The table below looks at the statistics for Data Architecture skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Data Architecture over the 3 months to 5 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Aug 2015
Same period 2014 Same period 2013
Data Architecture
Rank 424 452 506
Rank change year-on-year
+28 +54
Permanent jobs citing Data Architecture 627 614 441
As % of all permanent IT jobs located in the UK 0.57% 0.52% 0.40%
As % of the Processes & Methodologies category 0.67% 0.63% 0.49%
Number of salaries quoted 456 486 331
Average salary £70,000 £68,000 £65,000
Average salary % change year-on-year
+2.94% +4.61%
90% offered a salary of more than £45,000 £45,000 £44,600
10% offered a salary of more than £87,500 £90,000 £90,000
UK excluding London average salary £57,500 £59,750 £52,500
% change year-on-year
-3.76% +13.80%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
93702 97715 89138
As % of all permanent IT jobs located in the UK 84.89% 82.76% 81.04%
Number of salaries quoted 76798 78580 72885
Average salary £50,000 £48,000 £47,500
Average salary % change year-on-year
+4.16% +1.05%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £45,000 £42,500 £41,000
% change year-on-year
+5.88% +3.65%

Data Architecture
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Data Architecture within the UK as a proportion of the total demand within the Processes & Methodologies category.

Data Architecture Jobs Demand Trend in the UK

Data Architecture
Salary Trend

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

Data Architecture Salary Trend in the UK

Data Architecture
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Architecture over the 3 months to 5 August 2015 within the UK.

Data Architecture Salary Histogram in the UK

Data Architecture
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Architecture within the UK over the 3 months to 5 August 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +26 596 £70,000 - 58
London +22 356 £75,000 +3.44% 37
South East +44 123 £60,000 -7.69% 4
City of London +24 89 £80,000 - 10
Surrey +39 36 £62,500 -3.84% 1
Berkshire +26 33 £72,500 +68.21% 1
Yorkshire +2 29 £60,000 -5.88% 6
North West -11 29 £56,750 +3.18% 2
West Midlands +6 27 £40,750 -17.67% 2
Scotland +12 25 £72,500 +70.58%
Egham - 23 - -
Hampshire +20 22 £57,500 -39.47% 1
Manchester -5 20 £60,000 +9.09% 2
West Yorkshire -5 19 £62,500 - 6
East Midlands +14 13 £47,500 -17.39% 2
Oxfordshire +2 12 £51,000 -7.27%
Glasgow +3 10 £73,750 +73.52%
Birmingham +1 10 £32,000 -60.00%
Leeds +8 9 £55,000 -15.38% 5
Bradford -18 9 £77,000 +50.24% 1
Cheshire - 9 £39,000 -
Edinburgh +10 8 £63,500 -9.28%
Reading -4 8 £72,500 +68.21%
East of England -17 8 £80,000 +12.28% 2
South West -28 8 £43,250 -21.36% 2
Chiswick - 7 £65,000 -
Leicestershire +21 6 £41,250 -
Cannock +11 6 £55,000 +31.73%
Staffordshire +5 6 £55,000 +25.00%
Gloucestershire -2 6 £39,000 -17.89%

Data Architecture
Top 30 Related IT Skills

For the 6 months to 5 August 2015, IT jobs within the UK citing Data Architecture also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Architecture.

1 555 (45.42%) Data Modelling
2 553 (45.25%) Finance
3 506 (41.41%) Business Intelligence
4 496 (40.59%) Data Warehouse
5 433 (35.43%) ETL
6 378 (30.93%) Analytics
7 359 (29.38%) Oracle
8 351 (28.72%) SQL
9 343 (28.07%) Data Management
10 310 (25.37%) Analytical Skills
11 260 (21.28%) Banking
12 257 (21.03%) Big Data
13 255 (20.87%) SQL Server
14 250 (20.46%) Data Governance
15 245 (20.05%) Data Integration
16 209 (17.10%) Degree
17 184 (15.06%) SAP
18 173 (14.16%) Microsoft
19 171 (13.99%) Management Information System
20 170 (13.91%) Data Analysis
21 166 (13.58%) Migration
22 159 (13.01%) Hadoop
23 158 (12.93%) Agile Software Development
24 145 (11.87%) Informatica
25 139 (11.37%) Master Data Management
26 138 (11.29%) Logical Data Model
26 138 (11.29%) Enterprise Architecture
27 135 (11.05%) TOGAF
28 134 (10.97%) Teradata
29 131 (10.72%) Information Management

Data Architecture
Top Related IT Skills by Category

For the 6 months to 5 August 2015, IT jobs within the UK citing Data Architecture also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Architecture. Up to 20 skills are shown per category.

