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 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Data Architecture
Rank 454 474 466
Rank change year-on-year
+20 -8
Permanent jobs citing Data Architecture 547 590 684
As % of all permanent IT jobs located in the UK 0.55% 0.55% 0.58%
As % of the Processes & Methodologies category 0.62% 0.63% 0.68%
Number of salaries quoted 410 430 538
Median salary £62,500 £65,000 £67,500
Median salary % change year-on-year
-3.84% -3.70%
90% offered a salary of more than £45,000 £47,500 £45,000
10% offered a salary of more than £90,000 £85,000 £94,250
UK excluding London median salary £56,750 £55,000 £55,000
% change year-on-year
+3.18% -

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
87589 93360 100944
As % of all permanent IT jobs located in the UK 87.87% 86.37% 85.34%
Number of salaries quoted 73004 75835 82109
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 £31,500 £31,000
10% offered a salary of more than £75,000 £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 28 May 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 28 May 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 -4 515 £62,500 -7.40% 43
London -10 292 £70,000 -6.66% 28
South East -22 68 £62,500 +9.17% 5
Yorkshire +39 43 £55,000 +10.00%
City of London +14 42 £65,000 -3.70% 9
West Yorkshire +40 40 £55,000 +7.31%
East of England +53 33 £50,000 -37.50% 3
East Midlands +32 29 £52,500 +40.00% 2
Leeds +23 28 £50,000 -
North West +9 25 £62,500 +14.67% 1
Buckinghamshire +34 20 £62,500 +9.64% 1
Nottinghamshire +21 16 £52,500 - 1
Nottingham +20 15 £52,500 - 1
Scotland -8 15 £64,000 +13.77% 4
South West -1 13 £70,000 +75.00% 1
Surrey -24 13 £90,000 +76.47% 1
Bedfordshire +15 12 £50,000 -35.48% 1
Cambridgeshire +2 12 £67,500 - 1
Bradford +17 11 £55,000 +4.76%
High Wycombe - 11 £62,500 -
Northamptonshire +20 10 £60,000 +71.42% 1
Berkshire +3 10 £67,500 +8.00%
Northampton - 10 £60,000 - 1
Lancashire - 10 £63,000 -
West Midlands -13 9 £45,000 +23.28% 3
Kent - 9 £30,000 -
Guildford +2 8 £90,000 +16.12% 1
Glasgow -16 8 £60,000 +21.21% 1
Manchester -28 8 £54,000 -0.91% 1
Cheshire +28 7 £57,500 +50.32%

Data Architecture
Top 30 Related IT Skills

For the 6 months to 28 May 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.

1 540 (46.67%) Data Warehouse
2 508 (43.91%) Business Intelligence
3 447 (38.63%) Data Modelling
4 380 (32.84%) Finance
5 368 (31.81%) SQL
6 360 (31.11%) Data Management
7 343 (29.65%) ETL
8 321 (27.74%) SQL Server
9 293 (25.32%) Big Data
10 291 (25.15%) Analytics
11 261 (22.56%) Analytical Skills
11 261 (22.56%) Oracle
12 259 (22.39%) Data Governance
13 233 (20.14%) Data Quality
14 229 (19.79%) Microsoft
15 223 (19.27%) Management Information System
16 218 (18.84%) Data Integration
