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 26 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Data Architecture
Rank 512 469 452
Rank change year-on-year
-43 -17
Permanent jobs citing Data Architecture 468 618 702
As % of all permanent IT jobs located in the UK 0.48% 0.56% 0.58%
As % of the Processes & Methodologies category 0.55% 0.64% 0.68%
Number of salaries quoted 348 437 559
Median salary £62,500 £67,500 £70,000
Median salary % change year-on-year
-7.40% -3.57%
90% offered a salary of more than £47,500 £46,700 £45,000
10% offered a salary of more than £90,000 £87,000 £99,500
UK excluding London median salary £57,500 £55,000 £56,250
% change year-on-year
+4.54% -2.22%

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
85293 96198 103096
As % of all permanent IT jobs located in the UK 87.88% 86.80% 85.47%
Number of salaries quoted 71323 78610 83495
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,000 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 26 June 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 26 June 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 -46 437 £63,500 -9.28% 44
London -44 260 £72,500 -3.33% 30
South East -14 65 £62,500 +10.61%
City of London +12 37 £66,250 +1.92% 5
East of England +59 30 £55,000 -38.88% 2
Yorkshire +35 25 £55,000 +4.26% 6
West Yorkshire +26 22 £55,000 +4.26% 6
East Midlands +21 21 £52,500 +27.27%
North West +13 20 £62,500 +4.16% 4
Buckinghamshire +43 18 £62,500 +11.60%
Scotland +3 18 £55,000 +10.00% 3
Edinburgh +18 16 £55,000 +4.76% 2
Bedfordshire +26 15 £50,000 -33.33% 1
Surrey +4 13 £90,000 +76.47%
Reading +28 11 £55,000 -21.42%
Nottinghamshire +20 11 £52,500 -
Berkshire +6 11 £55,000 -21.42%
Nottingham +18 10 £52,500 -
Leeds +18 9 £55,000 +3.77% 3
Kent - 9 £42,500 -
Northamptonshire +22 8 - -
Northampton +21 8 - -
Bradford +16 8 £56,250 +7.14% 3
Guildford +16 8 £90,000 +14.28%
High Wycombe - 8 £62,500 -
Lancashire - 8 £62,500 -
Cambridgeshire - 8 £67,500 - 1
Cheshire +41 6 £57,500 +50.32%
Hertfordshire +30 6 £60,000 -40.00%
Milton Keynes +26 6 £78,000 +39.28%

Data Architecture
Top 30 Related IT Skills

For the 6 months to 26 June 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.

1 521 (45.74%) Data Warehouse
2 485 (42.58%) Business Intelligence
3 419 (36.79%) Data Modelling
4 387 (33.98%) Finance
5 345 (30.29%) SQL
6 340 (29.85%) Data Management
7 332 (29.15%) ETL
8 314 (27.57%) SQL Server
9 307 (26.95%) Analytics
10 304 (26.69%) Big Data
11 246 (21.60%) Data Governance
12 243 (21.33%) Oracle
13 230 (20.19%) Microsoft
14 226 (19.84%) Agile Software Development
14 226 (19.84%) Analytical Skills
15 224 (19.67%) Data Quality
16 206 (18.09%) Management Information System
17 204 (17.91%) Data Integration
18 169 (14.84%) Hadoop
19 162 (14.22%) SOA
20 160 (14.05%) SDLC
