The table below looks at the statistics for Data Architecture skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Data Architecture over the 3 months to 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Data Architecture
Rank 457 451 521
Rank change year-on-year
-6 +70
Permanent jobs citing Data Architecture 514 578 505
As % of all permanent IT jobs located in England 0.56% 0.58% 0.47%
As % of the Processes & Methodologies category 0.64% 0.66% 0.55%
Number of salaries quoted 407 414 382
Median salary £72,500 £67,500 £67,500
Median salary % change year-on-year
+7.40% -
90% offered a salary of more than £47,500 £45,000 £45,000
10% offered a salary of more than £100,000 £90,000 £90,000
UK excluding London median salary £57,500 £57,500 £60,000
% change year-on-year
- -4.16%
Data Architecture
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
80742 87896 91445
As % of all permanent IT jobs located in England 88.09% 87.49% 85.39%
Number of salaries quoted 68230 73139 73638
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £80,000 £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 in England

The demand trend of job ads across the England region citing Data Architecture as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Architecture Jobs Demand Trend in England

Data Architecture
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Architecture across the England region.

Data Architecture Salary Trend in England

Data Architecture
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Architecture across the England region over the 3 months to 30 August 2016.

Data Architecture Salary Histogram in England

Data Architecture
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the England region over the 3 months to 30 August 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
London +36 321 £77,500 +3.33% 25
South East -5 95 £57,500 - 2
North West +24 30 £55,000 - 4
Yorkshire +10 17 £80,000 +33.33%
East of England +34 14 £85,000 +88.88%
West Midlands -25 13 £52,606 -4.35% 1
East Midlands +6 12 £44,000 -13.72% 3
South West +1 9 £30,000 -33.33%
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 30 August 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 across the England region with a requirement for Data Architecture.

1 400 (39.49%) Data Warehouse
2 399 (39.39%) Business Intelligence
3 358 (35.34%) Data Modelling
4 326 (32.18%) Finance
5 318 (31.39%) ETL
6 300 (29.62%) Data Management
7 298 (29.42%) SQL
8 295 (29.12%) Analytics
9 272 (26.85%) Big Data
10 237 (23.40%) Agile Software Development
11 229 (22.61%) SQL Server
12 200 (19.74%) Oracle
13 195 (19.25%) Analytical Skills
14 189 (18.66%) Data Quality
15 181 (17.87%) Data Governance
16 172 (16.98%) Data Integration
16 172 (16.98%) Hadoop
17 168 (16.58%) Microsoft
18 159 (15.70%) SDLC
19 158 (15.60%) Management Information System
