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 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Data Architecture
Rank 445 467 556
Rank change year-on-year
+22 +89
Permanent jobs citing Data Architecture 521 587 463
As % of all permanent IT jobs located in England 0.58% 0.58% 0.43%
As % of the Processes & Methodologies category 0.66% 0.66% 0.51%
Number of salaries quoted 400 450 336
Median salary £72,500 £65,727 £65,000
Median salary % change year-on-year
+10.30% +1.11%
90% offered a salary of more than £47,500 £45,000 £45,000
10% offered a salary of more than £100,000 £88,750 £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
78915 89244 91266
As % of all permanent IT jobs located in England 88.28% 87.43% 85.39%
Number of salaries quoted 66196 74537 73764
Median salary £50,000 £50,000 £48,750
Median salary % change year-on-year
- +2.56%
90% offered a salary of more than £32,500 £32,500 £30,500
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 29 September 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 29 September 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 +58 333 £77,500 +3.33% 31
South East -4 83 £57,500 - 6
North West +16 35 £55,000 - 1
East of England +17 17 £58,750 +30.55% 2
South West -4 15 £57,500 +27.77% 2
Yorkshire +12 13 £70,000 +16.66% 1
West Midlands -30 13 £52,606 -4.35%
East Midlands +20 11 £44,000 -20.00%
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 29 September 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.

1 370 (38.38%) Business Intelligence
2 367 (38.07%) Data Modelling
3 355 (36.83%) Data Warehouse
4 323 (33.51%) Finance
5 299 (31.02%) ETL
6 293 (30.39%) Analytics
7 278 (28.84%) Data Management
8 273 (28.32%) SQL
9 258 (26.76%) Big Data
10 228 (23.65%) Agile Software Development
11 202 (20.95%) Data Quality
12 193 (20.02%) Oracle
13 192 (19.92%) SQL Server
14 174 (18.05%) Analytical Skills
15 171 (17.74%) Hadoop
16 165 (17.12%) Data Governance
17 154 (15.98%) Data Integration
18 145 (15.04%) SDLC
19 140 (14.52%) Microsoft
19 140 (14.52%) TOGAF
20 139 (14.42%) Degree
21 138 (14.32%) SOA
21 138 (14.32%) Management Information System
22 134 (13.90%) Data Analytics
23 117 (12.14%) NoSQL
24 113 (11.72%) Master Data Management
25 111 (11.51%) Java
26 103 (10.68%) Retail
27 99 (10.27%) Enterprise Architecture
28 93 (9.65%) Banking

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 56 (5.81%) Apache Spark
2 46 (4.77%) SAS
3 32 (3.32%) Elasticsearch
4 23 (2.39%) SharePoint
5 22 (2.28%) Apache
6 12 (1.24%) Apache Pig
7 8 (0.83%) Adobe Experience Manager
7 8 (0.83%) CMS
8 5 (0.52%) BizTalk Server
8 5 (0.52%) SharePoint 2010
9 4 (0.41%) Apache Solr
9 4 (0.41%) SharePoint 2013