Application Platforms
1 128 (10.47%) SAS
2 33 (2.70%) SharePoint
3 26 (2.13%) Apache Pig
4 19 (1.55%) CMS
5 14 (1.15%) Oracle Workflow
6 13 (1.06%) FileNet
6 13 (1.06%) Umbraco
7 11 (0.90%) Apache
8 9 (0.74%) IIS
8 9 (0.74%) NetWeaver
8 9 (0.74%) Mule
9 8 (0.65%) nginx
9 8 (0.65%) Apache Solr
10 7 (0.57%) Apache Spark
11 5 (0.41%) Mule ESB
12 4 (0.33%) WordPress
12 4 (0.33%) SharePoint Server
12 4 (0.33%) BizTalk Server
13 3 (0.25%) WebLogic
13 3 (0.25%) WebSphere
Applications
1 119 (9.74%) MS Excel
2 52 (4.26%) SPSS
3 43 (3.52%) PowerPivot
4 20 (1.64%) MS Office
5 12 (0.98%) MS Visio
6 5 (0.41%) MS Project
7 2 (0.16%) MS PowerPoint
8 1 (0.082%) Spreadsheet
8 1 (0.082%) Gephi
Business Applications
1 43 (3.52%) SAP MDM
2 20 (1.64%) Oracle EBS
3 18 (1.47%) Dynamics CRM
4 13 (1.06%) Oracle EBS R12
5 11 (0.90%) Oracle ERP
6 8 (0.65%) Oracle Applications
7 7 (0.57%) SAP ERP
8 5 (0.41%) Markit EDM
8 5 (0.41%) Exchequer
9 4 (0.33%) Cognos TM1
9 4 (0.33%) Cognos Planning
9 4 (0.33%) Oracle FAH
10 3 (0.25%) Primavera
11 2 (0.16%) SAP Oil and Gas
11 2 (0.16%) SAP FS
11 2 (0.16%) Workday HCM
11 2 (0.16%) Scribe Insight
11 2 (0.16%) BigMachines
12 1 (0.082%) ACBS
12 1 (0.082%) Siebel Analytics
Cloud Services
1 27 (2.21%) Microsoft Azure
2 25 (2.05%) SaaS
3 22 (1.80%) Amazon AWS
4 17 (1.39%) Google Analytics
5 7 (0.57%) GitHub
5 7 (0.57%) Amazon EMR
6 6 (0.49%) Azure Machine Learning
7 5 (0.41%) Adobe Analytics
8 4 (0.33%) Amazon EC2
9 3 (0.25%) Amazon S3
9 3 (0.25%) PaaS
10 2 (0.16%) Cloud Computing
11 1 (0.082%) Office 365
11 1 (0.082%) IaaS
Communications & Networking
1 25 (2.05%) Firewall
2 24 (1.96%) Internet
3 23 (1.88%) SAN
4 21 (1.72%) NAS
5 4 (0.33%) LAN
5 4 (0.33%) WAN
6 1 (0.082%) DHCP
6 1 (0.082%) Ethernet
6 1 (0.082%) Intranet
6 1 (0.082%) Extranet
6 1 (0.082%) F5 BIG-IP LTM
6 1 (0.082%) F5 BIG-IP GTM
6 1 (0.082%) Broadband
Database & Business Intelligence
1 496 (40.59%) Data Warehouse
2 257 (21.03%) Big Data
3 255 (20.87%) SQL Server
4 159 (13.01%) Hadoop
5 126 (10.31%) SQL Server Integration Services
6 119 (9.74%) Oracle Database
7 96 (7.86%) BusinessObjects
8 94 (7.69%) Data Mining
9 93 (7.61%) Relational Database
10 89 (7.28%) SQL Server Reporting Services
11 81 (6.63%) QlikView
12 79 (6.46%) SQL Server Analysis Services
13 76 (6.22%) OLAP
14 65 (5.32%) Enterprise Data Warehouse
15 56 (4.58%) RDBMS
16 55 (4.50%) Oracle OLAP
17 51 (4.17%) Oracle BI EE
17 51 (4.17%) Oracle ODI
18 50 (4.09%) Oracle Database 11g
19 49 (4.01%) Data Mart
Development Applications
1 73 (5.97%) ERwin
2 22 (1.80%) Talend Open Studio
3 19 (1.55%) JIRA
3 19 (1.55%) PowerDesigner
