The table below looks at the statistics for Data Architecture skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Architecture over the 3 months to 29 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Aug 2016
Same period 2015 Same period 2014
Data Architecture
Rank 459 463 525
Rank change year-on-year
+4 +62
Permanent jobs citing Data Architecture 558 601 546
As % of all permanent IT jobs located in the UK 0.57% 0.56% 0.47%
As % of the Processes & Methodologies category 0.65% 0.64% 0.55%
Number of salaries quoted 420 432 415
Median salary £70,000 £67,500 £67,500
Median salary % change year-on-year
+3.70% -
90% offered a salary of more than £50,000 £45,000 £42,500
10% offered a salary of more than £100,000 £90,000 £90,000
UK excluding London median salary £57,500 £57,500 £60,000
% change year-on-year
- -4.16%

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
86091 94233 99323
As % of all permanent IT jobs located in the UK 88.07% 87.58% 85.34%
Number of salaries quoted 72000 77563 79306
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £30,500
10% offered a salary of more than £78,000 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Architecture
Jobs Demand Trend

The demand trend of job ads citing Data Architecture as a proportion of all IT jobs with a match in 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 29 August 2016 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 median salaries quoted in IT jobs citing Data Architecture within the UK over the 3 months to 29 August 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 +2 506 £72,500 +7.40% 36
London +28 315 £78,500 +4.66% 24
South East -2 94 £57,500 - 4
City of London +16 41 £80,000 - 5
Scotland +22 39 £55,000 -25.42% 1
Berkshire -6 31 £56,250 -22.41% 2
Edinburgh +36 30 £55,000 -13.38%
North West +18 29 £55,000 - 3
Hampshire +4 24 £50,000 -13.04%
Manchester -1 18 £55,000 -7.17% 2
Yorkshire -3 17 £80,000 +33.33%
Reading +15 16 £65,000 -11.86%
Surrey +17 15 £70,000 +24.44%
East of England +25 14 £85,000 +88.88%
West Midlands -25 13 £52,606 -4.35% 2
East Midlands +4 12 £44,000 -13.72% 3
Portsmouth +11 10 £60,875 +57.09%
West Yorkshire +2 10 £80,000 +33.33%
South West 0 9 £30,000 -33.33%
Havant +16 8 £50,000 -28.57%
Rochdale - 8 £55,000 -
Glasgow +5 7 - - 1
Newbury +4 7 £55,000 -12.00% 1
Oxfordshire -9 7 £57,500 +10.57%
Birmingham -29 7 £52,606 +64.39% 1
Guildford +19 6 £70,000 -12.50%
Northamptonshire +11 6 - -
West Sussex +7 6 £58,750 -2.08% 1
Bedfordshire - 6 £85,000 -
Buckinghamshire +24 5 £67,500 -6.89%

Data Architecture
Top 30 Related IT Skills

For the 6 months to 29 August 2016, IT jobs citing Data Architecture 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 Architecture.