10 3 (0.31%) Documentum
10 3 (0.31%) GlassFish
11 2 (0.21%) Confluence
11 2 (0.21%) OpenStack
12 1 (0.10%) Alfresco
12 1 (0.10%) Exchange Server 2010
12 1 (0.10%) Exchange Server 2013
12 1 (0.10%) WebSphere
Applications
1 72 (7.47%) MS Excel
2 41 (4.25%) MS Office
3 15 (1.56%) MS PowerPoint
4 12 (1.24%) MS Visio
5 9 (0.93%) SPSS
6 4 (0.41%) Gephi
6 4 (0.41%) InfoPath
7 3 (0.31%) Mathematica
8 2 (0.21%) MS Project
9 1 (0.10%) Windchill
Business Applications
1 20 (2.07%) SAP MDM
2 19 (1.97%) Markit EDM
3 15 (1.56%) Oracle EBS
3 15 (1.56%) SAP ERP
4 14 (1.45%) SAP ECC
4 14 (1.45%) SAP HR
4 14 (1.45%) SAP hybris
5 13 (1.35%) Dynamics CRM
6 10 (1.04%) Dynamics AX
7 7 (0.73%) Eagle PACE
7 7 (0.73%) SAP CRM
8 5 (0.52%) Oracle EBS R12
9 4 (0.41%) SAP Oil and Gas
9 4 (0.41%) WebTrends
10 3 (0.31%) Oracle ERP
10 3 (0.31%) Oracle Financials
11 2 (0.21%) FastStats
11 2 (0.21%) Maximo
11 2 (0.21%) Oracle Retail
11 2 (0.21%) SAP BPC
Cloud Services
1 76 (7.88%) Amazon AWS
2 25 (2.59%) Microsoft Azure
3 20 (2.07%) Cloud Computing
4 18 (1.87%) Amazon S3
5 13 (1.35%) iPaaS
5 13 (1.35%) SaaS
6 12 (1.24%) Google Cloud Platform
7 11 (1.14%) Amazon EC2
8 10 (1.04%) PaaS
9 7 (0.73%) Amazon EMR
10 6 (0.62%) IaaS
11 4 (0.41%) GitHub
12 3 (0.31%) Google Analytics
13 2 (0.21%) AWS Lambda
14 1 (0.10%) Adobe Analytics
14 1 (0.10%) Amazon SQS
14 1 (0.10%) IBM Cloud
14 1 (0.10%) Office 365
14 1 (0.10%) SoftLayer
Communications & Networking
1 42 (4.36%) Internet
2 12 (1.24%) Firewall
3 10 (1.04%) DNS
3 10 (1.04%) NAS
3 10 (1.04%) SAN
4 4 (0.41%) Broadband
5 3 (0.31%) PPP
5 3 (0.31%) SMS
6 1 (0.10%) CTI
6 1 (0.10%) Extranet
6 1 (0.10%) Intranet
6 1 (0.10%) LAN
6 1 (0.10%) PuTTY
6 1 (0.10%) SSH
6 1 (0.10%) Telnet
6 1 (0.10%) WAN
Database & Business Intelligence
1 355 (36.83%) Data Warehouse
2 258 (26.76%) Big Data
3 192 (19.92%) SQL Server
4 171 (17.74%) Hadoop
5 117 (12.14%) NoSQL
6 82 (8.51%) SQL Server Integration Services
7 81 (8.40%) SQL Server Reporting Services
8 69 (7.16%) Relational Database
9 58 (6.02%) MySQL
10 53 (5.50%) BusinessObjects
11 47 (4.88%) SQL Server Analysis Services
12 46 (4.77%) Amazon Redshift
13 44 (4.56%) SQL Server 2008
14 42 (4.36%) QlikView
14 42 (4.36%) RDBMS
15 41 (4.25%) OLAP
16 32 (3.32%) Apache Hive
17 30 (3.11%) Star Schema
18 29 (3.01%) GIS
19 28 (2.90%) Enterprise Data Warehouse
Development Applications
1 36 (3.73%) ERwin
2 20 (2.07%) Team Foundation Server
3 12 (1.24%) Talend Open Studio
4 11 (1.14%) Subversion
5 7 (0.73%) JIRA
6 6 (0.62%) PowerDesigner
7 5 (0.52%) Eclipse
7 5 (0.52%) Visual Studio
8 4 (0.41%) VSS/SourceSafe
9 3 (0.31%) Ant
9 3 (0.31%) Maven
10 2 (0.21%) Cucumber
10 2 (0.21%) Git (software)