17 211 (18.24%) Agile Software Development
18 177 (15.30%) SOA
19 166 (14.35%) TOGAF
19 166 (14.35%) Hadoop
20 162 (14.00%) SDLC
21 161 (13.92%) Degree
22 159 (13.74%) SQL Server Integration Services
23 149 (12.88%) Enterprise Architecture
24 148 (12.79%) Data Structures
25 144 (12.45%) Data Analysis
26 139 (12.01%) Data Analytics
27 134 (11.58%) Stakeholder Management
28 130 (11.24%) Master Data Management

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
1 112 (9.68%) SAS
2 50 (4.32%) Apache Spark
3 42 (3.63%) SharePoint
4 17 (1.47%) Apache
4 17 (1.47%) Elasticsearch
5 16 (1.38%) Apache Pig
6 10 (0.86%) CMS
7 9 (0.78%) SharePoint 2013
8 5 (0.43%) FileNet
8 5 (0.43%) SharePoint 2010
9 4 (0.35%) BizTalk Server
9 4 (0.35%) Kentico
10 3 (0.26%) Apache Solr
10 3 (0.26%) Node.js
11 2 (0.17%) Adobe Experience Manager
12 1 (0.086%) Exchange Server 2010
12 1 (0.086%) Exchange Server 2013
12 1 (0.086%) IIS
12 1 (0.086%) MS Exchange
Applications
1 112 (9.68%) MS Excel
2 31 (2.68%) MS Office
3 15 (1.30%) SPSS
4 14 (1.21%) MS Visio
5 8 (0.69%) MS PowerPoint
5 8 (0.69%) MS Project
6 4 (0.35%) InfoPath
Business Applications
1 13 (1.12%) SAP MDM
2 11 (0.95%) Markit EDM
2 11 (0.95%) SAP Oil and Gas
3 10 (0.86%) Dynamics CRM
3 10 (0.86%) Oracle EBS
4 8 (0.69%) Maximo
5 5 (0.43%) Eagle PACE
6 3 (0.26%) Dynamics AX
7 2 (0.17%) Oracle ERP
7 2 (0.17%) Oracle FAH
7 2 (0.17%) Oracle Financials
7 2 (0.17%) Oracle Retail
7 2 (0.17%) SAP Bank Analyzer
7 2 (0.17%) SAP CRM
7 2 (0.17%) thinkFolio
8 1 (0.086%) SAP BPC
Cloud Services
1 44 (3.80%) Amazon AWS
2 25 (2.16%) Cloud Computing
3 15 (1.30%) Microsoft Azure
4 8 (0.69%) SaaS
5 7 (0.61%) PaaS
6 6 (0.52%) Amazon EC2
6 6 (0.52%) IaaS
7 4 (0.35%) Amazon S3
8 3 (0.26%) Google Cloud Platform
9 2 (0.17%) Office 365
Communications & Networking
1 31 (2.68%) Internet
2 11 (0.95%) SAN
3 8 (0.69%) LAN
4 7 (0.61%) Intranet
5 6 (0.52%) Firewall
6 5 (0.43%) Wi-Fi
7 4 (0.35%) DNS
7 4 (0.35%) WAN
7 4 (0.35%) WLAN
8 3 (0.26%) NAS
8 3 (0.26%) VoIP
8 3 (0.26%) Wireless
9 2 (0.17%) PPP
9 2 (0.17%) PuTTY
9 2 (0.17%) SSH
9 2 (0.17%) Telnet
10 1 (0.086%) GPRS
10 1 (0.086%) GSM
10 1 (0.086%) HTTP
10 1 (0.086%) SMTP
Database & Business Intelligence
1 540 (46.67%) Data Warehouse
2 321 (27.74%) SQL Server
3 293 (25.32%) Big Data
4 166 (14.35%) Hadoop
5 159 (13.74%) SQL Server Integration Services
6 126 (10.89%) SQL Server Reporting Services
7 103 (8.90%) BusinessObjects
8 101 (8.73%) NoSQL
9 91 (7.87%) Relational Database
10 64 (5.53%) SQL Server 2008
11 63 (5.45%) SQL Server Analysis Services
12 62 (5.36%) RDBMS
13 59 (5.10%) QlikView
14 56 (4.84%) Data Mart
15 53 (4.58%) Data Mining
16 52 (4.49%) Enterprise Data Warehouse
17 51 (4.41%) MySQL
18 37 (3.20%) Oracle Database
19 36 (3.11%) Apache Hive
20 35 (3.03%) SQL Server 2012
Development Applications
