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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Architecture
Rank 449 488 542
Rank change year-on-year
+39 +54
Permanent jobs citing Data Architecture 523 573 506
As % of all permanent IT jobs located in the UK 0.58% 0.54% 0.45%
As % of the Processes & Methodologies category 0.66% 0.62% 0.52%
Number of salaries quoted 404 478 388
Median salary £70,000 £67,500 £62,500
Median salary % change year-on-year
+3.70% +8.00%
90% offered a salary of more than £45,000 £50,000 £43,200
10% offered a salary of more than £95,000 £88,000 £85,000
UK excluding London median salary £61,000 £61,250 £55,000
% change year-on-year
-0.40% +11.36%

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
78947 92968 97230
As % of all permanent IT jobs located in the UK 88.06% 87.55% 85.71%
Number of salaries quoted 65078 76746 79953
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 £31,426
10% offered a salary of more than £77,500 £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 9 December 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 9 December 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 +24 503 £70,000 +3.70% 39
London +45 282 £75,000 - 23
South East +39 88 £67,500 +8.00% 3
East of England +36 50 £60,000 -17.24% 5
City of London +26 38 £75,000 +1.69% 7
North West +1 32 £55,000 -15.38% 1
Surrey +30 30 £67,500 +8.00%
South West +12 22 £52,500 +16.66% 2
Essex +33 21 £55,000 -35.29%
Berkshire +31 21 £75,000 +15.38%
Reading +43 20 - -
West Sussex +35 17 £67,500 +35.00%
Manchester -2 17 £55,000 -15.38% 1
Colchester - 17 £47,000 -
Scotland +34 15 £71,500 +19.16% 1
Hertfordshire -2 15 £80,000 +12.28% 1
West Midlands -13 15 £46,000 -16.36% 2
Reigate - 11 £72,500 -
Buckinghamshire +24 10 £65,000 -18.75% 2
Merseyside -8 10 £35,000 -
Yorkshire +18 9 £55,000 +4.76% 1
Gloucestershire -13 9 £45,000 -26.82% 1
Crawley - 9 £60,000 -
East Midlands +6 8 £50,000 -4.76% 2
Liverpool -13 8 £35,000 -
Walton-on-Thames - 8 £47,500 -
High Wycombe - 8 £65,000 - 1
Rochdale - 8 £55,000 - 1
Glasgow - 8 £55,000 -
Brighton +31 7 £70,000 +16.66%

Data Architecture
Top 30 Related IT Skills

For the 6 months to 9 December 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.

1 397 (36.79%) Data Modelling
2 393 (36.42%) Finance
3 371 (34.38%) Business Intelligence
4 337 (31.23%) Data Warehouse
5 335 (31.05%) Analytics
6 306 (28.36%) ETL
7 304 (28.17%) Data Management
8 279 (25.86%) Big Data
9 278 (25.76%) SQL
10 224 (20.76%) Oracle
11 218 (20.20%) Agile Software Development
12 215 (19.93%) Data Quality
13 190 (17.61%) Hadoop
13 190 (17.61%) SQL Server
14 189 (17.52%) Analytical Skills
15 183 (16.96%) Degree
16 176 (16.31%) Data Governance
17 171 (15.85%) Data Integration
18 149 (13.81%) Master Data Management
19 147 (13.62%) TOGAF
20 135 (12.51%) SOA
21 133 (12.33%) Banking
22 132 (12.23%) Microsoft
23 131 (12.14%) Data Analytics
24 129 (11.96%) NoSQL
24 129 (11.96%) Retail