4 17 (1.39%) Git (software)
5 11 (0.90%) Visual Studio
6 10 (0.82%) Hudson
7 8 (0.65%) Jenkins
7 8 (0.65%) Oracle Forms
8 7 (0.57%) Toad
9 6 (0.49%) Team Foundation Server
10 5 (0.41%) PowerBuilder
11 2 (0.16%) LSMW
11 2 (0.16%) Oracle APEX
11 2 (0.16%) SQL Server Management Studio (SSMS)
11 2 (0.16%) Maven
12 1 (0.082%) Subversion
12 1 (0.082%) RequisitePro
12 1 (0.082%) Rational Rose
General
1 553 (45.25%) Finance
2 260 (21.28%) Banking
3 131 (10.72%) Retail
4 56 (4.58%) Telecoms
5 50 (4.09%) Legal
6 49 (4.01%) Investment Banking
7 36 (2.95%) Financial Institution
8 28 (2.29%) Marketing
9 21 (1.72%) Retail Banking
10 19 (1.55%) Publishing
11 17 (1.39%) Back Office
12 13 (1.06%) Manufacturing
13 11 (0.90%) Front Office
13 11 (0.90%) Automotive
14 10 (0.82%) Law
14 10 (0.82%) Pharmaceutical
15 6 (0.49%) Billing
15 6 (0.49%) Military
16 5 (0.41%) Advertising
17 3 (0.25%) Games
Job Titles
1 584 (47.79%) Architect
2 394 (32.24%) Data Architect
3 155 (12.68%) Consultant
4 143 (11.70%) Developer
5 128 (10.47%) Analyst
6 87 (7.12%) Enterprise Architect
7 76 (6.22%) Data Manager
7 76 (6.22%) Solutions Architect
8 74 (6.06%) Data Analyst
9 68 (5.56%) Enterprise Data Architect
10 48 (3.93%) Business Analyst
11 47 (3.85%) Senior Developer
12 45 (3.68%) SAP Consultant
13 44 (3.60%) Data Consultant
14 41 (3.36%) SAP MDM Consultant
14 41 (3.36%) Senior Analyst
15 39 (3.19%) Business Intelligence Consultant
16 35 (2.86%) Information Architect
17 34 (2.78%) Oracle Developer
18 33 (2.70%) Big Data Architect
Libraries, Frameworks & Software Standards
1 73 (5.97%) .NET
2 71 (5.81%) Middleware
3 69 (5.65%) Web Services
4 66 (5.40%) XML
5 35 (2.86%) JMS
6 29 (2.37%) HTML
7 24 (1.96%) Oracle Fusion
8 19 (1.55%) ASP.NET
9 17 (1.39%) WS-I
9 17 (1.39%) XBRL
10 16 (1.31%) Kafka
11 15 (1.23%) .NET Framework
12 14 (1.15%) jQuery
12 14 (1.15%) REST
13 13 (1.06%) SOAP
14 12 (0.98%) CSS
14 12 (0.98%) Spring
14 12 (0.98%) Java EE
15 11 (0.90%) Akka
15 11 (0.90%) JSP
Miscellaneous
1 310 (25.37%) Analytical Skills
2 245 (20.05%) Data Integration
3 171 (13.99%) Management Information System
4 90 (7.36%) Data Structures
5 85 (6.96%) Computer Science
6 57 (4.66%) Visualisation
7 52 (4.26%) Data Centre
8 47 (3.85%) Mathematics
9 34 (2.78%) Taxonomies
9 34 (2.78%) Replication
10 26 (2.13%) Reference Data
11 25 (2.05%) Data Conversion
12 23 (1.88%) Statistics
12 23 (1.88%) Enterprise Software
13 22 (1.80%) Enterprise Storage
14 19 (1.55%) Data Extraction
15 15 (1.23%) Online Banking
15 15 (1.23%) Clustering
16 13 (1.06%) Blackberry
17 10 (0.82%) Social Media
Operating Systems
1 93 (7.61%) Linux
2 59 (4.83%) UNIX