21 154 (13.52%) TOGAF
22 152 (13.35%) Enterprise Architecture
23 150 (13.17%) Degree
24 149 (13.08%) Stakeholder Management
25 146 (12.82%) Data Analytics
26 145 (12.73%) SQL Server Integration Services
27 126 (11.06%) Data Structures
28 123 (10.80%) SQL Server Reporting Services
29 122 (10.71%) Data Analysis

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
1 103 (9.04%) SAS
2 52 (4.57%) Apache Spark
3 38 (3.34%) SharePoint
4 23 (2.02%) Elasticsearch
5 20 (1.76%) Apache
6 14 (1.23%) Apache Pig
7 13 (1.14%) CMS
8 9 (0.79%) SharePoint 2013
9 5 (0.44%) BizTalk Server
9 5 (0.44%) FileNet
9 5 (0.44%) SharePoint 2010
10 4 (0.35%) Apache Solr
10 4 (0.35%) Kentico
11 3 (0.26%) Adobe Experience Manager
12 2 (0.18%) Documentum
13 1 (0.088%) Exchange Server 2010
13 1 (0.088%) Exchange Server 2013
13 1 (0.088%) IIS
13 1 (0.088%) MS Exchange
Applications
1 94 (8.25%) MS Excel
2 30 (2.63%) MS Office
3 15 (1.32%) MS Visio
4 11 (0.97%) SPSS
5 8 (0.70%) MS PowerPoint
5 8 (0.70%) MS Project
6 4 (0.35%) InfoPath
Business Applications
1 11 (0.97%) Markit EDM
1 11 (0.97%) SAP Oil and Gas
2 10 (0.88%) Oracle EBS
3 9 (0.79%) SAP MDM
4 7 (0.61%) Dynamics CRM
4 7 (0.61%) Maximo
5 5 (0.44%) Eagle PACE
6 3 (0.26%) Dynamics AX
6 3 (0.26%) thinkFolio
7 2 (0.18%) Oracle ERP
7 2 (0.18%) Oracle FAH
7 2 (0.18%) Oracle Financials
7 2 (0.18%) SAP Bank Analyzer
8 1 (0.088%) Oracle EBS R12
8 1 (0.088%) Oracle Retail
8 1 (0.088%) SAP BPC
8 1 (0.088%) Unica
8 1 (0.088%) WebTrends
Cloud Services
1 48 (4.21%) Amazon AWS
2 27 (2.37%) Cloud Computing
3 16 (1.40%) Microsoft Azure
4 10 (0.88%) SaaS
5 7 (0.61%) PaaS
6 6 (0.53%) Amazon EC2
7 4 (0.35%) Amazon S3
7 4 (0.35%) Google Cloud Platform
8 3 (0.26%) IaaS
9 1 (0.088%) Adobe Analytics
9 1 (0.088%) Google Analytics
9 1 (0.088%) iPaaS
9 1 (0.088%) Office 365
Communications & Networking
1 32 (2.81%) Internet
2 6 (0.53%) LAN
2 6 (0.53%) SAN
3 4 (0.35%) Broadband
3 4 (0.35%) DNS
3 4 (0.35%) Intranet
3 4 (0.35%) WAN
4 3 (0.26%) Wi-Fi
5 2 (0.18%) Firewall
5 2 (0.18%) PPP
5 2 (0.18%) WLAN
6 1 (0.088%) GPRS
6 1 (0.088%) GSM
6 1 (0.088%) HTTP
6 1 (0.088%) PuTTY
6 1 (0.088%) SMTP
6 1 (0.088%) SSH
6 1 (0.088%) SSL
6 1 (0.088%) Telnet
Database & Business Intelligence
1 521 (45.74%) Data Warehouse
2 314 (27.57%) SQL Server
3 304 (26.69%) Big Data
4 169 (14.84%) Hadoop
5 145 (12.73%) SQL Server Integration Services
6 123 (10.80%) SQL Server Reporting Services
7 97 (8.52%) BusinessObjects
8 94 (8.25%) NoSQL
9 91 (7.99%) Relational Database
10 66 (5.79%) SQL Server 2008
11 63 (5.53%) SQL Server Analysis Services
12 61 (5.36%) RDBMS
13 54 (4.74%) MySQL
14 53 (4.65%) QlikView
15 51 (4.48%) Enterprise Data Warehouse
16 50 (4.39%) Data Mart
17 49 (4.30%) Data Mining
18 44 (3.86%) Apache Hive
19 37 (3.25%) OLAP
20 36 (3.16%) Oracle BI EE
Development Applications