1 52 (4.49%) ERwin
2 27 (2.33%) Talend Open Studio
3 12 (1.04%) JIRA
4 11 (0.95%) Team Foundation Server
5 10 (0.86%) PowerDesigner
6 9 (0.78%) Toad
6 9 (0.78%) Visual Studio
7 6 (0.52%) Jenkins
8 5 (0.43%) Subversion
9 4 (0.35%) SQL Server Management Studio (SSMS)
9 4 (0.35%) VSS/SourceSafe
10 3 (0.26%) Atlassian Bamboo
10 3 (0.26%) Git (software)
10 3 (0.26%) Gradle
10 3 (0.26%) Maven
10 3 (0.26%) Travis CI
11 1 (0.086%) Fiddler
11 1 (0.086%) MSTest
11 1 (0.086%) ReSharper
11 1 (0.086%) TeamCity
General
1 380 (32.84%) Finance
2 114 (9.85%) Retail
3 72 (6.22%) Banking
4 58 (5.01%) Marketing
5 55 (4.75%) Legal
6 53 (4.58%) Telecoms
7 43 (3.72%) Manufacturing
8 29 (2.51%) Pharmaceutical
9 28 (2.42%) Back Office
10 22 (1.90%) Law
11 15 (1.30%) Publishing
12 13 (1.12%) Automotive
12 13 (1.12%) Front Office
13 12 (1.04%) Investment Banking
14 11 (0.95%) Electronics
14 11 (0.95%) Financial Institution
15 9 (0.78%) Advertising
16 8 (0.69%) Billing
17 7 (0.61%) Games
18 5 (0.43%) Private Banking
Job Titles
1 575 (49.70%) Architect
2 407 (35.18%) Data Architect
3 165 (14.26%) Developer
4 87 (7.52%) Consultant
5 75 (6.48%) Enterprise Architect
6 74 (6.40%) Analyst
7 60 (5.19%) Information Architect
8 58 (5.01%) Data Manager
9 52 (4.49%) Business Intelligence Architect
10 50 (4.32%) Enterprise Data Architect
10 50 (4.32%) Solutions Architect
11 48 (4.15%) Data Consultant
12 46 (3.98%) Senior Developer
13 43 (3.72%) ETL Architect
14 42 (3.63%) Big Data Architect
15 39 (3.37%) SQL Developer
16 36 (3.11%) Senior Architect
17 33 (2.85%) Business Analyst
17 33 (2.85%) Data Warehouse Architect
18 30 (2.59%) SSIS Developer
Libraries, Frameworks & Software Standards
1 101 (8.73%) .NET
2 71 (6.14%) Web Services
3 58 (5.01%) HTML
4 52 (4.49%) CSS
5 46 (3.98%) XML
6 38 (3.28%) ASP.NET
6 38 (3.28%) MDX
7 34 (2.94%) .NET Framework
7 34 (2.94%) REST
8 32 (2.77%) JMS
9 30 (2.59%) SOAP
10 26 (2.25%) Middleware
10 26 (2.25%) XSD
11 24 (2.07%) WS-I
12 23 (1.99%) ActiveMQ
12 23 (1.99%) Spring
13 20 (1.73%) jQuery
14 19 (1.64%) RESTful
15 17 (1.47%) JSON
16 16 (1.38%) WSDL
Miscellaneous
1 261 (22.56%) Analytical Skills
2 223 (19.27%) Management Information System
3 218 (18.84%) Data Integration
4 148 (12.79%) Data Structures
5 87 (7.52%) Computer Science
6 51 (4.41%) Visualisation
7 45 (3.89%) Mobile App
8 41 (3.54%) Taxonomies
9 30 (2.59%) Algorithms
9 30 (2.59%) Replication
10 28 (2.42%) Data Centre
10 28 (2.42%) Smart Meter
11 21 (1.82%) Internet of Things
12 15 (1.30%) Mathematics
13 14 (1.21%) Enterprise Software
13 14 (1.21%) Fixed Income
14 13 (1.12%) FMCG
15 11 (0.95%) Data Conversion
15 11 (0.95%) Data Protection Act
16 10 (0.86%) Microsoft Licensing
Operating Systems
1 36 (3.11%) Unix
2 35 (3.03%) Windows
3 34 (2.94%) Linux
4 9 (0.78%) Windows Server
