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 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 / England
Rank 428 458 501
Rank change year-on-year
+30 +43
Permanent jobs citing Data Architecture 448 529 472
As % of all permanent IT jobs located in England 0.58% 0.56% 0.48%
As % of the Processes & Methodologies category 0.65% 0.64% 0.56%
Number of salaries quoted 367 468 370
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 £47,600 £42,500
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 in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
68581 82217 84257
As % of all permanent IT jobs located in England 88.14% 87.73% 86.08%
Number of salaries quoted 56914 69133 69966
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £77,500
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 22 January 2017.

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 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
London +10 238 £75,000 - 19
South East +25 65 £67,500 +3.84% 9
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
East Midlands +15 14 £50,000 -9.09% 4
Yorkshire +4 10 £55,000 -8.33% 3
North East - 1 £28,000 -
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

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 across the England region with a requirement for Data Architecture.

1 354 (37.54%) Data Modelling
2 323 (34.25%) Business Intelligence
3 306 (32.45%) Finance
4 290 (30.75%) Analytics
5 289 (30.65%) SQL
6 282 (29.90%) Data Warehouse
7 234 (24.81%) ETL
8 231 (24.50%) Data Management
9 225 (23.86%) Big Data
10 203 (21.53%) Agile Software Development
11 186 (19.72%) Oracle
11 186 (19.72%) SQL Server
12 185 (19.62%) Data Quality
13 166 (17.60%) Analytical Skills
14 155 (16.44%) Degree
15 154 (16.33%) Hadoop
16 153 (16.22%) CRM
17 131 (13.89%) Data Governance
18 129 (13.68%) Microsoft
19 128 (13.57%) TOGAF
20 120 (12.73%) Master Data Management
21 119 (12.62%) Relational Database
21 119 (12.62%) Data Integration
22 116 (12.30%) Enterprise Architecture
23 113 (11.98%) Computer Science
23 113 (11.98%) Java
24 112 (11.88%) NoSQL
25 110 (11.66%) E-Commerce
26 109 (11.56%) Migration
27 104 (11.03%) Retail