1 439 (39.98%) Data Warehouse
2 425 (38.71%) Business Intelligence
3 395 (35.97%) Data Modelling
4 385 (35.06%) Finance
5 358 (32.60%) ETL
6 317 (28.87%) Analytics
7 313 (28.51%) Data Management
8 305 (27.78%) SQL
9 304 (27.69%) Big Data
10 263 (23.95%) Agile Software Development
11 252 (22.95%) SQL Server
12 226 (20.58%) Oracle
13 212 (19.31%) Data Governance
14 206 (18.76%) Data Quality
15 204 (18.58%) Analytical Skills
16 191 (17.40%) Hadoop
17 182 (16.58%) Data Integration
17 182 (16.58%) Microsoft
18 166 (15.12%) Management Information System
18 166 (15.12%) SDLC
19 149 (13.57%) TOGAF
20 145 (13.21%) Degree
21 142 (12.93%) Data Analytics
22 139 (12.66%) SOA
23 126 (11.48%) Retail
24 124 (11.29%) Enterprise Architecture
25 118 (10.75%) Stakeholder Management
26 110 (10.02%) SQL Server Integration Services
27 108 (9.84%) Java
27 108 (9.84%) NoSQL

Data Architecture
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 67 (6.10%) SAS
2 62 (5.65%) Apache Spark
3 35 (3.19%) SharePoint
4 32 (2.91%) Elasticsearch
5 27 (2.46%) Apache
6 10 (0.91%) Apache Pig
7 9 (0.82%) SharePoint 2013
8 6 (0.55%) Apache Solr
8 6 (0.55%) CMS
9 5 (0.46%) Adobe Experience Manager
9 5 (0.46%) BizTalk Server
9 5 (0.46%) SharePoint 2010
10 3 (0.27%) GlassFish
11 2 (0.18%) Confluence
11 2 (0.18%) Documentum
12 1 (0.091%) Alfresco
12 1 (0.091%) Exchange Server 2010
12 1 (0.091%) Exchange Server 2013
12 1 (0.091%) WebSphere
12 1 (0.091%) WebSphere Process Server
Applications
1 67 (6.10%) MS Excel
2 36 (3.28%) MS Office
3 14 (1.28%) MS Visio
4 9 (0.82%) MS PowerPoint
5 4 (0.36%) Gephi
5 4 (0.36%) InfoPath
5 4 (0.36%) MS Project
6 2 (0.18%) SPSS
7 1 (0.091%) Mathematica
Business Applications
1 18 (1.64%) Markit EDM
2 15 (1.37%) SAP MDM
3 14 (1.28%) Dynamics CRM
4 12 (1.09%) SAP ECC
4 12 (1.09%) SAP ERP
4 12 (1.09%) SAP hybris
5 11 (1.00%) Dynamics AX
6 10 (0.91%) SAP HR
7 9 (0.82%) Oracle EBS
7 9 (0.82%) SAP Oil and Gas
8 5 (0.46%) Oracle EBS R12
8 5 (0.46%) Oracle ERP
9 4 (0.36%) Eagle PACE
9 4 (0.36%) Maximo
9 4 (0.36%) WebTrends
10 2 (0.18%) Oracle Financials
10 2 (0.18%) Oracle Retail
10 2 (0.18%) Salesforce.com CRM
10 2 (0.18%) SAP BPC
11 1 (0.091%) Unica
Cloud Services
1 65 (5.92%) Amazon AWS
2 27 (2.46%) Cloud Computing
2 27 (2.46%) Microsoft Azure
3 15 (1.37%) SaaS
4 11 (1.00%) Amazon S3
4 11 (1.00%) Google Cloud Platform
5 10 (0.91%) Amazon EC2
5 10 (0.91%) PaaS
6 9 (0.82%) iPaaS
7 6 (0.55%) IaaS
8 4 (0.36%) GitHub
9 3 (0.27%) Amazon EMR
10 2 (0.18%) IBM Cloud
10 2 (0.18%) Office 365
11 1 (0.091%) Adobe Analytics
11 1 (0.091%) Amazon SQS
11 1 (0.091%) Google Analytics
11 1 (0.091%) SoftLayer
Communications & Networking
1 37 (3.37%) Internet
2 6 (0.55%) DNS
2 6 (0.55%) Firewall
2 6 (0.55%) NAS
2 6 (0.55%) SAN
3 4 (0.36%) Broadband
4 3 (0.27%) PPP
5 1 (0.091%) CTI
5 1 (0.091%) Extranet
5 1 (0.091%) H.323
5 1 (0.091%) Intranet
5 1 (0.091%) MGCP
5 1 (0.091%) PuTTY
5 1 (0.091%) SMS
5 1 (0.091%) Softphone
5 1 (0.091%) SSH
5 1 (0.091%) Telnet
5 1 (0.091%) Unified Communications
5 1 (0.091%) VoIP
