
12 460 (7.58%) Scrum
13 447 (7.36%) Stakeholder Management
14 405 (6.67%) Project Management
15 362 (5.96%) Migration
16 350 (5.77%) Data Governance
17 332 (5.47%) Mentoring
18 331 (5.45%) Dimensional Modelling
19 305 (5.02%) Business Analysis
19 305 (5.02%) Data Analytics
Programming Languages
1 3816 (62.87%) SQL
2 1466 (24.15%) T-SQL
3 575 (9.47%) C#
4 504 (8.30%) PL/SQL
5 420 (6.92%) Java
6 265 (4.37%) Python
7 210 (3.46%) JavaScript
8 209 (3.44%) R
9 168 (2.77%) VBA
10 152 (2.50%) Shell Script
11 103 (1.70%) PowerShell
12 102 (1.68%) C
13 101 (1.66%) VB.NET
14 85 (1.40%) Data Analysis Expressions (DAX)
15 84 (1.38%) VB
16 77 (1.27%) PHP
17 71 (1.17%) Perl
18 52 (0.86%) Scala
19 48 (0.79%) Ruby
20 39 (0.64%) C++
Qualifications
1 786 (12.95%) Degree
2 113 (1.86%) Microsoft Certification
3 87 (1.43%) Security Cleared
4 79 (1.30%) ISEB
5 37 (0.61%) ISTQB
6 36 (0.59%) SC Cleared
7 33 (0.54%) PMI Certification
7 33 (0.54%) PMP
8 32 (0.53%) SAS Certification
9 30 (0.49%) MCITP
9 30 (0.49%) PhD
9 30 (0.49%) PRINCE2 Certification
10 28 (0.46%) Oracle Certification
11 27 (0.44%) DV Cleared
12 23 (0.38%) MCSE
13 18 (0.30%) MCP
14 15 (0.25%) ISTQB Foundation Certification
14 15 (0.25%) ITIL Certification
15 14 (0.23%) MCSA
16 11 (0.18%) MCTS
Quality Assurance & Compliance
1 633 (10.43%) Data Quality
2 306 (5.04%) QA
3 85 (1.40%) SLA
4 33 (0.54%) Solvency II
5 13 (0.21%) PCI DSS
6 11 (0.18%) COBIT
7 10 (0.16%) ISO/IEC 27001
8 9 (0.15%) Basel II
9 8 (0.13%) ISO 9001
10 4 (0.066%) HL7
10 4 (0.066%) IAS 39
11 3 (0.049%) COREP
11 3 (0.049%) FINREP
12 2 (0.033%) MiFID
13 1 (0.016%) Actionable Recommendations
13 1 (0.016%) GAAP
13 1 (0.016%) SNOMED CT
13 1 (0.016%) TickIT
System Software
1 56 (0.92%) Oracle RAC
2 40 (0.66%) HDFS
3 36 (0.59%) VMware Infrastructure
4 26 (0.43%) Active Directory
5 22 (0.36%) Hyper-V
6 21 (0.35%) Docker
7 19 (0.31%) NFS
8 18 (0.30%) Apache Flume
9 16 (0.26%) KVM
9 16 (0.26%) VMware ESX
9 16 (0.26%) Xen
10 15 (0.25%) Virtual Machines
11 12 (0.20%) SRDF
12 10 (0.16%) Oracle Clusterware
13 9 (0.15%) Veritas Cluster Server
14 7 (0.12%) Veritas Volume Manager
15 6 (0.099%) Apache ZooKeeper
16 4 (0.066%) VirtualBox
16 4 (0.066%) VMware ESXi
16 4 (0.066%) vSphere
Systems Management
1 81 (1.33%) Control-M
2 39 (0.64%) Data Guard
3 20 (0.33%) Oracle RMAN
4 17 (0.28%) Oracle Enterprise Manager
4 17 (0.28%) Tivoli
5 14 (0.23%) Ansible
6 13 (0.21%) Microsoft Clustering
6 13 (0.21%) SCOM
7 12 (0.20%) Opscode Chef
8 10 (0.16%) Hadoop YARN
8 10 (0.16%) Oracle Flashback
8 10 (0.16%) Oracle ZFS
8 10 (0.16%) SCCM
9 8 (0.13%) Ambari
9 8 (0.13%) Microsoft Data Protection Manager
9 8 (0.13%) SCDPM
10 7 (0.12%) Mesos
10 7 (0.12%) Simpana
11 6 (0.099%) HP Quality Center
11 6 (0.099%) Puppet
Vendors
1 1685 (27.76%) Microsoft
2 1447 (23.84%) Oracle
3 666 (10.97%) Tableau
4 551 (9.08%) Informatica
5 424 (6.99%) SAP
6 401 (6.61%) Cognos
7 278 (4.58%) IBM
8 206 (3.39%) Teradata
9 143 (2.36%) Netezza
10 125 (2.06%) MicroStrategy
11 108 (1.78%) Talend
12 80 (1.32%) Google
13 68 (1.12%) Ab Initio
