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 3 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Sep 2015
Same period 2014 Same period 2013
Data Architecture
Rank 424 470 495
Rank change year-on-year
+46 +25
Permanent jobs citing Data Architecture 604 536 454
As % of all permanent IT jobs located in the UK 0.55% 0.46% 0.42%
As % of the Processes & Methodologies category 0.65% 0.56% 0.52%
Number of salaries quoted 441 403 337
Average salary £67,500 £65,000 £65,000
Average salary % change year-on-year
+3.84% -
90% offered a salary of more than £45,000 £42,500 £45,000
10% offered a salary of more than £88,800 £90,000 £90,000
UK excluding London average salary £57,500 £60,000 £54,000
% change year-on-year
-4.16% +11.11%

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
92751 95703 87661
As % of all permanent IT jobs located in the UK 85.16% 82.77% 81.82%
Number of salaries quoted 76646 76390 71838
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 3 September 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 3 September 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 +55 579 £67,500 - 60
London +31 324 £75,000 +7.14% 28
South East +63 130 £57,500 -8.00% 9
City of London +19 72 £78,750 +5.00% 6
Berkshire +40 38 £71,250 +42.50% 1
Yorkshire +13 36 £60,000 - 2
West Midlands +27 31 £55,000 -31.25% 10
Surrey +27 30 £62,500 -3.84% 3
Hampshire +47 29 £57,500 -16.05% 2
West Yorkshire +4 26 £62,500 +8.69% 2
Scotland +9 22 £73,750 +73.52% 2
North West -21 22 £55,000 - 3
Egham - 19 - -
East Sussex +30 16 £53,500 -17.69% 1
Brighton +27 15 £53,500 -17.69% 1
Manchester -7 14 £58,500 +14.70% 3
Birmingham +12 13 £32,000 -60.00%
Bradford -9 12 £77,000 +57.94% 1
South West -11 12 £45,000 -18.18% 6
East Midlands +21 11 £51,000 -7.27%
Leeds +20 11 £55,000 -15.38% 1
Oxfordshire -1 10 £51,000 -9.33% 1
Edinburgh +8 9 £63,500 -9.28% 2
Portsmouth - 9 £42,500 -
Reading +19 8 £73,750 +47.50% 1
Cannock +16 8 £55,000 +39.24%
Staffordshire +9 8 £55,000 +16.40%
East of England -7 8 £45,000 -43.75% 2
Chiswick - 8 £65,000 -
Cheshire - 8 £55,000 -

Data Architecture
Top 30 Related IT Skills

For the 6 months to 3 September 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.

1 572 (47.31%) Data Modelling
2 545 (45.08%) Finance
3 503 (41.60%) Business Intelligence
4 502 (41.52%) Data Warehouse
5 426 (35.24%) ETL
6 368 (30.44%) Analytics
7 367 (30.36%) Oracle
8 357 (29.53%) SQL
9 353 (29.20%) Data Management
10 310 (25.64%) Analytical Skills
11 269 (22.25%) Data Governance
12 266 (22.00%) SQL Server
13 263 (21.75%) Big Data
13 263 (21.75%) Data Integration
14 262 (21.67%) Banking
15 196 (16.21%) Degree
16 185 (15.30%) Microsoft
17 179 (14.81%) SAP
18 168 (13.90%) Migration
19 166 (13.73%) Agile Software Development
