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 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Data Architecture
UK
Rank 454 483 506
Rank change year-on-year
+29 +23
Permanent jobs citing Data Architecture 462 542 506
As % of all permanent IT jobs located in the UK 0.56% 0.54% 0.48%
As % of the Processes & Methodologies category 0.63% 0.62% 0.56%
Number of salaries quoted 376 479 398
Median salary £67,500 £70,000 £65,000
Median salary % change year-on-year
-3.57% +7.69%
90% offered a salary of more than £45,000 £48,500 £42,570
10% offered a salary of more than £95,000 £90,000 £85,000
UK excluding London median salary £60,000 £62,500 £55,000
% change year-on-year
-4.00% +13.63%

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
73152 88032 90205
As % of all permanent IT jobs located in the UK 88.12% 87.70% 86.08%
Number of salaries quoted 60235 73164 74344
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 £31,000
10% offered a salary of more than £77,000 £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 22 January 2017 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 22 January 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 +30 448 £67,500 -3.57% 51
London +10 238 £75,000 - 19
South East +25 65 £67,500 +3.84% 9
City of London +33 43 £110,000 +46.66% 6
East of England +28 37 £70,000 -3.44% 4
North West +18 35 £50,000 -16.66% 6
West Midlands +10 31 £60,000 +9.09% 3
South West +24 19 £57,250 +52.66% 3
Berkshire +21 18 £60,000 +4.34% 2
Surrey +42 17 £67,500 - 3
Buckinghamshire +32 15 £65,000 -13.33% 1
Manchester -7 15 £55,000 +1.85% 3
Reading +28 14 - -
East Midlands +15 14 £50,000 -9.09% 4
Merseyside - 14 £35,000 - 2
Hertfordshire +10 13 £75,000 +20.00%
Liverpool - 11 £35,000 - 1
Scotland +29 10 £71,500 +25.43%
High Wycombe +14 10 £66,250 +10.41%
Yorkshire +4 10 £55,000 -8.33% 3
Gloucestershire -2 9 £45,000 -26.82% 2
Norwich - 9 £56,000 - 1
Norfolk - 9 £56,000 - 1
West Yorkshire +11 8 £52,500 -8.69% 3
Birmingham +9 8 £46,000 -21.36%
Walton-on-Thames - 8 £47,500 -
Northamptonshire +2 7 £45,000 -14.28% 1
Essex +21 6 £49,500 -41.76% 1
Cheshire +18 6 £50,000 -41.17% 1
Edinburgh +11 6 £71,500 +19.16%

Data Architecture
Top 30 Related IT Skills

For the 6 months to 22 January 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.

1 386 (38.91%) Data Modelling
2 337 (33.97%) Business Intelligence
3 331 (33.37%) Finance
4 306 (30.85%) Data Warehouse
5 304 (30.65%) Analytics
6 298 (30.04%) SQL
7 248 (25.00%) Data Management
8 243 (24.50%) ETL
9 238 (23.99%) Big Data
10 212 (21.37%) Agile Software Development
11 196 (19.76%) Oracle
12 193 (19.46%) SQL Server
12 193 (19.46%) Data Quality
13 176 (17.74%) Analytical Skills
14 164 (16.53%) Hadoop
15 160 (16.13%) Degree
16 153 (15.42%) CRM
17 140 (14.11%) Data Governance
18 135 (13.61%) TOGAF
19 134 (13.51%) Data Integration
20 131 (13.21%) Microsoft
21 126 (12.70%) Relational Database