14 65 (1.07%) RedGate
15 62 (1.02%) Salesforce.com
16 61 (1.00%) VMware
17 56 (0.92%) Sybase
18 48 (0.79%) Hyperion
19 35 (0.58%) NetApp
19 35 (0.58%) Retek
Bath, Avon
CPS Group UK
Salary: £33000 - £40000 per annum + pension
Posted: 4 hours ago
Nottingham, Nottinghamshire
Xpertise Recruitment Ltd
Salary: From £30,000 to £40,000 per annum Benefits
Posted: 7 hours ago
Nottingham, Nottinghamshire
Computer People
Salary: £45000.00 - £55000.00 per annum + 10% bonus
Posted: 7 hours ago
Bristol, Avon
Randstad Technologies
Salary: £28000.00 - £34000.00 per annum + 10% pension
Posted: 4 hours ago
Leicester, Leicestershire
Executive Resource Group
Salary: £55000 per annum + Benefits
Posted: 5 hours ago
Manchester, Lancashire
Circle Recruitment
Salary: £35000 - £40000 per annum + benefits
Posted: 5 hours ago
Sheffield, South Yorkshire
Searchability
Salary: £45000 - £50000 per annum + benefits
Posted: 14 hours ago
Manchester, Lancashire
Uniting Ambition
Salary: £27.5k - 30k per year
Posted: 7 hours ago
Manchester, Lancashire
ReThink Recruitment
Posted: 6 hours ago
Glasgow, Lanarkshire
FPSG Connect
Posted: 5 hours ago
London
set2recruit
Salary: Up to £55,000 per annum
Posted: 12 hours ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 10 hours ago
Nottingham, Nottinghamshire
Xpertise Recruitment Ltd
Salary: From £40,000 to £50,000 per annum + Many Benefits
Posted: 7 hours ago
City, London
Harvey Nash plc
Salary: £60000 - £80000 per annum
Posted: 12 hours ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £55000.00 - £65000.00 per annum
Posted: 6 hours ago
Croydon, Surrey
Circle Recruitment
Salary: benefits + Bonus
Posted: 5 hours ago
Bournemouth, Dorset
Circle Recruitment
Salary: bonus+bens
Posted: 5 hours ago
London
McGregor Boyall
Salary: £55000 - £65000 per annum + Benefits
Posted: 5 hours ago
Redhill, Surrey
Complete Tech Limited
Salary: Up to £55,000 per annum + great benefits
Posted: 5 hours ago
Birmingham, West Midlands (County)
HAYS INFORMATION TECHNOLOGY
Salary: £31300.00 - £41373.00 per annum
Posted: Yesterday
London
Lawrence Harvey Enterprise
Salary: £80000 - £100000 per annum + bonus + extensive corp bens
Posted: 9 hours ago
London
onezeero.
Salary: £73000 - £80000 per annum + Bonus & Bens
Posted: 8 hours ago
North West
Parallel Consulting
Salary: £40000 - £50000 per annum
Posted: 14 hours ago
Lichfield, Staffordshire
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £40000.00 per annum
Posted: Yesterday
Oxford, Oxfordshire
X4 Group
Salary: £30k - 40k per year
Posted: Yesterday
Bristol, Avon
Pro-Quest Resourcing Ltd
Salary: £35000 - £45000 Per Annum 35-45K + Benefits
Posted: 11 hours ago
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £90000 - £100000 per annum + Benefits
Posted: 12 hours ago
City, London
Venturi
Salary: £60000 - £80000 per annum + Bonus and Benefits
Posted: Yesterday
Tamworth, Staffordshire
Big Red Recruitment
Salary: £25000 - £34000 per annum
Posted: Yesterday
London
Big Wednesday Digital Ltd
Salary: negotiable
Posted: 19 hours ago