3 53 (4.34%) Windows
4 24 (1.96%) Solaris
5 20 (1.64%) Oracle Linux
6 4 (0.33%) Android
7 1 (0.082%) Windows Server 2008
7 1 (0.082%) Red Hat Enterprise Linux
7 1 (0.082%) Windows Server 2012
7 1 (0.082%) AIX
7 1 (0.082%) Windows Server 2003
Processes & Methodologies
1 555 (45.42%) Data Modelling
2 506 (41.41%) Business Intelligence
3 433 (35.43%) ETL
4 378 (30.93%) Analytics
5 343 (28.07%) Data Management
6 250 (20.46%) Data Governance
7 170 (13.91%) Data Analysis
8 166 (13.58%) Migration
9 158 (12.93%) Agile Software Development
10 139 (11.37%) Master Data Management
11 138 (11.29%) Logical Data Model
11 138 (11.29%) Enterprise Architecture
12 135 (11.05%) TOGAF
13 131 (10.72%) Information Management
14 124 (10.15%) Business Analysis
15 122 (9.98%) Business Development
16 112 (9.17%) Project Management
17 111 (9.08%) Stakeholder Management
18 110 (9.00%) Data Migration
19 109 (8.92%) Data Analytics
Programming Languages
1 351 (28.72%) SQL
2 92 (7.53%) Java
3 69 (5.65%) T-SQL
4 54 (4.42%) PL/SQL
5 53 (4.34%) C#
6 34 (2.78%) R
7 33 (2.70%) JavaScript
8 28 (2.29%) C
9 21 (1.72%) Python
10 18 (1.47%) VBA
11 17 (1.39%) C++
12 13 (1.06%) Perl
13 11 (0.90%) Shell Script
13 11 (0.90%) Scala
14 8 (0.65%) PHP
15 7 (0.57%) Groovy
16 6 (0.49%) VB
16 6 (0.49%) VB.NET
17 4 (0.33%) ABAP
17 4 (0.33%) MATLAB
Qualifications
1 209 (17.10%) Degree
2 28 (2.29%) Oracle Certification
3 24 (1.96%) Security Cleared
4 21 (1.72%) OCP
5 11 (0.90%) Microsoft Certification
6 9 (0.74%) Siebel Certification
6 9 (0.74%) PhD
7 6 (0.49%) MCSE
8 5 (0.41%) PMP
8 5 (0.41%) PMI Certification
9 4 (0.33%) Chartered Engineer
10 3 (0.25%) PRINCE2 Practitioner
10 3 (0.25%) CISA
10 3 (0.25%) CISM
10 3 (0.25%) CISSP
11 2 (0.16%) Cisco Certification
11 2 (0.16%) HNC
11 2 (0.16%) HND
11 2 (0.16%) MBA
11 2 (0.16%) PRINCE2 Certification
Quality Assurance & Compliance
1 123 (10.07%) Data Quality
2 72 (5.89%) QA
3 27 (2.21%) EMIR
4 26 (2.13%) MiFID
5 22 (1.80%) CRD IV
6 18 (1.47%) Solvency II
7 14 (1.15%) SLA
8 13 (1.06%) ISO 9001
9 11 (0.90%) ISO/IEC 27001
10 8 (0.65%) Sarbanes-Oxley
11 7 (0.57%) Dodd-Frank
12 4 (0.33%) Basel II
13 2 (0.16%) TickIT
13 2 (0.16%) COBIT
13 2 (0.16%) GxP
13 2 (0.16%) Basel III
14 1 (0.082%) PCI DSS
14 1 (0.082%) FATCA
System Software
1 29 (2.37%) Active Directory
2 28 (2.29%) VMware Infrastructure
3 15 (1.23%) VMware ESX
4 10 (0.82%) Oracle RAC
5 8 (0.65%) HDFS
6 6 (0.49%) GPFS
7 2 (0.16%) XenApp
7 2 (0.16%) XenServer
7 2 (0.16%) XenDesktop
7 2 (0.16%) Docker
8 1 (0.082%) Apache Flume
8 1 (0.082%) GridGain
Systems Management
1 11 (0.90%) Puppet
2 10 (0.82%) Oracle RMAN
3 9 (0.74%) Opscode Chef