25 127 (11.77%) CRM
26 124 (11.49%) Enterprise Architecture
27 120 (11.12%) Java
28 111 (10.29%) Computer Science

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 65 (6.02%) Apache Spark
2 39 (3.61%) SAS
3 37 (3.43%) Elasticsearch
4 23 (2.13%) Oracle SOA Suite
5 22 (2.04%) Apache
5 22 (2.04%) CMS
6 21 (1.95%) SharePoint
7 18 (1.67%) Apache Pig
8 8 (0.74%) Documentum
9 7 (0.65%) Adobe Experience Manager
10 6 (0.56%) Oracle Workflow
11 5 (0.46%) IIS
12 4 (0.37%) Apache Solr
13 3 (0.28%) BizTalk Server
13 3 (0.28%) Confluence
13 3 (0.28%) GlassFish
14 2 (0.19%) OpenStack
14 2 (0.19%) Sitecore CMS
14 2 (0.19%) Skype for Business
14 2 (0.19%) SugarCRM
Applications
1 79 (7.32%) MS Excel
2 41 (3.80%) MS Office
3 16 (1.48%) MS PowerPoint
4 9 (0.83%) SPSS
5 4 (0.37%) Gephi
6 3 (0.28%) Mathematica
7 2 (0.19%) MS Visio
8 1 (0.093%) Photoshop
8 1 (0.093%) Spreadsheet
8 1 (0.093%) Windchill
Business Applications
1 27 (2.50%) SAP MDM
2 25 (2.32%) SAP ERP
3 23 (2.13%) SAP ECC
3 23 (2.13%) SAP hybris
4 21 (1.95%) SAP HR
5 20 (1.85%) Dynamics CRM
6 14 (1.30%) Oracle EBS
7 10 (0.93%) Markit EDM
8 8 (0.74%) Dynamics AX
8 8 (0.74%) Eagle PACE
9 7 (0.65%) SAP CRM
10 5 (0.46%) Oracle EBS R12
10 5 (0.46%) Salesforce.com CRM
11 4 (0.37%) WebTrends
12 3 (0.28%) Oracle ERP
12 3 (0.28%) Oracle Payables
12 3 (0.28%) Oracle Retail
13 2 (0.19%) FastStats
13 2 (0.19%) IBM Operational Decision Manager
13 2 (0.19%) SAP Oil and Gas
Cloud Services
1 94 (8.71%) Amazon AWS
2 30 (2.78%) Amazon S3
3 29 (2.69%) Microsoft Azure
4 26 (2.41%) SaaS
5 17 (1.58%) Amazon EC2
6 14 (1.30%) iPaaS
7 13 (1.20%) Amazon EMR
8 12 (1.11%) PaaS
9 11 (1.02%) Google Cloud Platform
10 9 (0.83%) IaaS
11 8 (0.74%) Cloud Computing
12 7 (0.65%) Yammer
13 5 (0.46%) GitHub
14 4 (0.37%) Google Analytics
15 2 (0.19%) Adobe Analytics
15 2 (0.19%) Amazon SQS
15 2 (0.19%) AWS Lambda
16 1 (0.093%) IBM Cloud
16 1 (0.093%) Office 365
16 1 (0.093%) SoftLayer
Communications & Networking
1 78 (7.23%) Internet
2 19 (1.76%) Firewall
3 18 (1.67%) SAN
4 16 (1.48%) DNS
4 16 (1.48%) NAS
5 8 (0.74%) SSL
6 6 (0.56%) Broadband
7 5 (0.46%) Intranet
8 4 (0.37%) Skype
9 3 (0.28%) LAN
9 3 (0.28%) SMS
9 3 (0.28%) VoIP
10 1 (0.093%) CTI
10 1 (0.093%) Extranet
10 1 (0.093%) FTP
10 1 (0.093%) H.323
10 1 (0.093%) MGCP
10 1 (0.093%) PPP
10 1 (0.093%) TCP/IP
10 1 (0.093%) WAN
Database & Business Intelligence
1 337 (31.23%) Data Warehouse
2 279 (25.86%) Big Data
3 190 (17.61%) Hadoop
3 190 (17.61%) SQL Server
4 129 (11.96%) NoSQL
5 107 (9.92%) Relational Database
6 94 (8.71%) SQL Server Integration Services
7 77 (7.14%) SQL Server Reporting Services
8 65 (6.02%) Amazon Redshift
9 62 (5.75%) RDBMS
10 53 (4.91%) SQL Server Analysis Services
11 51 (4.73%) BusinessObjects
12 47 (4.36%) Apache Hive
13 43 (3.99%) GIS
14 41 (3.80%) OLAP
15 39 (3.61%) QlikView
16 32 (2.97%) MySQL
17 30 (2.78%) SQL Server 2008
18 28 (2.59%) MongoDB
19 27 (2.50%) Oracle OLAP
Development Applications
1 54 (5.00%) ERwin