20 164 (13.56%) Hadoop
21 163 (13.48%) Data Analysis
21 163 (13.48%) Management Information System
22 152 (12.57%) TOGAF
22 152 (12.57%) Logical Data Model
23 141 (11.66%) Master Data Management
23 141 (11.66%) Retail
23 141 (11.66%) Informatica
24 139 (11.50%) Enterprise Architecture
25 136 (11.25%) SQL Server Integration Services

Data Architecture
Top Related IT Skills by Category

For the 6 months to 3 September 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
1 116 (9.59%) SAS
2 40 (3.31%) SharePoint
3 34 (2.81%) Apache Pig
4 19 (1.57%) CMS
5 15 (1.24%) FileNet
6 13 (1.08%) Oracle Workflow
7 11 (0.91%) Umbraco
8 10 (0.83%) IIS
8 10 (0.83%) Apache Spark
9 9 (0.74%) Mule
10 8 (0.66%) nginx
11 7 (0.58%) Apache Solr
11 7 (0.58%) NetWeaver
12 5 (0.41%) BizTalk Server
12 5 (0.41%) Mule ESB
13 4 (0.33%) Elasticsearch
13 4 (0.33%) SharePoint Server
14 3 (0.25%) Apache
14 3 (0.25%) Node.js
15 2 (0.17%) Adobe Experience Manager
Applications
1 114 (9.43%) MS Excel
2 48 (3.97%) SPSS
3 41 (3.39%) PowerPivot
4 27 (2.23%) MS Office
5 18 (1.49%) MS Visio
6 5 (0.41%) MS Project
7 3 (0.25%) MS PowerPoint
8 2 (0.17%) PrintSoft PReS
9 1 (0.083%) Gephi
Business Applications
1 44 (3.64%) SAP MDM
2 18 (1.49%) Dynamics CRM
3 10 (0.83%) SAP ERP
4 8 (0.66%) Oracle Applications
5 7 (0.58%) Oracle EBS
6 5 (0.41%) Oracle EBS R12
7 4 (0.33%) Cognos Planning
7 4 (0.33%) Cognos TM1
7 4 (0.33%) Oracle FAH
8 3 (0.25%) SAP Oil and Gas
8 3 (0.25%) Oracle ERP
8 3 (0.25%) Primavera
9 2 (0.17%) Scribe Insight
9 2 (0.17%) BigMachines
9 2 (0.17%) Markit EDM
9 2 (0.17%) Workday HCM
10 1 (0.083%) ACBS
10 1 (0.083%) thinkFolio
10 1 (0.083%) Eagle PACE
10 1 (0.083%) Loan IQ
Cloud Services
1 27 (2.23%) Amazon AWS
2 26 (2.15%) Microsoft Azure
3 23 (1.90%) SaaS
4 10 (0.83%) Google Analytics
5 9 (0.74%) Amazon EMR
6 7 (0.58%) GitHub
7 6 (0.50%) Azure Machine Learning
8 5 (0.41%) Adobe Analytics
9 4 (0.33%) Amazon EC2
10 3 (0.25%) Cloud Computing
10 3 (0.25%) PaaS
11 2 (0.17%) Office 365
11 2 (0.17%) Force.com
11 2 (0.17%) Amazon S3
12 1 (0.083%) IaaS
Communications & Networking
1 26 (2.15%) Internet
2 25 (2.07%) Firewall
3 23 (1.90%) SAN
4 21 (1.74%) NAS
5 5 (0.41%) LAN
5 5 (0.41%) WAN
6 4 (0.33%) Ethernet
7 2 (0.17%) FTP
7 2 (0.17%) HTTP
7 2 (0.17%) HTTPS
7 2 (0.17%) F5 BIG-IP LTM
7 2 (0.17%) F5 BIG-IP GTM
8 1 (0.083%) DHCP
8 1 (0.083%) Broadband
Database & Business Intelligence
1 502 (41.52%) Data Warehouse
2 266 (22.00%) SQL Server
3 263 (21.75%) Big Data
4 164 (13.56%) Hadoop
5 136 (11.25%) SQL Server Integration Services
6 111 (9.18%) Oracle Database
7 105 (8.68%) Relational Database
8 92 (7.61%) BusinessObjects
9 90 (7.44%) SQL Server Reporting Services
10 87 (7.20%) Data Mining
11 82 (6.78%) QlikView
