The following table provides summary statistics for permanent job vacancies with a requirement for Data Architecture skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Architecture over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
UK
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 496 506 476
Rank change year-on-year +10 -30  
Permanent jobs citing Data Architecture 431 476 624
As % of all permanent IT jobs advertised in the UK 0.48% 0.48% 0.56%
As % of the Processes & Methodologies category 0.54% 0.54% 0.64%
Number of salaries quoted 297 355 447
Median salary £70,000 £62,500 £67,500
Median salary % change year-on-year +12.00% -7.40%  
90% offered a salary of more than £45,000 £47,500 £47,350
10% offered a salary of more than £100,000 £90,000 £87,000
UK excluding London median salary £57,000 £57,500 £55,000
% change year-on-year -0.86% +4.54%  

Data Architecture is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 79960 87478 97573
As % of all permanent IT job vacancies advertised in the UK 89.72% 88.95% 88.00%
Number of salaries quoted 64514 73057 79746
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Architecture
Job Vacancy Trend

The job posting trend of jobs advertised citing Data Architecture as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Architecture 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.

Salary trend for Data Architecture in the UK

Data Architecture
Salary Histogram

The salary distribution of IT jobs citing Data Architecture over the 3 months to 23 June 2017.

Salary histogram for Data Architecture 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 23 June 2017. 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 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 +20 414 £72,500 +15.07% 55
London -4 235 £77,500 +6.89% 30
South East +30 41 £72,000 +15.20% 7
North West -21 39 £57,500 -8.00% 2
East of England +2 33 £56,250 +12.50% 3
South West +27 24 £48,500 -23.92% 6
Yorkshire +5 23 £52,500 -4.54% 2
City of London +8 22 £68,250 +3.01% 6
West Yorkshire +9 19 £70,000 +27.27% 1
Leeds +10 15 £70,000 +27.27% 1
Somerset +8 15 £48,500 -15.65% 2
Manchester -7 15 £57,500 +4.54% 2
Bath +2 14 £48,500 -15.65% 1
Cheshire -18 14 £80,000 +39.13%
Bedfordshire +20 13 £57,500 +15.00% 2
Berkshire +29 10 £80,000 +45.45% 2
Hampshire +14 10 £55,000 +10.00% 2
Milton Keynes +1 10 £74,000 -5.12%
Buckinghamshire -6 10 £74,000 +18.40%
Lancashire +3 9 £37,500 -40.00%
North East +24 8 £45,000 +13.20% 3
Durham -1 8 £45,000 +13.20% 1
Cambridgeshire -13 8 £41,000 -39.25%
Scotland +3 7 £57,500 +4.54%
Preston -5 7 £32,500 -48.00%
West Midlands +13 6 £65,000 +8.33% 1
Havant +11 6 £55,000 +10.00% 1
Bromley - 6 £80,000 -
Surrey +27 5 £77,500 -13.88% 2
East Midlands +2 5 £45,000 -14.28% 1

For the 6 months to 23 June 2017, 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.

1 397 (42.10%) Data Modelling
2 309 (32.77%) Data Warehouse
3 300 (31.81%) Business Intelligence
3 300 (31.81%) Finance
4 293 (31.07%) SQL
5 268 (28.42%) Analytics
6 228 (24.18%) Agile Software Development
7 226 (23.97%) Data Management
8 218 (23.12%) Big Data
9 197 (20.89%) SQL Server
10 185 (19.62%) ETL
11 175 (18.56%) Data Quality
12 172 (18.24%) Migration
12 172 (18.24%) Enterprise Architecture
13 161 (17.07%) Hadoop
14 159 (16.86%) Analytical Skills
14 159 (16.86%) Microsoft
15 149 (15.80%) Oracle
16 145 (15.38%) Data Governance
17 144 (15.27%) TOGAF
18 142 (15.06%) Stakeholder Management
18 142 (15.06%) Degree
19 135 (14.32%) Java
20 117 (12.41%) NoSQL
21 114 (12.09%) Relational Database
22 113 (11.98%) Data Strategy
23 109 (11.56%) Data Integration
23 109 (11.56%) Data Migration
24 108 (11.45%) Mentoring
25 107 (11.35%) Amazon AWS