5 5 (0.43%) Android
5 5 (0.43%) Windows Server 2008
6 4 (0.35%) Windows 7
7 3 (0.26%) Windows Server 2012
8 2 (0.17%) Apple iOS
8 2 (0.17%) Windows 8
9 1 (0.086%) Windows Mobile
Processes & Methodologies
1 508 (43.91%) Business Intelligence
2 447 (38.63%) Data Modelling
3 360 (31.11%) Data Management
4 343 (29.65%) ETL
5 291 (25.15%) Analytics
6 259 (22.39%) Data Governance
7 211 (18.24%) Agile Software Development
8 177 (15.30%) SOA
9 166 (14.35%) TOGAF
10 162 (14.00%) SDLC
11 149 (12.88%) Enterprise Architecture
12 144 (12.45%) Data Analysis
13 139 (12.01%) Data Analytics
14 134 (11.58%) Stakeholder Management
15 130 (11.24%) Master Data Management
16 119 (10.29%) Logical Data Model
16 119 (10.29%) UML
17 105 (9.08%) Information Architecture
18 99 (8.56%) Mentoring
19 98 (8.47%) Migration
Programming Languages
1 368 (31.81%) SQL
2 90 (7.78%) Java
3 80 (6.91%) T-SQL
4 78 (6.74%) Python
5 71 (6.14%) C#
6 53 (4.58%) R
7 32 (2.77%) C
8 30 (2.59%) VB.NET
9 29 (2.51%) JavaScript
10 28 (2.42%) PL/SQL
11 22 (1.90%) Scala
12 19 (1.64%) Groovy
13 18 (1.56%) Shell Script
14 12 (1.04%) PHP
15 8 (0.69%) C++
16 7 (0.61%) MATLAB
16 7 (0.61%) PowerShell
16 7 (0.61%) VB
17 5 (0.43%) Clojure
17 5 (0.43%) Data Analysis Expressions (DAX)
Qualifications
1 161 (13.92%) Degree
2 28 (2.42%) Security Cleared
3 22 (1.90%) DV Cleared
4 19 (1.64%) MBA
5 17 (1.47%) SAS Certification
6 15 (1.30%) CITP
6 15 (1.30%) Microsoft Certification
7 14 (1.21%) SC Cleared
8 9 (0.78%) PRINCE2 Certification
9 8 (0.69%) PMI Certification
10 7 (0.61%) PhD
11 6 (0.52%) Microsoft Certified Architect
12 5 (0.43%) CCA
13 4 (0.35%) MCDBA
13 4 (0.35%) Postgraduate
13 4 (0.35%) PRINCE2 Practitioner
14 3 (0.26%) CISM
14 3 (0.26%) CISSP
14 3 (0.26%) PMP
15 2 (0.17%) CISA
Quality Assurance & Compliance
1 233 (20.14%) Data Quality
2 96 (8.30%) QA
3 12 (1.04%) COBIT
3 12 (1.04%) ISO 9001
4 9 (0.78%) PCI DSS
5 8 (0.69%) ISO/IEC 27001
5 8 (0.69%) SLA
6 6 (0.52%) TickIT
7 3 (0.26%) Sarbanes-Oxley
8 2 (0.17%) ISO/IEC 20000
9 1 (0.086%) EMIR
9 1 (0.086%) FATCA
9 1 (0.086%) MiFID
System Software
1 16 (1.38%) HDFS
2 3 (0.26%) Active Directory
2 3 (0.26%) Apache Flume
2 3 (0.26%) Oracle RAC
3 2 (0.17%) Apache ZooKeeper
4 1 (0.086%) Docker
Systems Management
1 5 (0.43%) Hadoop YARN
2 4 (0.35%) Oozie
3 3 (0.26%) Tivoli
4 2 (0.17%) Mesos
4 2 (0.17%) Opscode Chef
4 2 (0.17%) Puppet
5 1 (0.086%) Ansible
5 1 (0.086%) Kibana
5 1 (0.086%) Kubernetes
Vendors
1 261 (22.56%) Oracle
2 229 (19.79%) Microsoft
3 109 (9.42%) Tableau
4 94 (8.12%) SAP
5 92 (7.95%) Informatica
6 63 (5.45%) Teradata
7 62 (5.36%) IBM
8 43 (3.72%) Netezza
9 41 (3.54%) Ab Initio
10 29 (2.51%) Cloudera
11 27 (2.33%) Talend
12 23 (1.99%) Cognos
13 21 (1.82%) MicroStrategy
14 12 (1.04%) Hyperion
14 12 (1.04%) Sybase
15 10 (0.86%) Capita