10 2 (0.21%) JUnit
10 2 (0.21%) Mockito
10 2 (0.21%) SQL Server Management Studio (SSMS)
10 2 (0.21%) TestNG
10 2 (0.21%) XMLSpy
11 1 (0.10%) Octopus Deploy
11 1 (0.10%) Ranorex
General
1 323 (33.51%) Finance
2 103 (10.68%) Retail
3 93 (9.65%) Banking
4 39 (4.05%) Back Office
5 38 (3.94%) Marketing
6 36 (3.73%) Investment Banking
6 36 (3.73%) Manufacturing
7 25 (2.59%) Telecoms
8 24 (2.49%) Front Office
9 21 (2.18%) Legal
10 15 (1.56%) Games
11 12 (1.24%) Pharmaceutical
12 11 (1.14%) Military
13 8 (0.83%) Publishing
14 6 (0.62%) Advertising
15 5 (0.52%) Local Government
16 4 (0.41%) Electronics
16 4 (0.41%) Law
17 3 (0.31%) Automotive
17 3 (0.31%) Online Betting
Job Titles
1 505 (52.39%) Architect
2 375 (38.90%) Data Architect
3 143 (14.83%) Developer
4 104 (10.79%) Solutions Architect
5 66 (6.85%) Analyst
6 61 (6.33%) Enterprise Architect
7 51 (5.29%) Big Data Architect
8 48 (4.98%) SOA Architect
9 43 (4.46%) Senior Architect
10 41 (4.25%) Enterprise Data Architect
11 40 (4.15%) Senior Developer
12 37 (3.84%) SQL Developer
13 36 (3.73%) ETL Architect
14 35 (3.63%) Lead Architect
15 27 (2.80%) Data Analyst
15 27 (2.80%) Information Architect
15 27 (2.80%) Lead Data Architect
16 26 (2.70%) Business Intelligence Architect
16 26 (2.70%) Java Developer
17 25 (2.59%) Head of Architecture
Libraries, Frameworks & Software Standards
1 45 (4.67%) HTML
2 42 (4.36%) .NET
2 42 (4.36%) Web Services
3 40 (4.15%) CSS
4 37 (3.84%) XML
5 23 (2.39%) jQuery
5 23 (2.39%) Spring
6 21 (2.18%) JSON
7 20 (2.07%) Middleware
8 19 (1.97%) MDX
9 17 (1.76%) ASP.NET
10 15 (1.56%) RESTful
11 14 (1.45%) .NET Framework
11 14 (1.45%) Doctrine
11 14 (1.45%) LAMP
11 14 (1.45%) SOAP
12 13 (1.35%) REST
12 13 (1.35%) XSD
13 11 (1.14%) AngularJS
13 11 (1.14%) Oracle Fusion
Miscellaneous
1 174 (18.05%) Analytical Skills
2 154 (15.98%) Data Integration
3 138 (14.32%) Management Information System
4 91 (9.44%) Visualisation
5 90 (9.34%) Computer Science
6 44 (4.56%) Data Structures
7 31 (3.22%) Enterprise Software
8 27 (2.80%) Algorithms
9 22 (2.28%) Internet of Things
10 19 (1.97%) Taxonomies
11 17 (1.76%) Reference Data
12 16 (1.66%) Fixed Income
12 16 (1.66%) User Experience
13 12 (1.24%) Derivative
14 11 (1.14%) Mathematics
14 11 (1.14%) Virtual Team
15 10 (1.04%) iPad
15 10 (1.04%) N-Tier
16 9 (0.93%) Life Science
17 8 (0.83%) Data Protection Act
Operating Systems
1 27 (2.80%) Linux
2 23 (2.39%) Windows
3 20 (2.07%) Unix
4 7 (0.73%) Windows Server 2008
5 6 (0.62%) Windows Server
6 5 (0.52%) Windows Server 2012
7 2 (0.21%) Android
7 2 (0.21%) Apple iOS
8 1 (0.10%) Windows 7
8 1 (0.10%) Windows 8
Processes & Methodologies
1 370 (38.38%) Business Intelligence
2 367 (38.07%) Data Modelling