2 23 (2.13%) Team Foundation Server
3 20 (1.85%) Talend Open Studio
4 14 (1.30%) Subversion
5 12 (1.11%) Git (software)
6 9 (0.83%) Eclipse
7 7 (0.65%) Visual Studio
8 6 (0.56%) MagicDraw
8 6 (0.56%) XMLSpy
9 5 (0.46%) TeamCity
10 4 (0.37%) JIRA
10 4 (0.37%) Octopus Deploy
10 4 (0.37%) Visual Studio Team System
11 3 (0.28%) Ant
11 3 (0.28%) Maven
12 1 (0.093%) Jenkins
12 1 (0.093%) JUnit
12 1 (0.093%) Oracle Forms
12 1 (0.093%) PowerBuilder
12 1 (0.093%) TestNG
General
1 393 (36.42%) Finance
2 133 (12.33%) Banking
3 129 (11.96%) Retail
4 80 (7.41%) Marketing
5 57 (5.28%) Telecoms
6 47 (4.36%) Investment Banking
7 34 (3.15%) Back Office
8 27 (2.50%) Games
9 25 (2.32%) Manufacturing
10 20 (1.85%) Advertising
11 19 (1.76%) Mandarin Language
11 19 (1.76%) Spanish Language
12 12 (1.11%) Financial Institution
13 11 (1.02%) Front Office
13 11 (1.02%) Military
13 11 (1.02%) Pharmaceutical
14 9 (0.83%) Legal
15 8 (0.74%) Publishing
16 7 (0.65%) Billing
17 6 (0.56%) Retail Banking
Job Titles
1 618 (57.28%) Architect
2 413 (38.28%) Data Architect
3 181 (16.77%) Solutions Architect
4 116 (10.75%) Developer
5 66 (6.12%) Analyst
6 63 (5.84%) Enterprise Architect
7 61 (5.65%) Big Data Architect
8 57 (5.28%) Senior Architect
9 50 (4.63%) SOA Architect
10 45 (4.17%) Enterprise Data Architect
11 38 (3.52%) Consultant
11 38 (3.52%) ETL Architect
12 33 (3.06%) DBA
13 32 (2.97%) Lead Architect
14 30 (2.78%) Head of Architecture
14 30 (2.78%) Head of Data Architecture
15 29 (2.69%) Data Analyst
16 28 (2.59%) SQL Developer
17 27 (2.50%) Data Manager
18 26 (2.41%) SQL DBA
Libraries, Frameworks & Software Standards
1 69 (6.39%) .NET
2 55 (5.10%) XML
3 42 (3.89%) HTML
4 39 (3.61%) Web Services
5 36 (3.34%) CSS
6 31 (2.87%) Middleware
7 29 (2.69%) JSON
8 24 (2.22%) jQuery
8 24 (2.22%) Kafka
8 24 (2.22%) REST
9 20 (1.85%) SOAP
10 18 (1.67%) ASP.NET
10 18 (1.67%) Spring
11 14 (1.30%) AngularJS
12 13 (1.20%) Oracle Fusion
13 12 (1.11%) Ajax
13 12 (1.11%) LAMP
14 11 (1.02%) Hibernate
15 10 (0.93%) RESTful
15 10 (0.93%) XSD
Miscellaneous
1 189 (17.52%) Analytical Skills
2 171 (15.85%) Data Integration
3 111 (10.29%) Computer Science
4 101 (9.36%) Management Information System
5 96 (8.90%) Visualisation
6 47 (4.36%) Enterprise Software
7 33 (3.06%) Reference Data
8 26 (2.41%) Data Structures
9 25 (2.32%) Internet of Things
10 23 (2.13%) Taxonomies
11 20 (1.85%) Credit Risk
11 20 (1.85%) Economics
12 18 (1.67%) User Experience
13 17 (1.58%) iPad
13 17 (1.58%) Mobile App
14 15 (1.39%) Algorithms
14 15 (1.39%) Ontologies
15 13 (1.20%) Fintech
15 13 (1.20%) Online Games
16 10 (0.93%) Mathematics
Operating Systems
1 26 (2.41%) Linux
2 23 (2.13%) Windows
3 12 (1.11%) Unix
4 7 (0.65%) Android
4 7 (0.65%) Apple iOS
5 5 (0.46%) Windows Server 2008
5 5 (0.46%) Windows Server 2012
6 1 (0.093%) CentOS
6 1 (0.093%) Red Hat Enterprise Linux
6 1 (0.093%) Windows Server
Processes & Methodologies
1 397 (36.79%) Data Modelling
2 371 (34.38%) Business Intelligence