11 82 (6.78%) SQL Server Analysis Services
12 71 (5.87%) Enterprise Data Warehouse
13 67 (5.54%) RDBMS
14 56 (4.63%) OLAP
15 54 (4.47%) Data Mart
16 51 (4.22%) NoSQL
17 50 (4.14%) Apache Hive
18 45 (3.72%) DataStage
18 45 (3.72%) Oracle ODI
Development Applications
1 81 (6.70%) ERwin
2 22 (1.82%) Talend Open Studio
3 17 (1.41%) PowerDesigner
4 10 (0.83%) Toad
4 10 (0.83%) Hudson
5 9 (0.74%) Git (software)
6 8 (0.66%) JIRA
6 8 (0.66%) Oracle Forms
6 8 (0.66%) Jenkins
7 6 (0.50%) dbdeploy
7 6 (0.50%) Visual Studio
8 4 (0.33%) Team Foundation Server
9 3 (0.25%) PowerBuilder
10 2 (0.17%) LSMW
10 2 (0.17%) Oracle APEX
10 2 (0.17%) Maven
10 2 (0.17%) SQL Server Management Studio (SSMS)
11 1 (0.083%) MSBuild
11 1 (0.083%) MSTest
11 1 (0.083%) Subversion
General
1 545 (45.08%) Finance
2 262 (21.67%) Banking
3 141 (11.66%) Retail
4 69 (5.71%) Telecoms
5 54 (4.47%) Investment Banking
6 51 (4.22%) Legal
7 39 (3.23%) Financial Institution
8 29 (2.40%) Marketing
9 23 (1.90%) Retail Banking
10 21 (1.74%) Back Office
11 19 (1.57%) Publishing
12 13 (1.08%) Front Office
13 12 (0.99%) Pharmaceutical
14 11 (0.91%) Manufacturing
15 10 (0.83%) Games
15 10 (0.83%) Law
16 7 (0.58%) Advertising
17 6 (0.50%) Military
18 5 (0.41%) Local Government
19 4 (0.33%) Billing
Job Titles
1 598 (49.46%) Architect
2 408 (33.75%) Data Architect
3 154 (12.74%) Consultant
4 136 (11.25%) Developer
5 117 (9.68%) Analyst
6 102 (8.44%) Enterprise Architect
7 77 (6.37%) Enterprise Data Architect
8 73 (6.04%) Solutions Architect
9 72 (5.96%) Data Manager
10 59 (4.88%) Data Analyst
11 56 (4.63%) Data Consultant
12 53 (4.38%) Business Analyst
13 46 (3.80%) SAP Consultant
14 44 (3.64%) Senior Developer
15 42 (3.47%) Oracle Developer
15 42 (3.47%) SAP MDM Consultant
16 41 (3.39%) Information Architect
17 38 (3.14%) Senior Analyst
18 33 (2.73%) Big Data Architect
19 32 (2.65%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 76 (6.29%) .NET
2 74 (6.12%) Web Services
3 71 (5.87%) Middleware
4 64 (5.29%) XML
5 35 (2.89%) JMS
6 28 (2.32%) HTML
7 23 (1.90%) Oracle Fusion
8 20 (1.65%) ASP.NET
9 18 (1.49%) Kafka
10 17 (1.41%) WS-I
10 17 (1.41%) XBRL
10 17 (1.41%) .NET Framework
11 14 (1.16%) SOAP
11 14 (1.16%) CSS
11 14 (1.16%) REST
12 12 (0.99%) Java EE
12 12 (0.99%) Spring
13 11 (0.91%) JSP
13 11 (0.91%) XML Schema
14 10 (0.83%) HTML5
Miscellaneous
1 310 (25.64%) Analytical Skills
2 263 (21.75%) Data Integration
3 163 (13.48%) Management Information System
4 97 (8.02%) Computer Science
5 81 (6.70%) Data Structures
6 66 (5.46%) Visualisation
7 52 (4.30%) Data Centre
8 44 (3.64%) Mathematics
9 42 (3.47%) Taxonomies
10 32 (2.65%) Replication
11 28 (2.32%) Reference Data
12 22 (1.82%) Enterprise Storage
13 21 (1.74%) Enterprise Software