20 141 (13.92%) TOGAF
20 141 (13.92%) Degree
21 139 (13.72%) Data Analytics
22 135 (13.33%) SOA
23 115 (11.35%) Enterprise Architecture
24 114 (11.25%) Stakeholder Management
25 108 (10.66%) NoSQL
26 106 (10.46%) Java
27 102 (10.07%) Master Data Management
28 99 (9.77%) SQL Server Integration Services

Data Architecture
Top Related IT Skills in England 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 64 (6.32%) SAS
2 59 (5.82%) Apache Spark
3 33 (3.26%) Elasticsearch
4 30 (2.96%) SharePoint
5 26 (2.57%) Apache
6 9 (0.89%) Apache Pig
7 6 (0.59%) Apache Solr
7 6 (0.59%) CMS
8 5 (0.49%) Adobe Experience Manager
8 5 (0.49%) BizTalk Server
8 5 (0.49%) SharePoint 2010
9 4 (0.39%) SharePoint 2013
10 3 (0.30%) GlassFish
11 2 (0.20%) Confluence
11 2 (0.20%) Documentum
12 1 (0.099%) Alfresco
12 1 (0.099%) Exchange Server 2010
12 1 (0.099%) Exchange Server 2013
12 1 (0.099%) MS Exchange
12 1 (0.099%) WebSphere Application Server
Applications
1 68 (6.71%) MS Excel
2 37 (3.65%) MS Office
3 14 (1.38%) MS Visio
4 10 (0.99%) MS PowerPoint
5 4 (0.39%) Gephi
5 4 (0.39%) InfoPath
5 4 (0.39%) MS Project
6 2 (0.20%) SPSS
7 1 (0.099%) Mathematica
Business Applications
1 19 (1.88%) Markit EDM
2 15 (1.48%) SAP MDM
3 14 (1.38%) Dynamics CRM
4 11 (1.09%) Dynamics AX
5 10 (0.99%) SAP ECC
5 10 (0.99%) SAP ERP
5 10 (0.99%) SAP HR
5 10 (0.99%) SAP hybris
6 9 (0.89%) Oracle EBS
6 9 (0.89%) SAP Oil and Gas
7 5 (0.49%) Oracle EBS R12
8 4 (0.39%) Eagle PACE
8 4 (0.39%) Maximo
8 4 (0.39%) Oracle ERP
8 4 (0.39%) WebTrends
9 2 (0.20%) Oracle Financials
9 2 (0.20%) Oracle Retail
9 2 (0.20%) Salesforce.com CRM
9 2 (0.20%) SAP BPC
10 1 (0.099%) IBM Operational Decision Manager
Cloud Services
1 67 (6.61%) Amazon AWS
2 25 (2.47%) Cloud Computing
3 22 (2.17%) Microsoft Azure
4 14 (1.38%) SaaS
5 13 (1.28%) Amazon S3
6 11 (1.09%) Google Cloud Platform
7 10 (0.99%) Amazon EC2
7 10 (0.99%) PaaS
8 9 (0.89%) iPaaS
9 6 (0.59%) IaaS
10 4 (0.39%) Amazon EMR
10 4 (0.39%) GitHub
11 2 (0.20%) IBM Cloud
11 2 (0.20%) Office 365
12 1 (0.099%) Adobe Analytics
12 1 (0.099%) Amazon SQS
12 1 (0.099%) Google Analytics
12 1 (0.099%) SoftLayer
Communications & Networking
1 39 (3.85%) Internet
2 7 (0.69%) DNS
2 7 (0.69%) Firewall
2 7 (0.69%) NAS
2 7 (0.69%) SAN
3 4 (0.39%) Broadband
4 3 (0.30%) PPP
5 1 (0.099%) CTI
5 1 (0.099%) Extranet
5 1 (0.099%) Intranet
5 1 (0.099%) LAN
5 1 (0.099%) PuTTY
5 1 (0.099%) SMS
5 1 (0.099%) SSH
5 1 (0.099%) Telnet
5 1 (0.099%) WAN
Database & Business Intelligence
1 400 (39.49%) Data Warehouse
2 272 (26.85%) Big Data
3 229 (22.61%) SQL Server
4 172 (16.98%) Hadoop
5 108 (10.66%) NoSQL
6 99 (9.77%) SQL Server Integration Services
7 95 (9.38%) SQL Server Reporting Services
8 66 (6.52%) BusinessObjects
9 62 (6.12%) Relational Database
10 54 (5.33%) MySQL
11 53 (5.23%) SQL Server 2008
12 49 (4.84%) SQL Server Analysis Services