Database & Business Intelligence
1 439 (39.98%) Data Warehouse
2 304 (27.69%) Big Data
3 252 (22.95%) SQL Server
4 191 (17.40%) Hadoop
5 110 (10.02%) SQL Server Integration Services
6 108 (9.84%) NoSQL
7 104 (9.47%) SQL Server Reporting Services
8 69 (6.28%) Relational Database
9 66 (6.01%) BusinessObjects
10 57 (5.19%) SQL Server Analysis Services
11 55 (5.01%) MySQL
12 53 (4.83%) SQL Server 2008
13 52 (4.74%) OLAP
14 50 (4.55%) Apache Hive
15 45 (4.10%) QlikView
16 40 (3.64%) RDBMS
17 37 (3.37%) Amazon Redshift
18 35 (3.19%) Oracle OLAP
19 34 (3.10%) Data Mining
20 32 (2.91%) Enterprise Data Warehouse
Development Applications
1 26 (2.37%) ERwin
2 17 (1.55%) Team Foundation Server
3 16 (1.46%) JIRA
4 13 (1.18%) Talend Open Studio
5 10 (0.91%) PowerDesigner
5 10 (0.91%) Subversion
6 6 (0.55%) Visual Studio
7 5 (0.46%) Git (software)
8 4 (0.36%) Eclipse
8 4 (0.36%) SQL Server Management Studio (SSMS)
8 4 (0.36%) VSS/SourceSafe
9 3 (0.27%) Ant
9 3 (0.27%) Maven
10 2 (0.18%) Cucumber
10 2 (0.18%) JUnit
10 2 (0.18%) Mockito
10 2 (0.18%) TestNG
11 1 (0.091%) Ranorex
11 1 (0.091%) TeamCity
11 1 (0.091%) XMLSpy
General
1 385 (35.06%) Finance
2 126 (11.48%) Retail
3 94 (8.56%) Banking
4 58 (5.28%) Marketing
5 49 (4.46%) Telecoms
6 42 (3.83%) Manufacturing
7 35 (3.19%) Back Office
8 32 (2.91%) Legal
9 26 (2.37%) Investment Banking
10 24 (2.19%) Games
11 21 (1.91%) Front Office
12 15 (1.37%) Pharmaceutical
13 11 (1.00%) Advertising
14 9 (0.82%) Electronics
14 9 (0.82%) Military
15 7 (0.64%) Publishing
16 6 (0.55%) Law
17 5 (0.46%) Private Banking
18 3 (0.27%) Local Government
19 2 (0.18%) Retail Banking
Job Titles
1 567 (51.64%) Architect
2 405 (36.89%) Data Architect
3 162 (14.75%) Developer
4 114 (10.38%) Solutions Architect
5 80 (7.29%) Analyst
6 53 (4.83%) Enterprise Architect
6 53 (4.83%) Senior Architect
7 51 (4.64%) Big Data Architect
8 50 (4.55%) Data Manager
9 44 (4.01%) SOA Architect
10 42 (3.83%) Information Architect
11 41 (3.73%) Senior Developer
12 39 (3.55%) Consultant
13 38 (3.46%) ETL Architect
13 38 (3.46%) SQL Developer
14 35 (3.19%) Java Developer
15 32 (2.91%) Enterprise Data Architect
15 32 (2.91%) Lead Architect
16 30 (2.73%) Business Analyst
17 29 (2.64%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 54 (4.92%) .NET
2 51 (4.64%) HTML
3 49 (4.46%) Web Services
4 46 (4.19%) CSS
5 42 (3.83%) XML
6 32 (2.91%) MDX
7 31 (2.82%) Spring
8 30 (2.73%) REST
9 23 (2.09%) ASP.NET
10 22 (2.00%) RESTful
11 20 (1.82%) jQuery
11 20 (1.82%) XSD
12 19 (1.73%) Middleware
13 18 (1.64%) .NET Framework
14 17 (1.55%) JSON
15 16 (1.46%) SOAP
15 16 (1.46%) WS-I
16 15 (1.37%) WSDL
17 13 (1.18%) JMS
17 13 (1.18%) LAMP
Miscellaneous
1 204 (18.58%) Analytical Skills
2 182 (16.58%) Data Integration
3 166 (15.12%) Management Information System
4 98 (8.93%) Computer Science
5 86 (7.83%) Visualisation
6 80 (7.29%) Data Structures
7 38 (3.46%) Algorithms
8 27 (2.46%) Internet of Things
9 26 (2.37%) Enterprise Software
10 24 (2.19%) Taxonomies
11 16 (1.46%) User Experience
11 16 (1.46%) Virtual Team