14 16 (1.32%) Data Conversion
14 16 (1.32%) Statistics
15 15 (1.24%) Online Banking
16 13 (1.08%) N-Tier
17 12 (0.99%) Clustering
17 12 (0.99%) Mobile App
18 11 (0.91%) Derivative
Operating Systems
1 88 (7.28%) Linux
2 58 (4.80%) Windows
3 56 (4.63%) UNIX
4 23 (1.90%) Solaris
5 19 (1.57%) Oracle Linux
6 2 (0.17%) Windows Server 2003
6 2 (0.17%) AIX
6 2 (0.17%) Red Hat Enterprise Linux
7 1 (0.083%) Windows Server 2008
7 1 (0.083%) Windows Server 2012
Processes & Methodologies
1 572 (47.31%) Data Modelling
2 503 (41.60%) Business Intelligence
3 426 (35.24%) ETL
4 368 (30.44%) Analytics
5 353 (29.20%) Data Management
6 269 (22.25%) Data Governance
7 168 (13.90%) Migration
8 166 (13.73%) Agile Software Development
9 163 (13.48%) Data Analysis
10 152 (12.57%) TOGAF
10 152 (12.57%) Logical Data Model
11 141 (11.66%) Master Data Management
12 139 (11.50%) Enterprise Architecture
13 123 (10.17%) Information Management
14 121 (10.01%) Data Analytics
15 119 (9.84%) Data Migration
16 111 (9.18%) Business Development
17 109 (9.02%) Business Analysis
18 107 (8.85%) Stakeholder Management
19 98 (8.11%) Project Management
Programming Languages
1 357 (29.53%) SQL
2 86 (7.11%) Java
3 70 (5.79%) T-SQL
4 51 (4.22%) PL/SQL
5 50 (4.14%) C#
6 31 (2.56%) R
7 29 (2.40%) C
8 26 (2.15%) JavaScript
9 23 (1.90%) Python
10 19 (1.57%) C++
11 16 (1.32%) VBA
12 13 (1.08%) Scala
13 11 (0.91%) Perl
14 8 (0.66%) VB.NET
15 7 (0.58%) Shell Script
15 7 (0.58%) Groovy
16 6 (0.50%) VB
17 5 (0.41%) MATLAB
18 2 (0.17%) Ruby
18 2 (0.17%) ABAP
Qualifications
1 196 (16.21%) Degree
2 28 (2.32%) Oracle Certification
3 22 (1.82%) Security Cleared
4 21 (1.74%) OCP
5 9 (0.74%) Microsoft Certification
5 9 (0.74%) Siebel Certification
6 8 (0.66%) PhD
7 5 (0.41%) MCSE
7 5 (0.41%) PMP
7 5 (0.41%) PMI Certification
8 4 (0.33%) Chartered Engineer
9 3 (0.25%) CITP
9 3 (0.25%) PRINCE2 Practitioner
10 2 (0.17%) Cisco Certification
10 2 (0.17%) Network+ Certification
10 2 (0.17%) PRINCE2 Certification
10 2 (0.17%) A+ Certification
10 2 (0.17%) ITIL Certification
10 2 (0.17%) HNC
10 2 (0.17%) HND
Quality Assurance & Compliance
1 136 (11.25%) Data Quality
2 68 (5.62%) QA
3 28 (2.32%) EMIR
4 25 (2.07%) MiFID
5 23 (1.90%) CRD IV
6 13 (1.08%) ISO 9001
7 12 (0.99%) SLA
7 12 (0.99%) Solvency II
8 11 (0.91%) ISO/IEC 27001
9 9 (0.74%) Sarbanes-Oxley
10 7 (0.58%) Dodd-Frank
11 4 (0.33%) COBIT
12 3 (0.25%) TickIT
13 2 (0.17%) Basel II
13 2 (0.17%) GxP
14 1 (0.083%) FATCA
14 1 (0.083%) ISO/IEC 20000
14 1 (0.083%) PCI DSS
14 1 (0.083%) Basel III
System Software
1 28 (2.32%) Active Directory
2 27 (2.23%) VMware Infrastructure
3 15 (1.24%) VMware ESX
4 8 (0.66%) HDFS
5 7 (0.58%) Oracle RAC
6 6 (0.50%) GPFS
7 2 (0.17%) XenApp
7 2 (0.17%) XenServer
7 2 (0.17%) XenDesktop