13 43 (4.24%) QlikView
14 39 (3.85%) OLAP
15 38 (3.75%) Amazon Redshift
16 35 (3.46%) Apache Hive
17 34 (3.36%) RDBMS
18 32 (3.16%) Star Schema
19 29 (2.86%) Data Mining
19 29 (2.86%) Enterprise Data Warehouse
Development Applications
1 25 (2.47%) ERwin
2 18 (1.78%) Team Foundation Server
3 11 (1.09%) JIRA
4 10 (0.99%) Subversion
5 9 (0.89%) PowerDesigner
6 6 (0.59%) Talend Open Studio
6 6 (0.59%) Visual Studio
7 4 (0.39%) Eclipse
7 4 (0.39%) SQL Server Management Studio (SSMS)
7 4 (0.39%) VSS/SourceSafe
8 3 (0.30%) Ant
8 3 (0.30%) Maven
9 2 (0.20%) Cucumber
9 2 (0.20%) Git (software)
9 2 (0.20%) JUnit
9 2 (0.20%) Mockito
9 2 (0.20%) TestNG
10 1 (0.099%) Octopus Deploy
10 1 (0.099%) Ranorex
10 1 (0.099%) TeamCity
General
1 326 (32.18%) Finance
2 98 (9.67%) Retail
3 74 (7.31%) Banking
4 52 (5.13%) Marketing
5 41 (4.05%) Manufacturing
6 35 (3.46%) Back Office
7 33 (3.26%) Telecoms
8 32 (3.16%) Legal
9 27 (2.67%) Investment Banking
10 21 (2.07%) Front Office
11 15 (1.48%) Pharmaceutical
12 13 (1.28%) Games
13 11 (1.09%) Advertising
14 9 (0.89%) Electronics
14 9 (0.89%) Military
15 7 (0.69%) Publishing
16 6 (0.59%) Law
17 3 (0.30%) Local Government
18 2 (0.20%) Corporate Banking
19 1 (0.099%) Retail Banking
Job Titles
1 508 (50.15%) Architect
2 374 (36.92%) Data Architect
3 162 (15.99%) Developer
4 89 (8.79%) Solutions Architect
5 79 (7.80%) Analyst
6 52 (5.13%) Enterprise Architect
7 51 (5.03%) Big Data Architect
8 44 (4.34%) SOA Architect
9 43 (4.24%) Senior Architect
10 40 (3.95%) Information Architect
10 40 (3.95%) Senior Developer
11 38 (3.75%) SQL Developer
12 37 (3.65%) Data Manager
13 36 (3.55%) ETL Architect
14 35 (3.46%) Java Developer
15 31 (3.06%) Business Analyst
15 31 (3.06%) Enterprise Data Architect
16 30 (2.96%) Lead Architect
17 28 (2.76%) Data Analyst
18 27 (2.67%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 52 (5.13%) .NET
2 50 (4.94%) HTML
3 47 (4.64%) Web Services
4 45 (4.44%) CSS
5 42 (4.15%) XML
6 32 (3.16%) MDX
7 31 (3.06%) Spring
8 22 (2.17%) RESTful
9 21 (2.07%) ASP.NET
10 20 (1.97%) jQuery
11 19 (1.88%) Middleware
11 19 (1.88%) XSD
12 18 (1.78%) JSON
13 17 (1.68%) .NET Framework
14 16 (1.58%) REST
14 16 (1.58%) WS-I
15 15 (1.48%) SOAP
15 15 (1.48%) WSDL
16 13 (1.28%) Doctrine
16 13 (1.28%) LAMP
Miscellaneous
1 195 (19.25%) Analytical Skills
2 172 (16.98%) Data Integration
3 158 (15.60%) Management Information System
4 95 (9.38%) Computer Science
5 81 (8.00%) Visualisation
6 75 (7.40%) Data Structures
7 37 (3.65%) Algorithms
8 27 (2.67%) Internet of Things
9 24 (2.37%) Enterprise Software
9 24 (2.37%) Taxonomies
10 16 (1.58%) User Experience
11 13 (1.28%) Data Protection Act
11 13 (1.28%) Fixed Income
12 12 (1.18%) Derivative
12 12 (1.18%) Microsoft Licensing
12 12 (1.18%) Replication
12 12 (1.18%) Virtual Team
13 11 (1.09%) Data Centre
13 11 (1.09%) Life Science
13 11 (1.09%) Mathematics