22 125 (12.60%) Enterprise Architecture
23 120 (12.10%) NoSQL
23 120 (12.10%) Master Data Management
24 115 (11.59%) Computer Science
24 115 (11.59%) Java
25 114 (11.49%) Migration
26 113 (11.39%) Retail
27 110 (11.09%) E-Commerce

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 74 (7.46%) Apache Spark
2 35 (3.53%) Elasticsearch
3 30 (3.02%) Apache
4 29 (2.92%) SAS
5 28 (2.82%) CMS
5 28 (2.82%) SharePoint
6 26 (2.62%) Apache Pig
7 13 (1.31%) Oracle SOA Suite
8 8 (0.81%) Sitecore CMS
8 8 (0.81%) Skype for Business
9 6 (0.60%) Adobe Experience Manager
9 6 (0.60%) Documentum
9 6 (0.60%) Oracle Workflow
9 6 (0.60%) SharePoint 2010
10 5 (0.50%) IIS
11 3 (0.30%) Apache Solr
12 2 (0.20%) OpenStack
12 2 (0.20%) SugarCRM
13 1 (0.10%) Alfresco
13 1 (0.10%) WordPress
Applications
1 94 (9.48%) MS Excel
2 48 (4.84%) MS Office
3 16 (1.61%) MS PowerPoint
4 8 (0.81%) SPSS
5 6 (0.60%) Spreadsheet
6 3 (0.30%) Mathematica
6 3 (0.30%) MS Visio
7 2 (0.20%) Gephi
8 1 (0.10%) Photoshop
8 1 (0.10%) Windchill
Business Applications
1 35 (3.53%) Dynamics CRM
2 28 (2.82%) SAP MDM
3 26 (2.62%) SAP ERP
4 24 (2.42%) SAP ECC
4 24 (2.42%) SAP hybris
5 22 (2.22%) SAP HR
6 11 (1.11%) Markit EDM
6 11 (1.11%) Salesforce.com CRM
7 8 (0.81%) Dynamics AX
7 8 (0.81%) Oracle EBS
8 7 (0.71%) SAP CRM
9 4 (0.40%) Eagle PACE
10 3 (0.30%) Oracle Payables
11 2 (0.20%) FastStats
11 2 (0.20%) IBM Operational Decision Manager
12 1 (0.10%) Adobe Campaign
12 1 (0.10%) FINCAD Analytics
12 1 (0.10%) Oracle Retail
12 1 (0.10%) SAP BPC
12 1 (0.10%) Teamcenter
Cloud Services
1 88 (8.87%) Amazon AWS
2 39 (3.93%) SaaS
3 27 (2.72%) Amazon S3
4 25 (2.52%) Microsoft Azure
5 15 (1.51%) PaaS
6 13 (1.31%) Amazon EC2
6 13 (1.31%) Amazon EMR
6 13 (1.31%) IaaS
6 13 (1.31%) Yammer
7 9 (0.91%) iPaaS
8 6 (0.60%) Cloud Computing
9 4 (0.40%) Google Cloud Platform
10 3 (0.30%) GitHub
10 3 (0.30%) Google Analytics
10 3 (0.30%) Office 365
11 2 (0.20%) Amazon CloudWatch
11 2 (0.20%) Amazon SQS
11 2 (0.20%) AWS Lambda
11 2 (0.20%) Boomi
12 1 (0.10%) IBM Cloud
Communications & Networking
1 70 (7.06%) Internet
2 16 (1.61%) Firewall
3 15 (1.51%) SAN
4 13 (1.31%) DNS
4 13 (1.31%) NAS
5 10 (1.01%) Skype
6 8 (0.81%) SSL
7 6 (0.60%) Intranet
8 3 (0.30%) Broadband
8 3 (0.30%) LAN
8 3 (0.30%) SMS
8 3 (0.30%) VoIP
9 2 (0.20%) FTP
10 1 (0.10%) CTI
10 1 (0.10%) HTTP
10 1 (0.10%) PPP
10 1 (0.10%) Softphone
10 1 (0.10%) TCP/IP
10 1 (0.10%) Unified Communications
10 1 (0.10%) WAN
Database & Business Intelligence
1 306 (30.85%) Data Warehouse
2 238 (23.99%) Big Data
3 193 (19.46%) SQL Server
4 164 (16.53%) Hadoop
5 126 (12.70%) Relational Database
6 120 (12.10%) NoSQL
7 99 (9.98%) SQL Server Integration Services
8 78 (7.86%) SQL Server Reporting Services
9 69 (6.96%) RDBMS
10 64 (6.45%) Amazon Redshift
11 52 (5.24%) BusinessObjects
11 52 (5.24%) SQL Server Analysis Services
12 51 (5.14%) Apache Hive
13 44 (4.44%) MySQL
14 39 (3.93%) GIS