3 299 (31.02%) ETL
4 293 (30.39%) Analytics
5 278 (28.84%) Data Management
6 228 (23.65%) Agile Software Development
7 165 (17.12%) Data Governance
8 145 (15.04%) SDLC
9 140 (14.52%) TOGAF
10 138 (14.32%) SOA
11 134 (13.90%) Data Analytics
12 113 (11.72%) Master Data Management
13 99 (10.27%) Enterprise Architecture
14 90 (9.34%) Migration
14 90 (9.34%) Stakeholder Management
15 89 (9.23%) Information Architecture
16 82 (8.51%) Data Analysis
17 76 (7.88%) Logical Data Model
18 74 (7.68%) CRM
18 74 (7.68%) E-Commerce
Programming Languages
1 273 (28.32%) SQL
2 111 (11.51%) Java
3 62 (6.43%) T-SQL
4 55 (5.71%) Python
5 51 (5.29%) JavaScript
6 47 (4.88%) C#
7 35 (3.63%) PL/SQL
8 31 (3.22%) R
9 29 (3.01%) PHP
10 16 (1.66%) Scala
11 15 (1.56%) PowerShell
12 13 (1.35%) C++
12 13 (1.35%) VB.NET
13 12 (1.24%) Groovy
13 12 (1.24%) VBA
14 8 (0.83%) COBOL
15 7 (0.73%) C
16 5 (0.52%) Clojure
17 4 (0.41%) Ruby
17 4 (0.41%) Shell Script
Qualifications
1 139 (14.42%) Degree
2 11 (1.14%) PMI Certification
3 9 (0.93%) PRINCE2 Certification
4 8 (0.83%) CISM
4 8 (0.83%) CISSP
5 7 (0.73%) CISA
6 5 (0.52%) Microsoft Certification
6 5 (0.52%) Oracle Certification
6 5 (0.52%) PMP
7 4 (0.41%) Security Cleared
8 3 (0.31%) DV Cleared
8 3 (0.31%) MBA
9 2 (0.21%) Chartered Engineer
9 2 (0.21%) MBCS
9 2 (0.21%) PhD
9 2 (0.21%) Postgraduate
9 2 (0.21%) SC Cleared
10 1 (0.10%) CBAP
10 1 (0.10%) ISTQB
10 1 (0.10%) MCITP
Quality Assurance & Compliance
1 202 (20.95%) Data Quality
2 50 (5.19%) QA
3 12 (1.24%) ISO/IEC 27001
3 12 (1.24%) PCI DSS
4 9 (0.93%) COBIT
5 5 (0.52%) SLA
6 4 (0.41%) Basel III
6 4 (0.41%) Dodd-Frank
7 3 (0.31%) Solvency II
8 2 (0.21%) ISO 9001
8 2 (0.21%) SEPA
9 1 (0.10%) Actionable Recommendations
9 1 (0.10%) MiFID
9 1 (0.10%) Sarbanes-Oxley
System Software
1 17 (1.76%) HDFS
2 10 (1.04%) VMware ESX
2 10 (1.04%) VMware ESXi
3 3 (0.31%) Apache Flume
3 3 (0.31%) Apache ZooKeeper
3 3 (0.31%) Virtual Machines
4 2 (0.21%) GridGain
5 1 (0.10%) Docker
5 1 (0.10%) Oracle RAC
Systems Management
1 10 (1.04%) SCOM
2 3 (0.31%) Tivoli
3 2 (0.21%) Oozie
3 2 (0.21%) Opscode Chef
3 2 (0.21%) Puppet
4 1 (0.10%) Data Guard
4 1 (0.10%) Hadoop YARN
4 1 (0.10%) HP Quality Center
4 1 (0.10%) Oracle Enterprise Manager
4 1 (0.10%) Oracle RMAN
Vendors
1 193 (20.02%) Oracle
2 140 (14.52%) Microsoft
3 89 (9.23%) Tableau
4 84 (8.71%) SAP
5 42 (4.36%) Informatica
6 36 (3.73%) IBM
7 35 (3.63%) Teradata
8 25 (2.59%) Cloudera
9 18 (1.87%) Netezza
10 17 (1.76%) Salesforce.com
11 16 (1.66%) Google
11 16 (1.66%) hybris
12 14 (1.45%) Actimize
12 14 (1.45%) Zend
13 13 (1.35%) Ab Initio
14 12 (1.24%) Cognos
14 12 (1.24%) Talend
14 12 (1.24%) VMware
15 11 (1.14%) Adobe