12 14 (1.28%) Data Protection Act
12 14 (1.28%) Fixed Income
13 13 (1.18%) Data Conversion
13 13 (1.18%) Derivative
14 12 (1.09%) Data Centre
14 12 (1.09%) Microsoft Licensing
14 12 (1.09%) Replication
15 11 (1.00%) Mathematics
Operating Systems
1 27 (2.46%) Linux
1 27 (2.46%) Unix
2 24 (2.19%) Windows
3 7 (0.64%) Windows Server
4 6 (0.55%) Windows Server 2008
5 4 (0.36%) Windows Server 2012
6 1 (0.091%) Android
6 1 (0.091%) Apple iOS
6 1 (0.091%) Windows 7
6 1 (0.091%) Windows 8
Processes & Methodologies
1 425 (38.71%) Business Intelligence
2 395 (35.97%) Data Modelling
3 358 (32.60%) ETL
4 317 (28.87%) Analytics
5 313 (28.51%) Data Management
6 263 (23.95%) Agile Software Development
7 212 (19.31%) Data Governance
8 166 (15.12%) SDLC
9 149 (13.57%) TOGAF
10 142 (12.93%) Data Analytics
11 139 (12.66%) SOA
12 124 (11.29%) Enterprise Architecture
13 118 (10.75%) Stakeholder Management
14 104 (9.47%) Master Data Management
15 98 (8.93%) Data Analysis
16 88 (8.01%) UML
17 87 (7.92%) Information Architecture
17 87 (7.92%) Logical Data Model
18 86 (7.83%) Migration
19 83 (7.56%) Information Management
Programming Languages
1 305 (27.78%) SQL
2 108 (9.84%) Java
3 79 (7.19%) T-SQL
4 68 (6.19%) Python
5 61 (5.56%) C#
6 45 (4.10%) JavaScript
7 37 (3.37%) PL/SQL
8 30 (2.73%) R
9 28 (2.55%) PHP
10 21 (1.91%) Groovy
11 18 (1.64%) VB.NET
12 16 (1.46%) Scala
12 16 (1.46%) Shell Script
13 13 (1.18%) Perl
13 13 (1.18%) PowerShell
14 10 (0.91%) C++
15 8 (0.73%) COBOL
16 6 (0.55%) C
16 6 (0.55%) VBA
17 5 (0.46%) Clojure
Qualifications
1 145 (13.21%) Degree
2 15 (1.37%) Security Cleared
3 14 (1.28%) PMI Certification
3 14 (1.28%) PRINCE2 Certification
4 9 (0.82%) DV Cleared
4 9 (0.82%) SC Cleared
5 8 (0.73%) CISM
5 8 (0.73%) CISSP
6 7 (0.64%) CISA
6 7 (0.64%) MBA
7 6 (0.55%) PMP
8 5 (0.46%) CCA
8 5 (0.46%) Microsoft Certification
8 5 (0.46%) Oracle Certification
8 5 (0.46%) SAS Certification
9 3 (0.27%) PhD
10 2 (0.18%) Chartered Engineer
10 2 (0.18%) MBCS
11 1 (0.091%) CBAP
11 1 (0.091%) ISTQB
Quality Assurance & Compliance
1 206 (18.76%) Data Quality
2 56 (5.10%) QA
3 14 (1.28%) PCI DSS
4 11 (1.00%) ISO/IEC 27001
5 8 (0.73%) COBIT
6 7 (0.64%) MiFID
6 7 (0.64%) SLA
7 6 (0.55%) Basel II
8 5 (0.46%) ISO 9001
9 2 (0.18%) Sarbanes-Oxley
9 2 (0.18%) SEPA
10 1 (0.091%) Actionable Recommendations
10 1 (0.091%) Basel III
10 1 (0.091%) Dodd-Frank
10 1 (0.091%) EMIR
10 1 (0.091%) FATCA
System Software
1 21 (1.91%) HDFS
2 6 (0.55%) VMware ESX
2 6 (0.55%) VMware ESXi
3 2 (0.18%) Apache Flume
3 2 (0.18%) Virtual Machines
4 1 (0.091%) Apache ZooKeeper
4 1 (0.091%) Oracle RAC
Systems Management
1 6 (0.55%) SCOM
2 5 (0.46%) Tivoli
3 4 (0.36%) Hadoop YARN
4 3 (0.27%) Oozie
4 3 (0.27%) Systems Management Server (SMS)
5 2 (0.18%) Opscode Chef
5 2 (0.18%) Puppet
6 1 (0.091%) Cisco CUCM
6 1 (0.091%) Cisco UCCE
6 1 (0.091%) Cisco UCCX
6 1 (0.091%) Kibana
6 1 (0.091%) Mesos
Vendors
1 226 (20.58%) Oracle
2 182 (16.58%) Microsoft
3 105 (9.56%) Tableau
4 89 (8.11%) SAP
5 66 (6.01%) Informatica
6 44 (4.01%) IBM
7 38 (3.46%) Teradata