7 2 (0.17%) Docker
8 1 (0.083%) GridGain
Systems Management
1 10 (0.83%) Puppet
2 9 (0.74%) Opscode Chef
3 7 (0.58%) Oracle RMAN
4 5 (0.41%) Tivoli Storage Manager
4 5 (0.41%) Nagios
4 5 (0.41%) Oozie
4 5 (0.41%) Capistrano
4 5 (0.41%) Hadoop YARN
5 4 (0.33%) Oracle EDQ
6 2 (0.17%) Oracle ZFS
6 2 (0.17%) Data Guard
7 1 (0.083%) EMC NetWorker
Vendors
1 367 (30.36%) Oracle
2 185 (15.30%) Microsoft
3 179 (14.81%) SAP
4 141 (11.66%) Informatica
5 135 (11.17%) Teradata
6 118 (9.76%) Tableau
7 111 (9.18%) IBM
8 83 (6.87%) Cognos
9 67 (5.54%) Ab Initio
10 49 (4.05%) Netezza
11 34 (2.81%) MicroStrategy
12 30 (2.48%) Trillium
13 27 (2.23%) VMware
14 24 (1.99%) DataFlux
15 22 (1.82%) Talend
16 13 (1.08%) Cloudera
16 13 (1.08%) Siebel
17 12 (0.99%) Adobe
18 11 (0.91%) Sybase
18 11 (0.91%) HP
City, London
Computer People
Salary: £70000.00 - £90000.00 per annum
Posted: 1 hour ago
Hampshire
Sentinel IT LLP
Salary: benefits
Posted: 11 hours ago
Hampshire
Sentinel IT LLP
Salary: bonus + benefits
Posted: 12 hours ago
Central London / West End
ANSON MCCADE
Salary: £80,000 - £100,000 plus an excellent package
Posted: 22 hours ago
UK
Montash
Salary: £75000 - £90000 per annum + Bonus + Car
Posted: Yesterday
Taunton, Somerset
Computer Futures
Salary: competitive
Posted: Yesterday
Somerset
Tank Recruitment Limited
Posted: Yesterday
City, London
TEKsystems
Salary: £90000 - £100000 per annum + brilliant bonuses and benefits
Posted: Yesterday
London
Computer People
Salary: £70000.00 - £90000.00 per annum
Posted: Yesterday
London
Eutopia Solutions Ltd
Salary: £70000 - £90000 per annum + corporate benefits
Posted: Yesterday
Leeds, West Yorkshire
Nigel Frank International Ltd
Salary: £35000 - £48000 per annum + Pension, Bonus & More Benefits
Posted: 2 days ago
Worcester, Worcestershire
Computer Futures
Salary: £45000 - £55000 per annum + competitive
Posted: 2 days ago
Swindon
Nationwide
Salary: £53162 - £79744 per annum + car + benefits
Posted: 2 days ago
London
Computer Futures
Salary: competitive
Posted: 2 days ago
City, London
Harrington Starr
Salary: £60000 - £85000 per annum + bonus and benefits and training
Posted: 2 days ago
City, London
Harrington Starr
Salary: £60000 - £85000 per annum + bonus and benefits and training
Posted: 2 days ago
Swindon, Wiltshire
Nationwide
Salary: £53,162 - £79,744 per annum + car + benefits
Posted: 2 days ago
Staines, Middlesex
Manifestly Important
Salary: From £60,000 to £65,000 per annum + Car Allowance + Bonus + Life + Pen
Posted: 4 days ago
Leamington Spa, Warwickshire
Applause IT Innovation
Salary: £35000 - £40000 per annum + Market Leading Benefits Package
Posted: 5 days ago
London
Careerwise UK Limited
Salary: £60000 - £80000 per annum + benefits
Posted: 5 days ago