15 37 (3.73%) QlikView
16 30 (3.02%) MongoDB
17 25 (2.52%) Data Mining
18 21 (2.12%) DB2
18 21 (2.12%) OLAP
Development Applications
1 54 (5.44%) ERwin
2 21 (2.12%) Talend Open Studio
3 18 (1.81%) Team Foundation Server
4 13 (1.31%) Git (software)
5 10 (1.01%) Visual Studio
6 8 (0.81%) Eclipse
6 8 (0.81%) Subversion
6 8 (0.81%) XMLSpy
7 6 (0.60%) MagicDraw
7 6 (0.60%) TeamCity
7 6 (0.60%) Visual Studio Tools for Office
8 4 (0.40%) Octopus Deploy
8 4 (0.40%) Visual Studio Team System
9 2 (0.20%) PowerBuilder
10 1 (0.10%) Jenkins
10 1 (0.10%) NUnit
10 1 (0.10%) Oracle Forms
10 1 (0.10%) ReSharper
General
1 331 (33.37%) Finance
2 113 (11.39%) Retail
3 103 (10.38%) Banking
4 87 (8.77%) Marketing
5 44 (4.44%) Telecoms
6 41 (4.13%) Investment Banking
7 38 (3.83%) Back Office
8 31 (3.13%) Advertising
9 20 (2.02%) Mandarin Language
9 20 (2.02%) Spanish Language
10 18 (1.81%) Games
11 13 (1.31%) Financial Institution
11 13 (1.31%) Manufacturing
12 9 (0.91%) Front Office
12 9 (0.91%) Military
13 7 (0.71%) Billing
13 7 (0.71%) Legal
13 7 (0.71%) Publishing
14 6 (0.60%) Automotive
14 6 (0.60%) Law
Job Titles
1 543 (54.74%) Architect
2 352 (35.48%) Data Architect
3 173 (17.44%) Solutions Architect
4 140 (14.11%) Developer
5 63 (6.35%) Analyst
5 63 (6.35%) Enterprise Architect
6 54 (5.44%) Enterprise Data Architect
7 49 (4.94%) Big Data Architect
8 42 (4.23%) Senior Architect
9 39 (3.93%) SOA Architect
10 36 (3.63%) Consultant
11 32 (3.23%) SQL Developer
12 31 (3.13%) Data Engineer
12 31 (3.13%) Data Manager
12 31 (3.13%) DBA
13 30 (3.02%) Data Analyst
14 27 (2.72%) C# Developer
15 26 (2.62%) Business Intelligence Analyst
15 26 (2.62%) Business Intelligence Developer
15 26 (2.62%) Senior Developer
Libraries, Frameworks & Software Standards
1 96 (9.68%) .NET
2 55 (5.54%) XML
3 45 (4.54%) HTML
4 39 (3.93%) CSS
5 34 (3.43%) Kafka
6 33 (3.33%) Web Services
7 30 (3.02%) jQuery
8 29 (2.92%) Ajax
8 29 (2.92%) ASP.NET
9 28 (2.82%) JSON
10 27 (2.72%) AngularJS
10 27 (2.72%) Middleware
11 26 (2.62%) SOAP
12 25 (2.52%) LAMP
13 20 (2.02%) REST
14 17 (1.71%) .NET Framework
15 15 (1.51%) J2EE
16 14 (1.41%) ASP.NET MVC
17 12 (1.21%) Spring
18 11 (1.11%) Node.js
Miscellaneous
1 176 (17.74%) Analytical Skills
2 134 (13.51%) Data Integration
3 115 (11.59%) Computer Science
4 87 (8.77%) Management Information System
4 87 (8.77%) Visualisation
5 48 (4.84%) Enterprise Software
6 30 (3.02%) Reference Data
7 26 (2.62%) iPad
8 25 (2.52%) Data Structures
9 22 (2.22%) Mobile App
10 21 (2.12%) Economics
11 19 (1.92%) Credit Risk
11 19 (1.92%) Internet of Things
12 15 (1.51%) Algorithms
12 15 (1.51%) Fintech
12 15 (1.51%) Mathematics
12 15 (1.51%) User Experience
13 13 (1.31%) Online Games
13 13 (1.31%) Social Media
13 13 (1.31%) Taxonomies
Operating Systems
1 40 (4.03%) Linux
2 21 (2.12%) Windows
3 15 (1.51%) Unix
4 9 (0.91%) Android
4 9 (0.91%) Apple iOS
5 5 (0.50%) Windows Server 2008