Operating Systems
1 27 (2.67%) Linux
2 26 (2.57%) Unix
3 24 (2.37%) Windows
4 7 (0.69%) Windows Server
5 6 (0.59%) Windows Server 2008
6 4 (0.39%) Windows Server 2012
7 1 (0.099%) Android
7 1 (0.099%) Apple iOS
7 1 (0.099%) Windows 7
7 1 (0.099%) Windows 8
Processes & Methodologies
1 399 (39.39%) Business Intelligence
2 358 (35.34%) Data Modelling
3 318 (31.39%) ETL
4 300 (29.62%) Data Management
5 295 (29.12%) Analytics
6 237 (23.40%) Agile Software Development
7 181 (17.87%) Data Governance
8 159 (15.70%) SDLC
9 141 (13.92%) TOGAF
10 139 (13.72%) Data Analytics
11 135 (13.33%) SOA
12 115 (11.35%) Enterprise Architecture
13 114 (11.25%) Stakeholder Management
14 102 (10.07%) Master Data Management
15 96 (9.48%) Data Analysis
16 85 (8.39%) UML
17 84 (8.29%) Information Architecture
18 81 (8.00%) Migration
19 72 (7.11%) Mentoring
20 68 (6.71%) CRM
Programming Languages
1 298 (29.42%) SQL
2 106 (10.46%) Java
3 75 (7.40%) T-SQL
4 67 (6.61%) Python
5 57 (5.63%) C#
6 45 (4.44%) JavaScript
7 33 (3.26%) PL/SQL
8 29 (2.86%) R
9 27 (2.67%) PHP
10 21 (2.07%) Groovy
11 17 (1.68%) VB.NET
12 15 (1.48%) Scala
13 14 (1.38%) PowerShell
14 10 (0.99%) C++
15 8 (0.79%) COBOL
16 6 (0.59%) C
16 6 (0.59%) VBA
17 5 (0.49%) Clojure
18 4 (0.39%) Ruby
18 4 (0.39%) Shell Script
Qualifications
1 141 (13.92%) Degree
2 14 (1.38%) PRINCE2 Certification
3 12 (1.18%) PMI Certification
4 10 (0.99%) Security Cleared
5 9 (0.89%) DV Cleared
6 8 (0.79%) CISM
6 8 (0.79%) CISSP
7 7 (0.69%) CISA
7 7 (0.69%) MBA
8 6 (0.59%) PMP
9 5 (0.49%) Microsoft Certification
9 5 (0.49%) Oracle Certification
9 5 (0.49%) SAS Certification
10 4 (0.39%) SC Cleared
11 3 (0.30%) PhD
12 2 (0.20%) Chartered Engineer
12 2 (0.20%) MBCS
13 1 (0.099%) CBAP
13 1 (0.099%) ISTQB
13 1 (0.099%) MCITP
Quality Assurance & Compliance
1 189 (18.66%) Data Quality
2 56 (5.53%) QA
3 13 (1.28%) PCI DSS
4 12 (1.18%) ISO/IEC 27001
5 8 (0.79%) COBIT
6 7 (0.69%) SLA
7 5 (0.49%) ISO 9001
8 2 (0.20%) Sarbanes-Oxley
8 2 (0.20%) SEPA
9 1 (0.099%) Actionable Recommendations
9 1 (0.099%) Basel III
9 1 (0.099%) Dodd-Frank
9 1 (0.099%) EMIR
9 1 (0.099%) FATCA
9 1 (0.099%) MiFID
System Software
1 21 (2.07%) HDFS
2 7 (0.69%) VMware ESX
2 7 (0.69%) VMware ESXi
3 2 (0.20%) Apache Flume
3 2 (0.20%) Virtual Machines
4 1 (0.099%) Apache ZooKeeper
4 1 (0.099%) Oracle RAC
Systems Management
1 7 (0.69%) SCOM
2 5 (0.49%) Tivoli
3 4 (0.39%) Hadoop YARN
4 3 (0.30%) Oozie
5 2 (0.20%) Opscode Chef
5 2 (0.20%) Puppet
6 1 (0.099%) Kibana
6 1 (0.099%) Mesos
Vendors
1 200 (19.74%) Oracle
2 168 (16.58%) Microsoft
3 98 (9.67%) Tableau
4 83 (8.19%) SAP
5 45 (4.44%) Informatica
6 43 (4.24%) IBM
7 37 (3.65%) Teradata
8 30 (2.96%) Cloudera
9 23 (2.27%) Ab Initio
9 23 (2.27%) Netezza
10 17 (1.68%) Salesforce.com
11 14 (1.38%) Google
12 13 (1.28%) Zend
13 10 (0.99%) Cognos
13 10 (0.99%) hybris
14 9 (0.89%) Actimize