1 43 (3.78%) ERwin
2 28 (2.46%) Talend Open Studio
3 12 (1.05%) JIRA
4 11 (0.97%) PowerDesigner
5 9 (0.79%) Team Foundation Server
6 8 (0.70%) Toad
6 8 (0.70%) Visual Studio
7 5 (0.44%) Subversion
8 4 (0.35%) Jenkins
8 4 (0.35%) SQL Server Management Studio (SSMS)
8 4 (0.35%) VSS/SourceSafe
9 2 (0.18%) Git (software)
10 1 (0.088%) Cucumber
10 1 (0.088%) Gradle
10 1 (0.088%) Mockito
10 1 (0.088%) Octopus Deploy
10 1 (0.088%) Ranorex
10 1 (0.088%) TeamCity
10 1 (0.088%) TestNG
10 1 (0.088%) Travis CI
General
1 387 (33.98%) Finance
2 118 (10.36%) Retail
3 88 (7.73%) Banking
4 63 (5.53%) Marketing
5 52 (4.57%) Telecoms
6 48 (4.21%) Manufacturing
7 45 (3.95%) Legal
8 30 (2.63%) Back Office
9 23 (2.02%) Pharmaceutical
10 16 (1.40%) Investment Banking
11 15 (1.32%) Front Office
12 12 (1.05%) Law
12 12 (1.05%) Publishing
13 11 (0.97%) Electronics
13 11 (0.97%) Financial Institution
14 10 (0.88%) Automotive
14 10 (0.88%) Games
15 9 (0.79%) Advertising
16 6 (0.53%) Billing
17 5 (0.44%) Private Banking
Job Titles
1 552 (48.46%) Architect
2 394 (34.59%) Data Architect
3 170 (14.93%) Developer
4 80 (7.02%) Consultant
5 74 (6.50%) Analyst
6 69 (6.06%) Enterprise Architect
7 59 (5.18%) Information Architect
8 57 (5.00%) Solutions Architect
9 53 (4.65%) Data Manager
10 46 (4.04%) Data Consultant
10 46 (4.04%) Senior Developer
11 45 (3.95%) Senior Architect
12 44 (3.86%) Enterprise Data Architect
13 43 (3.78%) Big Data Architect
14 38 (3.34%) Business Intelligence Architect
15 34 (2.99%) SQL Developer
16 32 (2.81%) Business Intelligence Developer
17 31 (2.72%) Business Analyst
17 31 (2.72%) Data Warehouse Architect
18 30 (2.63%) ETL Architect
Libraries, Frameworks & Software Standards
1 92 (8.08%) .NET
2 70 (6.15%) Web Services
3 59 (5.18%) HTML
4 51 (4.48%) CSS
5 47 (4.13%) XML
6 34 (2.99%) MDX
7 33 (2.90%) ASP.NET
8 30 (2.63%) .NET Framework
8 30 (2.63%) REST
9 29 (2.55%) XSD
10 27 (2.37%) JMS
10 27 (2.37%) WS-I
11 25 (2.19%) Spring
12 24 (2.11%) SOAP
13 23 (2.02%) Middleware
14 22 (1.93%) RESTful
15 20 (1.76%) JSON
15 20 (1.76%) WSDL
16 19 (1.67%) ActiveMQ
16 19 (1.67%) jQuery
Miscellaneous
1 226 (19.84%) Analytical Skills
2 206 (18.09%) Management Information System
3 204 (17.91%) Data Integration
4 126 (11.06%) Data Structures
5 91 (7.99%) Computer Science
6 55 (4.83%) Visualisation
7 36 (3.16%) Taxonomies
8 35 (3.07%) Algorithms
9 32 (2.81%) Mobile App
10 29 (2.55%) Replication
11 24 (2.11%) Data Centre
12 23 (2.02%) Internet of Things
12 23 (2.02%) Virtual Team
13 19 (1.67%) Smart Meter
14 16 (1.40%) Fixed Income
15 15 (1.32%) Mathematics
16 14 (1.23%) Enterprise Software
17 13 (1.14%) Data Conversion
18 12 (1.05%) Data Protection Act
18 12 (1.05%) Microsoft Licensing
Operating Systems
1 38 (3.34%) Linux
2 34 (2.99%) Unix
3 32 (2.81%) Windows