16 9 (0.78%) Endeca
16 9 (0.78%) MapR
17 8 (0.69%) Cognizant
17 8 (0.69%) Reuters
Edinburgh, Midlothian
Harvey Nash plc
Posted: Yesterday
London
Sage UK Limited
Posted: Yesterday
London
Comtecs
Salary: £50000 - £55000 Per Annum Bonus + Benefits
Posted: 2 days ago
West London
ARC IT Recruitment Ltd
Salary: From £70,000 to £90,000 per annum + Brilliant package and bonus
Posted: Yesterday
London
Hays Finance Technology
Salary: £72000.00 - £85000.00 per annum + bonus
Posted: Yesterday
London
Harvey Nash plc
Salary: £80000 per annum
Posted: 5 days ago
Luton, Bedfordshire
Understanding Recruitment
Salary: £80000 - £90000 per annum + Up to 20% bonus
Posted: 6 days ago
City of London
TDA Group
Salary: £85000 per annum + excellent bonus and benefits
Posted: 9 days ago
London
onezeero.
Salary: £70000 - £75000 per annum + package
Posted: 3 days ago
London
ninesharp
Salary: £55000 - £65000 per annum + Bonus, Pension, Healthcare
Posted: 4 days ago
City, London
Twenty Recruitment Group
Salary: From £65,000 to £80,000 per annum + Benefite & Bonus
Posted: 2 days ago
Birmingham
aap3
Salary: £60000 - £70000 per annum + Excellent Benefits
Posted: 4 days ago
Northampton, Northamptonshire
Emponics Ltd
Salary: neg + car + bonus
Posted: 4 days ago
London
Harvey Nash plc
Salary: £90000 - £100000 per annum + 20% Bonus
Posted: 5 days ago
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: 4 days ago
City, London
Careerwise UK Limited
Salary: £50000 - £90000 per annum + benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: 3 days ago
Guildford, Surrey
Allianz
Salary: £60,000 - £80,000 per year plus excellent benefits
Posted: 11 days ago
Central London / West End
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 2 days ago
West London
The People Network
Salary: £60000 - £75000 per annum + Bonus, Pension, Health
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: Circa £40,000- £58,000+ an EXCELLENT package
Posted: 4 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: Circa £40,000- £58,000+ an EXCELLENT package
Posted: 4 days ago
Manchester, Lancashire
ANSON MCCADE
Salary: Circa £40,000- £58,000+ an EXCELLENT package
Posted: 4 days ago
London
Oliver James Associates
Salary: £65000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 5 days ago
London
Sage UK Limited
Posted: 4 days ago
Birmingham, West Midlands (County)
Midland Heart
Salary: £39,308 per annum
Posted: 9 days ago
London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 3 days ago
Peterborough
Deerfoot IT Resources Ltd
Salary: £60000 - £75000 per annum + benefits
Posted: 17 days ago
London
BAE Systems Applied Intelligence
Salary: Competitive plus benefits
Posted: 13 days ago
Nottingham
Venturi
Salary: £50000.00 - £55000.00 per annum + Bonus and Benefits
Posted: 19 days ago