4 6 (0.49%) Oracle ZFS
4 6 (0.49%) Data Guard
5 5 (0.41%) Capistrano
5 5 (0.41%) Oozie
5 5 (0.41%) Nagios
5 5 (0.41%) Hadoop YARN
6 4 (0.33%) Oracle EDQ
6 4 (0.33%) Tivoli Storage Manager
7 1 (0.082%) EMC NetWorker
Vendors
1 359 (29.38%) Oracle
2 184 (15.06%) SAP
3 173 (14.16%) Microsoft
4 145 (11.87%) Informatica
5 134 (10.97%) Teradata
6 113 (9.25%) IBM
7 103 (8.43%) Tableau
8 88 (7.20%) Cognos
9 62 (5.07%) Ab Initio
10 50 (4.09%) Netezza
11 33 (2.70%) MicroStrategy
12 28 (2.29%) VMware
13 23 (1.88%) Hyperion
13 23 (1.88%) Trillium
14 22 (1.80%) Talend
15 21 (1.72%) DataFlux
16 17 (1.39%) Google
17 14 (1.15%) Siebel
17 14 (1.15%) HP
18 12 (0.98%) Sybase
Leamington Spa, Warwickshire
Computer Futures
Salary: £45000 - £50000 per annum + competitive benefits
Posted: 1 hour ago
City, London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: 17 hours ago
London
Lawrence Harvey Enterprise
Salary: £75000 - £95000 per annum + Benefits + Bonus + Pension
Posted: Yesterday
Sussex
Ripe4
Salary: £0 - £85,000 per year
Posted: Yesterday
Bournemouth
JP Morgan
Salary: Competitive with Benefits
Posted: Yesterday
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + car
Posted: Yesterday
London
Oliver James Associates
Salary: £70000 - £100000 per annum + Car Allowance, Pension, Bonus
Posted: Yesterday
London
Opus Resourcing Ltd
Salary: £80000 - £100000 per annum + Benefits + Bonus to 20%
Posted: 2 days ago
London
Computer Futures
Salary: competitive
Posted: 2 days ago
Nottingham, Nottinghamshire
PCR
Salary: £50000.00 - £60000.00 per annum + 10% bonus
Posted: 4 days ago
City, London
Bridge Noble
Salary: £35000 - £45000 per annum + Excellent Benefits
Posted: 4 days ago
London
Informatiq Consulting
Salary: £75000 - £120000 per annum + car allowance, bonus
Posted: 4 days ago
Leeds, West Yorkshire
Rullion IT Plus
Salary: £30000 - £40000 per annum + Excellent Benefits
Posted: 4 days ago
Warwickshire
Real Staffing
Salary: competitive
Posted: 4 days ago
London
Hays IT - Uk Posting account
Salary: £70000.00 - £85000.00 per annum
Posted: 5 days ago
City of London
Hays IT - Uk Posting account
Salary: £60000.00 - £70000.00 per annum
Posted: 5 days ago
London
Hays IT - Uk Posting account
Salary: £70000.00 - £90000.00 per annum
Posted: 5 days ago
South West London
Michael Page Technology
Salary: £40000 - £55000 per annum + benefits
Posted: 5 days ago
Leeds, West Yorkshire
Harvey Nash plc
Salary: £75000 - £90000 per annum + Excellent Benefits
Posted: 5 days ago
City, London
Benedict Cole Limited
Salary: £85000 - £87000 per annum + Excellent Benefits, Bonus and Car
Posted: 5 days ago