16 9 (0.93%) Siebel
Bournemouth, Dorset
Circle Recruitment
Salary: bonus+bens
Posted: 2 hours ago
Norwich, Norfolk
I4 Recruitment
Salary: £25k - 30k per year + package
Posted: 2 hours ago
London
Colston Consulting
Salary: £70000 - £80000 per annum, Benefits Excellent Benefits
Posted: 4 hours ago
London
Careerwise UK Limited
Salary: £60000 - £85000 per annum + benefits
Posted: Yesterday
South East London
Client Server
Salary: £90k to £120k + bonus + benefits
Posted: Yesterday
London
Harvey Nash plc
Salary: £90000 - £95000 per annum + Benefits Package
Posted: 3 days ago
Oxford, Oxfordshire
Taylor & Francis Group
Posted: Yesterday
London
Marks Sattin
Posted: Yesterday
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £75000.00 - £90000.00 per annum + bonus
Posted: 19 hours ago
City, London
Parallel Consulting
Salary: £65000 - £70000 per annum + excellent benefits
Posted: 2 days ago
West London
Hiring People
Salary: £45k - 75k per year
Posted: 2 days ago
Leeds, West Yorkshire
Calibre Search Ltd
Salary: £50000 - £60000.00 per annum
Posted: Yesterday
Crawley, West Sussex
HAYS INFORMATION TECHNOLOGY
Salary: £30000.00 - £50000.00 per annum
Posted: 21 hours ago
London
Westbourne Partners
Salary: From £55,000 to £85,000 per annum
Posted: 25 minutes ago
London
EasyWebRecruitment.com
Salary: Competitive
Posted: Yesterday
West London
Optima Connections
Salary: From £65,000 to £80,000 per annum + Bonus + Benefits
Posted: 2 days ago
London
Twenty Recruitment Group
Salary: £65000.00 - £70000.00 per annum
Posted: 3 days ago
London
The One Group
Salary: £65k - 75k per year + Benefits
Posted: 6 days ago
City, London
Networking People
Salary: £85000 - £95000 per annum + Share Options + Benefits
Posted: 5 days ago
London
Lorien Resourcing
Salary: £90000 - £110000 per annum + Car Allow + Bonus + Benefits
Posted: 6 days ago
London
Opus Resourcing Ltd
Salary: £100000 - £120000 per annum + Bens + Significant Bonus
Posted: 6 days ago
England
Lawrence Harvey
Salary: £55000.00 - £65000.00 per annum + Benefits
Posted: 13 days ago
City, London
Parallel Consulting
Salary: £50000 - £75000 per annum
Posted: 5 days ago
Crawley, West Sussex
Harvey Nash plc
Salary: £50000 - £70000 per annum + Benefits
Posted: 2 days ago
Liverpool, Lancashire
HMRC
Posted: 21 days ago
London
BAE Systems Applied Intelligence Ltd
Salary: Competitive
Posted: 12 days ago
London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 15 days ago
London
Eligo Recruitment
Salary: £70000 - £90000 per annum + Excellent Benifits
Posted: 13 days ago
London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 22 days ago
Poole, Dorset
LV
Salary: Competitive Salary + Benefits + Bonus
Posted: 20 days ago