4 9 (0.79%) Windows Server
5 5 (0.44%) Windows Server 2008
6 4 (0.35%) Windows 7
7 3 (0.26%) Android
7 3 (0.26%) Windows Server 2012
8 2 (0.18%) Apple iOS
8 2 (0.18%) Windows 8
9 1 (0.088%) Windows Mobile
Processes & Methodologies
1 485 (42.58%) Business Intelligence
2 419 (36.79%) Data Modelling
3 340 (29.85%) Data Management
4 332 (29.15%) ETL
5 307 (26.95%) Analytics
6 246 (21.60%) Data Governance
7 226 (19.84%) Agile Software Development
8 162 (14.22%) SOA
9 160 (14.05%) SDLC
10 154 (13.52%) TOGAF
11 152 (13.35%) Enterprise Architecture
12 149 (13.08%) Stakeholder Management
13 146 (12.82%) Data Analytics
14 122 (10.71%) Data Analysis
15 111 (9.75%) Logical Data Model
15 111 (9.75%) UML
16 109 (9.57%) Master Data Management
17 96 (8.43%) Information Architecture
17 96 (8.43%) Project Management
18 95 (8.34%) Migration
Programming Languages
1 345 (30.29%) SQL
2 103 (9.04%) Java
3 79 (6.94%) T-SQL
4 74 (6.50%) Python
5 66 (5.79%) C#
6 43 (3.78%) R
7 32 (2.81%) JavaScript
8 29 (2.55%) C
9 27 (2.37%) PL/SQL
9 27 (2.37%) VB.NET
10 22 (1.93%) Groovy
10 22 (1.93%) Scala
11 20 (1.76%) Shell Script
12 14 (1.23%) PHP
13 8 (0.70%) Perl
14 7 (0.61%) C++
14 7 (0.61%) PowerShell
15 6 (0.53%) MATLAB
15 6 (0.53%) VB
16 5 (0.44%) Ruby
Qualifications
1 150 (13.17%) Degree
2 26 (2.28%) Security Cleared
3 20 (1.76%) DV Cleared
4 17 (1.49%) SAS Certification
5 14 (1.23%) MBA
5 14 (1.23%) SC Cleared
6 13 (1.14%) CITP
6 13 (1.14%) Microsoft Certification
7 10 (0.88%) PMI Certification
7 10 (0.88%) PRINCE2 Certification
8 6 (0.53%) Microsoft Certified Architect
9 5 (0.44%) CCA
9 5 (0.44%) PhD
10 4 (0.35%) PMP
11 3 (0.26%) CISM
11 3 (0.26%) CISSP
12 2 (0.18%) CISA
12 2 (0.18%) ITIL Certification
12 2 (0.18%) MCDBA
12 2 (0.18%) Postgraduate
Quality Assurance & Compliance
1 224 (19.67%) Data Quality
2 94 (8.25%) QA
3 14 (1.23%) ISO 9001
4 12 (1.05%) COBIT
5 11 (0.97%) PCI DSS
6 10 (0.88%) ISO/IEC 27001
7 8 (0.70%) SLA
8 6 (0.53%) TickIT
9 3 (0.26%) Sarbanes-Oxley
10 2 (0.18%) ISO/IEC 20000
10 2 (0.18%) SEPA
11 1 (0.088%) EMIR
11 1 (0.088%) FATCA
11 1 (0.088%) MiFID
System Software
1 24 (2.11%) HDFS
2 3 (0.26%) Apache Flume
2 3 (0.26%) Oracle RAC
3 1 (0.088%) Apache ZooKeeper
Systems Management
1 4 (0.35%) Hadoop YARN
2 3 (0.26%) Oozie
2 3 (0.26%) Tivoli
3 2 (0.18%) Opscode Chef
3 2 (0.18%) Puppet
4 1 (0.088%) Kibana
4 1 (0.088%) Mesos
Vendors
1 243 (21.33%) Oracle
2 230 (20.19%) Microsoft
3 113 (9.92%) Tableau
4 86 (7.55%) Informatica
5 83 (7.29%) SAP
6 57 (5.00%) IBM
7 53 (4.65%) Teradata
8 38 (3.34%) Netezza
9 36 (3.16%) Ab Initio
10 33 (2.90%) Cloudera
11 28 (2.46%) Talend
12 20 (1.76%) Cognos
13 18 (1.58%) MicroStrategy
14 12 (1.05%) Capita
15 9 (0.79%) Cognizant
15 9 (0.79%) Sybase
15 9 (0.79%) Zend
16 8 (0.70%) Endeca
16 8 (0.70%) Reuters
17 7 (0.61%) Salesforce.com
London