5 5 (0.50%) Windows Server 2012
6 1 (0.10%) CentOS
6 1 (0.10%) Red Hat Enterprise Linux
6 1 (0.10%) Windows Server
Processes & Methodologies
1 386 (38.91%) Data Modelling
2 337 (33.97%) Business Intelligence
3 304 (30.65%) Analytics
4 248 (25.00%) Data Management
5 243 (24.50%) ETL
6 212 (21.37%) Agile Software Development
7 153 (15.42%) CRM
8 140 (14.11%) Data Governance
9 135 (13.61%) TOGAF
10 125 (12.60%) Enterprise Architecture
11 120 (12.10%) Master Data Management
12 114 (11.49%) Migration
13 110 (11.09%) E-Commerce
14 105 (10.58%) Data Analytics
15 104 (10.48%) SOA
16 103 (10.38%) Mentoring
17 84 (8.47%) Data Migration
18 80 (8.06%) SDLC
19 76 (7.66%) Logical Data Model
20 74 (7.46%) Data Analysis
Programming Languages
1 298 (30.04%) SQL
2 115 (11.59%) Java
3 68 (6.85%) JavaScript
4 65 (6.55%) Python
5 61 (6.15%) C#
6 46 (4.64%) R
7 44 (4.44%) T-SQL
8 29 (2.92%) PHP
9 28 (2.82%) Scala
10 25 (2.52%) PowerShell
11 23 (2.32%) PL/SQL
12 18 (1.81%) VBA
13 17 (1.71%) C
14 9 (0.91%) VB.NET
15 8 (0.81%) C++
16 7 (0.71%) Shell Script
17 5 (0.50%) COBOL
17 5 (0.50%) Go
18 4 (0.40%) Perl
18 4 (0.40%) VB
Qualifications
1 160 (16.13%) Degree
2 30 (3.02%) PhD
3 25 (2.52%) Postgraduate
4 21 (2.12%) MBA
5 8 (0.81%) OCMJEA
5 8 (0.81%) Sun Certification
6 7 (0.71%) PMI Certification
7 5 (0.50%) PMP
8 4 (0.40%) CISA
8 4 (0.40%) CISM
8 4 (0.40%) CISSP
9 2 (0.20%) ISEB
9 2 (0.20%) VMware Certified Professional (VCP)
10 1 (0.10%) Avaya Certification
10 1 (0.10%) CBAP
10 1 (0.10%) Cisco Certification
10 1 (0.10%) ITIL Certification
Quality Assurance & Compliance
1 193 (19.46%) Data Quality
2 15 (1.51%) PCI DSS
2 15 (1.51%) QA
3 13 (1.31%) ISO/IEC 27001
4 12 (1.21%) MiFID
5 6 (0.60%) Basel II
6 5 (0.50%) Dodd-Frank
6 5 (0.50%) ISO20022
6 5 (0.50%) Solvency II
7 4 (0.40%) Basel III
8 2 (0.20%) COBIT
8 2 (0.20%) SEPA
8 2 (0.20%) SLA
8 2 (0.20%) TARGET2
9 1 (0.10%) Actionable Recommendations
9 1 (0.10%) EMIR
9 1 (0.10%) Sarbanes-Oxley
System Software
1 25 (2.52%) HDFS
2 16 (1.61%) Apache Flume
3 13 (1.31%) VMware ESX
3 13 (1.31%) VMware ESXi
4 5 (0.50%) Virtual Machines
5 3 (0.30%) Docker
6 2 (0.20%) Apache ZooKeeper
6 2 (0.20%) GridGain
6 2 (0.20%) VMware Infrastructure
7 1 (0.10%) Oracle RAC
Systems Management
1 13 (1.31%) SCOM
2 4 (0.40%) Oozie
3 3 (0.30%) Data Guard
3 3 (0.30%) Oracle Enterprise Manager
3 3 (0.30%) Oracle RMAN
3 3 (0.30%) Systems Management Server (SMS)
4 1 (0.10%) Cisco CUCM
4 1 (0.10%) Cisco UCCE
4 1 (0.10%) Cisco UCCX
4 1 (0.10%) Failover Clustering
4 1 (0.10%) HP Quality Center
4 1 (0.10%) Puppet
4 1 (0.10%) Tivoli
Vendors
1 196 (19.76%) Oracle
2 131 (13.21%) Microsoft
3 70 (7.06%) SAP
4 54 (5.44%) Tableau
5 51 (5.14%) Teradata
6 49 (4.94%) IBM
7 40 (4.03%) Informatica
8 27 (2.72%) hybris
9 21 (2.12%) HP
9 21 (2.12%) Talend
10 17 (1.71%) Cognos
10 17 (1.71%) Netezza
10 17 (1.71%) Salesforce.com
11 16 (1.61%) Google
11 16 (1.61%) VMware
12 15 (1.51%) EMC