Data Architecture
Co-occurring 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 95 (10.07%) Apache Spark
2 55 (5.83%) SAS
3 49 (5.20%) CMS
4 37 (3.92%) Apache
5 32 (3.39%) Apache Solr
5 32 (3.39%) SharePoint
6 28 (2.97%) Elasticsearch
7 24 (2.55%) Apache Pig
8 19 (2.01%) Mule
8 19 (2.01%) nginx
9 16 (1.70%) Oracle SOA Suite
9 16 (1.70%) Tomcat
10 15 (1.59%) MS Exchange
11 14 (1.48%) JBoss
11 14 (1.48%) Sitecore CMS
12 11 (1.17%) Oracle Workflow
12 11 (1.17%) WebLogic
13 7 (0.74%) Mule ESB
14 6 (0.64%) SharePoint 2010
14 6 (0.64%) Skype for Business
Applications
1 52 (5.51%) Microsoft Excel
2 33 (3.50%) Microsoft Office
3 12 (1.27%) Spreadsheet
4 11 (1.17%) MS Visio
5 4 (0.42%) Microsoft PowerPoint
5 4 (0.42%) Microsoft Project
6 1 (0.11%) Adobe Illustrator
6 1 (0.11%) Gephi
6 1 (0.11%) Photoshop
6 1 (0.11%) SPSS
Business Applications
1 20 (2.12%) SAP Oil and Gas
2 19 (2.01%) Dynamics CRM
3 9 (0.95%) Salesforce.com CRM
4 8 (0.85%) SAP ERP
5 7 (0.74%) SAP ECC
5 7 (0.74%) SAP HR
5 7 (0.74%) SAP Hybris
5 7 (0.74%) SAP MDM
6 6 (0.64%) Oracle EBS
6 6 (0.64%) SAP R/3
7 5 (0.53%) Fredhopper
8 4 (0.42%) Dynamics AX
8 4 (0.42%) Markit EDM
9 3 (0.32%) Cognos Business Intelligence
9 3 (0.32%) Dynamics NAV
10 2 (0.21%) Oracle Retail
11 1 (0.11%) SAP MDG
11 1 (0.11%) Temenos Globus
Cloud Services
1 107 (11.35%) Amazon AWS
2 55 (5.83%) Microsoft Azure
3 53 (5.62%) SaaS
4 29 (3.08%) IaaS
5 28 (2.97%) PaaS
6 24 (2.55%) Google Cloud Platform
7 19 (2.01%) GitHub
8 18 (1.91%) Cloud Computing
9 11 (1.17%) Office 365
10 8 (0.85%) Yammer
11 5 (0.53%) Amazon EMR
11 5 (0.53%) Amazon Kinesis
12 4 (0.42%) Cortana Intelligence Suite
13 2 (0.21%) Amazon EC2
13 2 (0.21%) Amazon S3
14 1 (0.11%) Adobe Analytics
14 1 (0.11%) Amazon SQS
14 1 (0.11%) Bluemix
14 1 (0.11%) Force.com
14 1 (0.11%) Heroku
Communications & Networking
1 19 (2.01%) LAN
1 19 (2.01%) WAN
2 16 (1.70%) Firewall
2 16 (1.70%) SAN
3 11 (1.17%) Ethernet
3 11 (1.17%) Internet
3 11 (1.17%) NAS
3 11 (1.17%) Skype
4 10 (1.06%) Intranet
5 8 (0.85%) VoIP
6 5 (0.53%) MPLS
6 5 (0.53%) Network Security
7 4 (0.42%) BIG-IP
7 4 (0.42%) Cisco ASA
7 4 (0.42%) Cisco Nexus
7 4 (0.42%) PPP
7 4 (0.42%) Wireless
7 4 (0.42%) WLAN
8 3 (0.32%) Kerberos
9 1 (0.11%) DHCP
Database & Business Intelligence
1 309 (32.77%) Data Warehouse
2 218 (23.12%) Big Data
3 197 (20.89%) SQL Server
4 161 (17.07%) Hadoop
5 117 (12.41%) NoSQL
6 114 (12.09%) Relational Database
7 106 (11.24%) SQL Server Integration Services
8 101 (10.71%) SQL Server Reporting Services
9 82 (8.70%) SQL Server Analysis Services
10 72 (7.64%) Apache Hive
11 62 (6.57%) RDBMS
12 48 (5.09%) MongoDB
13 47 (4.98%) BusinessObjects
14 38 (4.03%) Amazon Redshift
15 37 (3.92%) HBase
16 36 (3.82%) Power BI
16 36 (3.82%) QlikView
17 34 (3.61%) MySQL
18 30 (3.18%) Impala
18 30 (3.18%) OLAP
Development Applications
1 36 (3.82%) ERwin
2 31 (3.29%) Talend Open Studio