3 335 (31.05%) Analytics
4 306 (28.36%) ETL
5 304 (28.17%) Data Management
6 218 (20.20%) Agile Software Development
7 176 (16.31%) Data Governance
8 149 (13.81%) Master Data Management
9 147 (13.62%) TOGAF
10 135 (12.51%) SOA
11 131 (12.14%) Data Analytics
12 127 (11.77%) CRM
13 124 (11.49%) Enterprise Architecture
14 108 (10.01%) Migration
15 105 (9.73%) E-Commerce
16 98 (9.08%) SDLC
17 91 (8.43%) Information Architecture
18 87 (8.06%) Logical Data Model
18 87 (8.06%) Mentoring
19 81 (7.51%) Data Migration
Programming Languages
1 278 (25.76%) SQL
2 120 (11.12%) Java
3 59 (5.47%) JavaScript
3 59 (5.47%) Python
4 45 (4.17%) C#
5 39 (3.61%) T-SQL
6 30 (2.78%) PHP
7 28 (2.59%) PL/SQL
7 28 (2.59%) R
8 24 (2.22%) Scala
9 22 (2.04%) PowerShell
10 15 (1.39%) C
11 14 (1.30%) VBA
12 13 (1.20%) Shell Script
13 10 (0.93%) C++
13 10 (0.93%) Perl
14 9 (0.83%) VB.NET
15 7 (0.65%) COBOL
16 5 (0.46%) Go
17 4 (0.37%) Clojure
Qualifications
1 183 (16.96%) Degree
2 20 (1.85%) MBA
3 16 (1.48%) PMI Certification
4 15 (1.39%) PhD
4 15 (1.39%) Postgraduate
5 10 (0.93%) PMP
6 7 (0.65%) CISA
6 7 (0.65%) CISM
6 7 (0.65%) CISSP
7 5 (0.46%) Oracle Certification
7 5 (0.46%) PRINCE2 Certification
8 2 (0.19%) Chartered Engineer
8 2 (0.19%) MBCS
8 2 (0.19%) OCMJEA
8 2 (0.19%) Sun Certification
8 2 (0.19%) VMware Certified Professional (VCP)
9 1 (0.093%) Avaya Certification
9 1 (0.093%) CBAP
9 1 (0.093%) ITIL Certification
9 1 (0.093%) MCITP
Quality Assurance & Compliance
1 215 (19.93%) Data Quality
2 23 (2.13%) QA
3 21 (1.95%) PCI DSS
4 18 (1.67%) ISO/IEC 27001
5 12 (1.11%) MiFID
6 6 (0.56%) Basel II
7 5 (0.46%) Dodd-Frank
7 5 (0.46%) ISO20022
7 5 (0.46%) Solvency II
8 4 (0.37%) Basel III
9 2 (0.19%) Actionable Recommendations
9 2 (0.19%) COBIT
9 2 (0.19%) ISO 9001
9 2 (0.19%) SLA
10 1 (0.093%) EMIR
10 1 (0.093%) Sarbanes-Oxley
10 1 (0.093%) SEPA
10 1 (0.093%) TARGET2
System Software
1 20 (1.85%) HDFS
2 16 (1.48%) VMware ESX
2 16 (1.48%) VMware ESXi
3 13 (1.20%) Apache Flume
4 5 (0.46%) Virtual Machines
5 2 (0.19%) Apache ZooKeeper
5 2 (0.19%) Docker
5 2 (0.19%) GridGain
5 2 (0.19%) VMware Infrastructure
6 1 (0.093%) Oracle RAC
Systems Management
1 16 (1.48%) SCOM
2 3 (0.28%) Data Guard
2 3 (0.28%) Oozie
2 3 (0.28%) Oracle Enterprise Manager
2 3 (0.28%) Oracle RMAN
2 3 (0.28%) Systems Management Server (SMS)
3 2 (0.19%) Tivoli
4 1 (0.093%) Cisco CUCM
4 1 (0.093%) Cisco UCCE
4 1 (0.093%) Cisco UCCX
4 1 (0.093%) HP Quality Center
4 1 (0.093%) Puppet
Vendors
1 224 (20.76%) Oracle
2 132 (12.23%) Microsoft
3 84 (7.78%) SAP
4 79 (7.32%) Tableau
5 55 (5.10%) IBM
6 53 (4.91%) Informatica
7 44 (4.08%) Teradata
8 26 (2.41%) hybris
9 25 (2.32%) Google
10 20 (1.85%) HP
10 20 (1.85%) Talend
11 19 (1.76%) Cognos
11 19 (1.76%) Salesforce.com
11 19 (1.76%) VMware
12 18 (1.67%) Cloudera
13 16 (1.48%) EMC
13 16 (1.48%) Netezza
14 15 (1.39%) Vertica
15 12 (1.11%) ParAccel
16 11 (1.02%) Actimize
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £90000 per annum