13 13 (1.31%) Alteryx
13 13 (1.31%) Vertica
14 12 (1.21%) ParAccel
14 12 (1.21%) Sitecore
Redhill, Surrey
Complete Tech Limited
Salary: Up to £60,000 per annum + fantastic benefits
Posted: Yesterday
Cambridge, Cambridgeshire
X4 Group
Salary: £70k - 100k per year
Posted: 2 days ago
City, London
Understanding Recruitment
Salary: £60000 - £75000 per annum + benefits
Posted: 5 hours ago
London
Careerwise UK Limited
Salary: £70000 - £75000 per annum
Posted: 3 days ago
London
Careerwise UK Limited
Salary: £70000 - £80000 per annum + bonus + car allowance + benefits
Posted: 3 days ago
Norwich, Norfolk
Send
Salary: From £55,000 to £62,000 per annum + bonus + benefits
Posted: 2 days ago
City, London
Careerwise UK Limited
Salary: £70000 - £75000 per annum + benefits
Posted: 3 days ago
Liverpool, Merseyside
HMRC
Salary: From £48,389 to £55,501 per annum
Posted: 4 days ago
Havant, Hampshire
Sanderson
Salary: £80000.00 - £90000.00 per annum + excellent benefits
Posted: 4 days ago
Manchester, Lancashire
Opus IT Consulting
Salary: £50 - £58000 per annum + Car Allowance
Posted: 4 days ago
City, London
JM
Salary: £100000 - £120000 per annum + plus benefits and bonus package
Posted: 2 days ago
City, London
JM
Salary: £100000 - £125000 per annum + Car, Benefits and Bonus Package
Posted: 2 days ago
West Midlands
Rullion IT Plus
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 5 days ago
Nottingham, Nottinghamshire
onezeero.
Salary: £40000 - £50000 per annum + Benefits
Posted: 5 days ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £55000 - £60000 per annum + £5k Car + Bonus + 19% Pension
Posted: 3 days ago
Warwick, Warwickshire
Sanderson
Salary: £55000 - £60000 per annum + Bonus + benefits
Posted: 6 days ago
Wokingham, Berkshire
Sanderson
Salary: £55000 - £60000 per annum + Bonus + benefits
Posted: 6 days ago
Nottingham, Nottinghamshire
Experis Ltd
Posted: 2 days ago
Leeds, West Yorkshire
Calibre Search Ltd
Salary: £50000 - £60000.00 per annum
Posted: 6 days ago
Solihull, West Midlands (County)
Sanderson
Salary: £60000 - £68000 per annum + Bonus + benefits
Posted: 6 days ago
London
Engage PSG
Salary: £65000 - £75000 per annum + stock options
Posted: 3 days ago
Bristol, Avon
Sanderson
Salary: £40000.00 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 3 days ago
Buckinghamshire
HAYS INFORMATION TECHNOLOGY
Salary: £70000.00 - £80000.00 per annum + Car + Benefits
Posted: 6 days ago
West London
Optima Connections
Salary: From £65,000 to £80,000 per annum + Bonus + Benefits
Posted: 6 days ago
London
ClearCube Consulting
Salary: From £40,000 to £50,000 per annum + Benefits/Career Progression
Posted: 6 days ago
London
ClearCube Consulting
Salary: From £50,000 to £65,000 per annum
Posted: 6 days ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 6 days ago
South East London
HCA Hospitals
Salary: £35000 - £45000 per annum + Excellent bens incl. private health
Posted: 12 days ago