3 30 (3.18%) Git (software)
4 22 (2.33%) JIRA
5 20 (2.12%) Jenkins
6 19 (2.01%) Hudson
7 10 (1.06%) Visual Studio Tools for Office
8 8 (0.85%) Visual Studio
9 4 (0.42%) PowerBuilder
10 3 (0.32%) SQL Server Management Studio (SSMS)
11 2 (0.21%) MagicDraw
12 1 (0.11%) Dreamweaver
12 1 (0.11%) Eclipse
12 1 (0.11%) NUnit
12 1 (0.11%) Oracle APEX
12 1 (0.11%) Rational Rose
12 1 (0.11%) ReSharper
12 1 (0.11%) Team Foundation Server
12 1 (0.11%) TeamCity
12 1 (0.11%) XMLSpy
General
1 300 (31.81%) Finance
2 100 (10.60%) Retail
3 83 (8.80%) Marketing
4 49 (5.20%) Banking
5 44 (4.67%) Legal
6 38 (4.03%) Telecoms
7 32 (3.39%) Advertising
8 23 (2.44%) Manufacturing
9 20 (2.12%) Electronics
10 16 (1.70%) Investment Banking
11 9 (0.95%) Back Office
12 8 (0.85%) Games
13 7 (0.74%) Front Office
14 6 (0.64%) German Language
15 5 (0.53%) Italian Language
15 5 (0.53%) Spanish Language
16 4 (0.42%) Dutch Language
16 4 (0.42%) French Language
16 4 (0.42%) Military
16 4 (0.42%) Pharmaceutical
Job Titles
1 483 (51.22%) Architect
2 324 (34.36%) Data Architect
3 143 (15.16%) Developer
4 101 (10.71%) Enterprise Architect
5 86 (9.12%) Enterprise Data Architect
6 81 (8.59%) Solutions Architect
7 48 (5.09%) Data Engineer
8 45 (4.77%) Analyst
9 41 (4.35%) Data Scientist
10 39 (4.14%) SQL Developer
11 36 (3.82%) Big Data Architect
11 36 (3.82%) Consultant
12 33 (3.50%) Business Intelligence Developer
13 32 (3.39%) Lead Architect
14 31 (3.29%) E-Commerce Architect
14 31 (3.29%) Information Architect
15 29 (3.08%) C# Developer
16 28 (2.97%) Senior Developer
17 26 (2.76%) Lead Data Architect
18 25 (2.65%) Senior Architect
Libraries, Frameworks & Software Standards
1 84 (8.91%) .NET
2 75 (7.95%) XML
3 51 (5.41%) Web Services
4 50 (5.30%) AngularJS
5 47 (4.98%) HTML
6 46 (4.88%) Kafka
7 41 (4.35%) Ajax
8 37 (3.92%) SOAP
9 35 (3.71%) ASP.NET
10 30 (3.18%) HTML5
11 26 (2.76%) Middleware
11 26 (2.76%) Spring
12 25 (2.65%) ASP.NET MVC
12 25 (2.65%) CSS
13 23 (2.44%) JSON
14 22 (2.33%) jQuery
15 21 (2.23%) Hibernate
16 19 (2.01%) REST
17 18 (1.91%) RESTful
17 18 (1.91%) Twitter Bootstrap
Miscellaneous
1 159 (16.86%) Analytical Skills
2 101 (10.71%) Management Information System
3 79 (8.38%) Computer Science
4 64 (6.79%) Data Structures
5 43 (4.56%) Greenfield Project
6 31 (3.29%) Algorithms
6 31 (3.29%) Enterprise Software
7 25 (2.65%) Data Centre
8 22 (2.33%) Reference Data
9 20 (2.12%) Blog
10 15 (1.59%) Mobile App
11 14 (1.48%) User Experience
12 13 (1.38%) Foreign Exchange (FX)
12 13 (1.38%) Hybrid Cloud
13 11 (1.17%) Derivative
13 11 (1.17%) Enterprise Storage
13 11 (1.17%) Equities
13 11 (1.17%) Replication
13 11 (1.17%) Taxonomies
13 11 (1.17%) W3C
Operating Systems
1 66 (7.00%) Linux
2 26 (2.76%) Unix
3 25 (2.65%) Windows
4 15 (1.59%) Oracle Linux
4 15 (1.59%) Solaris
5 9 (0.95%) Android
5 9 (0.95%) Apple iOS
6 3 (0.32%) Mac OS X
6 3 (0.32%) Windows Server