14 9 (0.89%) VMware
15 8 (0.79%) Hortonworks
16 7 (0.69%) MapR
16 7 (0.69%) Vertica
City, London
Parallel Consulting
Salary: £60000 - £65000 per annum + excellent benefits
Posted: 11 hours ago
South West London
Energon People
Salary: £100000.00 - £130000.00 per annum + benefits + bonus
Posted: 6 hours ago
West London
Optima Connections
Salary: From £65,000 to £85,000 per annum + Bonus + Benefits
Posted: 11 hours ago
London
Mason Frank International
Salary: £65000 - £70000 per annum
Posted: 3 hours ago
Rochdale, Lancashire
Zen Internet Ltd
Salary: From £50,000 to £60,000 per annum depending on experience + benefits
Posted: 5 hours ago
City, London
Networking People
Salary: £65000 - £85000 per annum + Share Options + Generous Benefits
Posted: 2 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £70000.00 - £72000.00 per annum
Posted: 4 days ago
London
Harvey Nash plc
Salary: £80000 - £85000 per annum + Bonus & Excellent Package
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: Up to £95k
Posted: 6 days ago
Newbury, Berkshire
EXCELerate
Salary: Up to £55,000 per annum
Posted: 12 hours ago
Radbroke (Manchester)
Cognizant Technology Solutions
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £85,000 - £95,000
Posted: 6 days ago
London
Lawrence Harvey Enterprise
Salary: £50000.00 - £85000.00 per annum + bonus + benefits
Posted: 6 days ago
London
Harrington Starr
Posted: 5 days ago
London
Cititec Associates Limited
Posted: 7 days ago
Leicester, Leicestershire
Senitor Associates
Salary: £38000 - £50000 per annum + Great Benefits + Company + BONUS
Posted: 4 days ago
Central London / West End
Storm Global Analytics
Salary: Unspecified
Posted: 6 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 12 days ago
Derbyshire
Hays Specialist Recruitment Ltd
Salary: £60000.00 - £80000.00 per annum
Posted: 21 days ago
West Midlands
Lawrence Harvey
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: 21 days ago
Leicester, Leicestershire
Senitor Associates
Salary: £38000 - £50000 per annum + Great Benefits + Company + BONUS
Posted: 4 days ago
London
People Source Consulting
Salary: £95000 - £110000 per annum + car allowance + bonus
Posted: 13 days ago
London
BAE Systems Applied Intelligence Ltd
Salary: Competitive + Benefits
Posted: 25 days ago
Sutton, London UK
Reed Business Information
Salary: Competitive Salary + bonus + benefits
Posted: 14 days ago
London
Lloyds Banking Group
Salary: £66900 - £89200 per annum
Posted: 26 days ago
London
Client Server
Salary: £95k to £120k + bonus + benefits
Posted: 26 days ago
North West London
Santander
Salary: £50000 - £60000 per annum + excellent benefits
Posted: 27 days ago
North West London
Santander
Salary: Competitive + car allowance
Posted: 27 days ago
Greater London
360 Resourcing Solutions .
Salary: Highly Competitive + Excellent Benefits
Posted: 22 days ago