Posted: 19 hours ago
West London
Third Republic Ltd
Salary: Up to £85,000 per annum
Posted: Yesterday
Ipswich, Suffolk
Send
Salary: From £55,000 to £62,000 per annum + bonus + benefits
Posted: Yesterday
Norwich, Norfolk
Send
Salary: From £55,000 to £62,000 per annum + bonus + benefits
Posted: Yesterday
Warwickshire
Computer People
Salary: £60000 - £65000 per annum
Posted: 2 days ago
Nottingham, Nottinghamshire
Gala Leisure (Gala Bingo)
Salary: £50,000 per annum
Posted: 20 hours ago
London
Networkers
Salary: £60000 - £70000 per annum + Excellent Benefits Package
Posted: 22 hours ago
City, London
Adteq
Salary: From £85,000 to £110,000 per annum Base to £100k plus allowance plus b
Posted: 2 days ago
London
Informatiq Consulting
Salary: £60000 - £80000 per annum + car allowance, pension
Posted: 3 days ago
Norwich, Norfolk
Reed Technology
Salary: £40000 - £45000 per annum
Posted: 2 days ago
United Kingdom
Capgemini UK
Posted: 4 days ago
London
Optima Connections
Salary: From £65,000 to £80,000 per annum + Bonus + Benefits
Posted: Yesterday
London
Coal IT Services
Salary: From £70,000 to £82,000 per annum + Bonus + Excellent Benefits
Posted: Yesterday
London
onezeero.
Salary: £70000 - £82000 per annum + bonus + package
Posted: 2 days ago
City, London
Sopra Steria Recruitment
Salary: From £65,000 to £65,000 per annum
Posted: 4 days ago
Loughborough, Leicestershire
1st Choice Computer Appointments Ltd
Salary: From £40,000 to £50,000 per annum
Posted: Yesterday
Basingstoke, Hampshire
1st Choice Computer Appointments Ltd
Salary: From £40,000 to £50,000 per annum
Posted: Yesterday
Harpenden, Hertfordshire
1st Choice Computer Appointments Ltd
Salary: From £40,000 to £50,000 per annum
Posted: Yesterday
London
Coburg Banks IT
Salary: £80000 - £90000 per annum + 15% Bonus plus excellent benefits
Posted: 2 days ago
London
McGregor Boyall
Salary: £80000 - £95000 per annum
Posted: 4 days ago
City, London
Michael Page International
Salary: £50000 - £55000 per annum + benefits
Posted: 5 days ago
London
Ampersand Consulting
Salary: £75000 per annum + Fantastic Benefits
Posted: 7 days ago
London
TEKsystems
Salary: £50000 - £65000 per annum + Package
Posted: 6 days ago
London
Churchill Frank
Salary: £70000 - £100000 per annum + bonus, benefits, pension
Posted: 10 days ago
Cambridge, Cambridgeshire
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum
Posted: 2 days ago
Stoke-On-Trent, Staffordshire
Evolution Recruitment Solutions
Salary: Excellent Salary and Benefits - please contact for details
Posted: 4 days ago
City, London
JM
Salary: £100000 - £120000 per annum + plus benefits and bonus package
Posted: 6 days ago
City, London
JM
Salary: £100000 - £125000 per annum + Competitive Benefits/Bonus Package
Posted: 6 days ago
London
Asgard ERP Limited
Salary: Up to £70,000 per annum (£85k package inc Bonus & Benefits)
Posted: 2 days ago
Edinburgh
Churchill Frank
Salary: £65000 - £85000 per annum + Bonus & Benefits
Posted: 23 days ago