Processes & Methodologies
1 397 (42.10%) Data Modelling
2 300 (31.81%) Business Intelligence
3 268 (28.42%) Analytics
4 228 (24.18%) Agile Software Development
5 226 (23.97%) Data Management
6 185 (19.62%) ETL
7 172 (18.24%) Enterprise Architecture
7 172 (18.24%) Migration
8 145 (15.38%) Data Governance
9 144 (15.27%) TOGAF
10 142 (15.06%) Stakeholder Management
11 113 (11.98%) Data Strategy
12 109 (11.56%) Data Integration
12 109 (11.56%) Data Migration
13 108 (11.45%) Mentoring
14 105 (11.13%) Data Analysis
14 105 (11.13%) IT Strategy
15 96 (10.18%) CRM
15 96 (10.18%) SOA
16 93 (9.86%) E-Commerce
Programming Languages
1 293 (31.07%) SQL
2 135 (14.32%) Java
3 90 (9.54%) Python
4 77 (8.17%) T-SQL
5 73 (7.74%) JavaScript
6 61 (6.47%) C#
7 59 (6.26%) R
8 42 (4.45%) Scala
9 20 (2.12%) C
10 19 (2.01%) Groovy
11 18 (1.91%) PHP
12 16 (1.70%) VBA
13 15 (1.59%) PL/SQL
14 13 (1.38%) PowerShell
15 12 (1.27%) C++
15 12 (1.27%) MATLAB
16 9 (0.95%) ABAP
17 8 (0.85%) VB
18 3 (0.32%) Perl
18 3 (0.32%) VB.NET
Qualifications
1 142 (15.06%) Degree
2 36 (3.82%) PhD
3 22 (2.33%) Security Cleared
4 17 (1.80%) SC Cleared
5 16 (1.70%) Postgraduate
6 13 (1.38%) Computer Science Degree
6 13 (1.38%) DV Cleared
7 10 (1.06%) Microsoft Certification
8 9 (0.95%) Cisco Certification
8 9 (0.95%) CISM
8 9 (0.95%) CISSP
9 8 (0.85%) CCSA
9 8 (0.85%) CITP
10 7 (0.74%) APMP
10 7 (0.74%) MCSE
11 6 (0.64%) Master's Degree
11 6 (0.64%) Numerate Degree
11 6 (0.64%) OCMJEA
11 6 (0.64%) Sun Certification
12 5 (0.53%) CCNA
Quality Assurance & Compliance
1 175 (18.56%) Data Quality
2 32 (3.39%) QA
3 29 (3.08%) GDPR
4 17 (1.80%) PCI DSS
5 13 (1.38%) ISO/IEC 27001
6 11 (1.17%) MiFID
7 8 (0.85%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 7 (0.74%) Dodd-Frank
8 7 (0.74%) GCP
9 6 (0.64%) EMIR
10 4 (0.42%) Solvency II
11 3 (0.32%) ISO 9001
11 3 (0.32%) P3O
11 3 (0.32%) SLA
12 2 (0.21%) ISO/IEC 20000
13 1 (0.11%) Basel III
13 1 (0.11%) COBIT
13 1 (0.11%) FATCA
System Software
1 26 (2.76%) HDFS
2 20 (2.12%) VMware Infrastructure
3 19 (2.01%) Active Directory
4 17 (1.80%) Apache Flume
5 15 (1.59%) Virtual Machines
6 5 (0.53%) vCloud
7 2 (0.21%) Docker
Systems Management
1 18 (1.91%) Control-M
2 5 (0.53%) vRealize
3 4 (0.42%) BladeLogic
3 4 (0.42%) Cisco CUCM
3 4 (0.42%) FortiGate
3 4 (0.42%) Kibana
3 4 (0.42%) Oracle Enterprise Manager
4 3 (0.32%) Failover Clustering
4 3 (0.32%) Oozie
5 2 (0.21%) Perfmon
6 1 (0.11%) Cisco Prime
6 1 (0.11%) Puppet
6 1 (0.11%) RSA Archer
Vendors
1 159 (16.86%) Microsoft
2 149 (15.80%) Oracle
3 65 (6.89%) SAP
4 44 (4.67%) Tableau
5 36 (3.82%) Teradata
6 34 (3.61%) Informatica
7 31 (3.29%) Talend
8 29 (3.08%) Cloudera
9 24 (2.55%) Cognizant
9 24 (2.55%) MuleSoft
10 23 (2.44%) Cisco
10 23 (2.44%) Google
11 22 (2.33%) Cognos
12 21 (2.23%) VMware
13 20 (2.12%) Salesforce.com
14 18 (1.91%) IBM
15 14 (1.48%) Alteryx
15 14 (1.48%) Sitecore
16 12 (1.27%) hybris