Harvey Nash plc
Salary: £75000 - £80000 per annum + Bonus & Excellent Package
Posted: 2 days ago
Salford, Lancashire
Integrity IT Solutions
Salary: From £50,000 to £60,000 per annum + Benefits
Posted: 3 days ago
London
Eames Consulting
Salary: £80000 - £100000 per annum + bonus + benefits
Posted: 2 days ago
London
Venturi
Salary: £60000.00 - £85000.00 per annum + Bonus and Benefits
Posted: 2 days ago
Bedfordshire
Montash
Salary: £80000 - £90000 per annum + benefits
Posted: 2 days ago
London
Harvey Nash plc
Salary: £80000 - £90000 per annum
Posted: 2 days ago
City, London
Client Server
Salary: £65k to £75k + bonus + benefits
Posted: 3 days ago
London
Harvey Nash plc
Salary: £80000 per annum
Posted: 4 days ago
Peterborough, Cambridgeshire
Deerfoot IT Resources Ltd
Salary: £60000 - £75000 per annum + benefits
Posted: 5 days ago
West London
ARC IT Recruitment Ltd
Salary: £0.00 per annum
Posted: 2 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 3 days ago
Bradford, West Yorkshire
Spring Technology
Salary: £55000.00 - £65000.00 per annum
Posted: 2 days ago
North London
Understanding Recruitment
Salary: £55000.00 - £65000.00 per annum + Execllent Benefits
Posted: 6 days ago
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £80,000
Posted: 5 days ago
South West London
Understanding Recruitment
Salary: £60000.00 - £70000 per annum + excellent bens
Posted: 6 days ago
London
Lawrence Harvey Enterprise
Salary: £80000 - £100000 per annum + bonus + extensive corp bens
Posted: 5 days ago
Rochdale, Lancashire
Zen Internet Ltd
Salary: From £50,000 to £60,000 per annum depending on experience + benefits
Posted: 2 days ago
Bradford, West Yorkshire
Rullion IT Plus
Salary: £80000 per annum + benefits
Posted: 2 days ago
Leeds, West Yorkshire
Calibre Search Ltd
Salary: £50000 - £60000.00 per annum
Posted: 5 days ago
Edinburgh, Midlothian
Harvey Nash plc
Salary: £40000 - £55000 per annum
Posted: 2 days ago
West London
The People Network
Salary: £60000 - £75000 per annum + Bonus, Pension, Health
Posted: 4 days ago
Bradford, West Yorkshire
Rullion IT Plus
Salary: £85000 per annum + benefits
Posted: 2 days ago
Manchester, Lancashire
Capita Resourcing
Posted: 4 days ago
Leeds, West Yorkshire
Searchability
Salary: £50000 - £53000 per annum + 34 days holiday & Excellent Pension
Posted: 5 days ago
City, London
Big Wednesday Digital Ltd
Posted: 3 days ago
West London
Optima Connections
Salary: From £65,000 to £85,000 per annum + Bonus + Benefits
Posted: 6 days ago
Bristol, Avon
Bristol Water
Salary: From £37,000 to £43,000 per annum Comp Benefits package
Posted: 25 days ago
Poole, Dorset
LV
Salary: Competitive Salary + Benefits + Bonus
Posted: 21 days ago
South East London
Hitachi Consulting UK
Salary: From £60,000 to £80,000 per annum Incl Benefits + Bonus
Posted: 18 days ago