8 32 (2.91%) Cloudera
9 24 (2.19%) Ab Initio
10 23 (2.09%) Netezza
11 17 (1.55%) Salesforce.com
12 14 (1.28%) Google
13 13 (1.18%) Talend
13 13 (1.18%) Zend
14 12 (1.09%) Cognos
14 12 (1.09%) hybris
15 11 (1.00%) MicroStrategy
16 9 (0.82%) Actimize
16 9 (0.82%) VMware
17 8 (0.73%) Capita
City, London
Networking People
Salary: £65000 - £85000 per annum + Share Options + Generous Benefits
Posted: Yesterday
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £70000.00 - £72000.00 per annum
Posted: 3 days ago
London
Harvey Nash plc
Salary: £80000 - £85000 per annum + Bonus & Excellent Package
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: Up to £95k
Posted: 5 days ago
Radbroke (Manchester)
Cognizant Technology Solutions
Posted: 4 days ago
Glasgow, Lanarkshire
McGregor Boyall
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £85,000 - £95,000
Posted: 5 days ago
West London
Opus Resourcing Ltd
Salary: £65000 - £80000 per annum + Bens + Bonus to 20%
Posted: 6 days ago
London
Lawrence Harvey Enterprise
Salary: £50000.00 - £85000.00 per annum + bonus + benefits
Posted: 5 days ago
London
Harrington Starr
Posted: 4 days ago
London
Opus Resourcing Ltd
Salary: £75000 - £90000 per annum + Bens + Bonus to 20%
Posted: 6 days ago
London
Cititec Associates Limited
Posted: 6 days ago
Leicester, Leicestershire
Senitor Associates
Salary: £38000 - £50000 per annum + Great Benefits + Company + BONUS
Posted: 3 days ago
Central London / West End
Storm Global Analytics
Salary: Unspecified
Posted: 6 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 11 days ago
London
Coal IT Services
Salary: From £40,000 to £40,000 per annum + Package
Posted: 6 days ago
Derbyshire
Hays Specialist Recruitment Ltd
Salary: £60000.00 - £80000.00 per annum
Posted: 20 days ago
West Midlands
Lawrence Harvey
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: 20 days ago
Leicester, Leicestershire
Senitor Associates
Salary: £38000 - £50000 per annum + Great Benefits + Company + BONUS
Posted: 3 days ago
London
People Source Consulting
Salary: £95000 - £110000 per annum + car allowance + bonus
Posted: 13 days ago
South West London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 6 days ago
Crawley, West Sussex
McGregor Boyall
Salary: £40000 - £50000 per annum
Posted: 6 days ago
London
BAE Systems Applied Intelligence Ltd
Salary: Competitive + Benefits
Posted: 24 days ago
Sutton, London UK
Reed Business Information
Salary: Competitive Salary + bonus + benefits
Posted: 14 days ago
London
Lloyds Banking Group
Salary: £66900 - £89200 per annum
Posted: 25 days ago
London
Client Server
Salary: £95k to £120k + bonus + benefits
Posted: 25 days ago
Newbury, Berkshire
EXCELerate
Salary: Up to £55,000 per annum
Posted: 6 days ago
Middlesex
Hays London City Cheapside
Salary: £80000.00 - £120000.00 per annum
Posted: 27 days ago
North West London
Santander
Salary: £50000 - £60000 per annum + excellent benefits
Posted: 26 days ago
North West London
Santander
Salary: Competitive + car allowance
Posted: 26 days ago