16 12 (1.27%) RapidMiner
London
Venturi
Salary: £55000.00 - £80000.00 per annum + company benefits
Posted: 11 hours ago
Exeter, Devon
set2recruit
Salary: Unspecified DOE + Benefits
Posted: 7 hours ago
Sheffield
Computer Futures
Salary: competitive
Posted: 3 days ago
City, London
Venturi
Salary: £50000 - £55000 per annum + bonus+full bens
Posted: 10 hours ago
London
Digitech Resourcing Ltd
Salary: From £70,000 to £90,000 per annum
Posted: Yesterday
Salford, Lancashire
Premier IT
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £70k - £90k base + 5k sign on
Posted: 2 days ago
Bracknell, Berkshire
Asset Resourcing Ltd
Salary: £80000 - £90000 per annum + full benefits package
Posted: 2 days ago
Rochdale, Lancashire
Zen Internet Ltd
Salary: Up to £57,000 per annum depending on experience + benefits
Posted: 2 days ago
Derby, Derbyshire
Harvey Nash plc
Salary: £40000 - £60000 per annum + negotiable
Posted: 3 days ago
City, London
Harrington Starr
Salary: £70000 - £80000 per annum + plus package
Posted: 5 days ago
Ipswich, Suffolk
Sanderson
Salary: £45000 - £55000 per annum + benefits
Posted: 3 days ago
Oxfordshire
Woodrow Mercer Recruitment
Salary: £30000 - £40000 per annum
Posted: 3 days ago
East London
Cognizant
Salary: Competitive
Posted: 3 days ago
East London
Lorien Resourcing
Salary: £100000 - £115000 per annum + Car Allow + Bonus + Benefits
Posted: 3 days ago
London
Cognizant
Salary: Unspecified Market Standards
Posted: 2 days ago
Southampton, Hampshire
Kingfisher IT Services
Salary: Negotiable dependent on exp. + Benefits and Bonus potential
Posted: 9 days ago
Exeter, Devon
set2recruit
Salary: From £65,000 to £75,000 per annum DOE + Benefits
Posted: 3 days ago
City, London
Big Wednesday Digital Ltd
Salary: £50000 - £65000 per annum + Negotiable
Posted: 4 days ago
London
Salt
Salary: £80000.00 - £100000.00 per annum + stock options
Posted: 4 days ago
Taunton, Somerset
UKHO
Posted: 8 days ago
United Kingdom
UK Hydrographic Office
Salary: £39,196-£44,056 (with the possibility of up to £10,000 recruitment and retention allowance, dependent on skills and experience)
Posted: 8 days ago
Bedfordshire
Apollo Solutions
Salary: £75000 - £85000 per annum + Bonus and Benefits
Posted: 4 days ago
Birmingham, West Midlands (County)
Robert Walters
Salary: £50000 - £55000 per annum
Posted: 3 days ago
London
Understanding Recruitment
Salary: £0.00 per annum
Posted: 3 days ago
Croydon, Surrey
People Source Consulting
Salary: £500 - £600 per day
Posted: 2 days ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 4 days ago
Durham, County Durham
People Source Consulting
Salary: £60000 - £75000 per annum + Salary Negotiable + Benefits
Posted: 4 days ago
Bedfordshire
Ampersand Consulting
Salary: £70000 per annum + Bonus and Fantastic Benefits
Posted: 23 days ago
Bath
People Source Consulting
Salary: £37000 - £43000 per annum
Posted: 11 days ago