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 73 (7.74%) Apache Spark
2 35 (3.71%) Elasticsearch
3 29 (3.08%) Apache
3 29 (3.08%) SAS
4 28 (2.97%) CMS
4 28 (2.97%) SharePoint
5 26 (2.76%) Apache Pig
6 12 (1.27%) Oracle SOA Suite
7 8 (0.85%) Sitecore CMS
7 8 (0.85%) Skype for Business
8 6 (0.64%) Documentum
8 6 (0.64%) Oracle Workflow
8 6 (0.64%) SharePoint 2010
9 5 (0.53%) Adobe Experience Manager
10 4 (0.42%) IIS
11 2 (0.21%) Apache Solr
11 2 (0.21%) OpenStack
11 2 (0.21%) SugarCRM
12 1 (0.11%) Alfresco
12 1 (0.11%) WordPress
Applications
1 93 (9.86%) MS Excel
2 48 (5.09%) MS Office
3 16 (1.70%) MS PowerPoint
4 8 (0.85%) SPSS
5 6 (0.64%) Spreadsheet
6 3 (0.32%) Mathematica
7 2 (0.21%) Gephi
7 2 (0.21%) MS Visio
8 1 (0.11%) Photoshop
8 1 (0.11%) Windchill
Business Applications
1 35 (3.71%) Dynamics CRM
2 28 (2.97%) SAP MDM
3 24 (2.55%) SAP ERP
4 22 (2.33%) SAP ECC
4 22 (2.33%) SAP HR
4 22 (2.33%) SAP hybris
5 11 (1.17%) Markit EDM
5 11 (1.17%) Salesforce.com CRM
6 8 (0.85%) Dynamics AX
6 8 (0.85%) Oracle EBS
7 7 (0.74%) SAP CRM
8 4 (0.42%) Eagle PACE
9 3 (0.32%) Oracle Payables
10 2 (0.21%) FastStats
10 2 (0.21%) IBM Operational Decision Manager
11 1 (0.11%) FINCAD Analytics
11 1 (0.11%) Oracle ERP
11 1 (0.11%) Oracle Retail
11 1 (0.11%) SAP BPC
11 1 (0.11%) SAP SD
Cloud Services
1 87 (9.23%) Amazon AWS
2 38 (4.03%) SaaS
3 27 (2.86%) Amazon S3
4 23 (2.44%) Microsoft Azure
5 14 (1.48%) PaaS
6 13 (1.38%) Amazon EC2
6 13 (1.38%) Amazon EMR
6 13 (1.38%) Yammer
7 12 (1.27%) IaaS
8 9 (0.95%) iPaaS
9 4 (0.42%) Cloud Computing
9 4 (0.42%) Google Cloud Platform
10 3 (0.32%) GitHub
10 3 (0.32%) Office 365
11 2 (0.21%) Amazon CloudWatch
11 2 (0.21%) Amazon SQS
11 2 (0.21%) AWS Lambda
11 2 (0.21%) Boomi
11 2 (0.21%) Google Analytics
12 1 (0.11%) IBM Cloud
Communications & Networking
1 70 (7.42%) Internet
2 16 (1.70%) Firewall
3 15 (1.59%) SAN
4 13 (1.38%) DNS
4 13 (1.38%) NAS
5 10 (1.06%) Skype
6 8 (0.85%) SSL
7 6 (0.64%) Intranet
8 3 (0.32%) Broadband
8 3 (0.32%) LAN
8 3 (0.32%) SMS
9 2 (0.21%) FTP
9 2 (0.21%) VoIP
10 1 (0.11%) CTI
10 1 (0.11%) Extranet
10 1 (0.11%) HTTP
10 1 (0.11%) PPP
10 1 (0.11%) TCP/IP
10 1 (0.11%) WAN
Database & Business Intelligence
1 282 (29.90%) Data Warehouse
2 225 (23.86%) Big Data
3 186 (19.72%) SQL Server
4 154 (16.33%) Hadoop
5 119 (12.62%) Relational Database
6 112 (11.88%) NoSQL
7 95 (10.07%) SQL Server Integration Services
8 73 (7.74%) SQL Server Reporting Services
9 63 (6.68%) Amazon Redshift
10 62 (6.57%) RDBMS
11 52 (5.51%) BusinessObjects
12 48 (5.09%) SQL Server Analysis Services
13 47 (4.98%) Apache Hive
14 43 (4.56%) MySQL
15 39 (4.14%) GIS
16 37 (3.92%) QlikView
17 30 (3.18%) MongoDB
18 25 (2.65%) Data Mining
19 21 (2.23%) DB2
20 19 (2.01%) Power BI
Development Applications
1 48 (5.09%) ERwin
2 21 (2.23%) Talend Open Studio
3 18 (1.91%) Team Foundation Server
4 10 (1.06%) Git (software)
4 10 (1.06%) Visual Studio
5 8 (0.85%) Eclipse
5 8 (0.85%) Subversion
5 8 (0.85%) XMLSpy
6 6 (0.64%) Visual Studio Tools for Office
7 5 (0.53%) TeamCity
8 4 (0.42%) Octopus Deploy
8 4 (0.42%) Visual Studio Team System
9 2 (0.21%) PowerBuilder
10 1 (0.11%) NUnit
10 1 (0.11%) Oracle Forms
10 1 (0.11%) ReSharper
General
1 306 (32.45%) Finance
2 104 (11.03%) Retail
3 91 (9.65%) Banking
4 85 (9.01%) Marketing
5 41 (4.35%) Investment Banking
6 36 (3.82%) Telecoms
7 33 (3.50%) Back Office
8 31 (3.29%) Advertising
9 20 (2.12%) Mandarin Language
9 20 (2.12%) Spanish Language
10 14 (1.48%) Games
11 13 (1.38%) Financial Institution
12 11 (1.17%) Manufacturing
13 9 (0.95%) Front Office
13 9 (0.95%) Military
14 7 (0.74%) Billing
14 7 (0.74%) Legal
14 7 (0.74%) Publishing
15 6 (0.64%) Automotive
16 5 (0.53%) Law
Job Titles
1 507 (53.76%) Architect
2 338 (35.84%) Data Architect
3 160 (16.97%) Solutions Architect
4 140 (14.85%) Developer
5 63 (6.68%) Enterprise Architect
6 58 (6.15%) Analyst
7 54 (5.73%) Enterprise Data Architect
8 49 (5.20%) Big Data Architect
9 39 (4.14%) SOA Architect
10 36 (3.82%) Consultant
11 32 (3.39%) Senior Architect
11 32 (3.39%) SQL Developer
12 31 (3.29%) Data Engineer
13 30 (3.18%) DBA
14 29 (3.08%) Data Analyst
14 29 (3.08%) Data Manager
15 27 (2.86%) C# Developer
16 26 (2.76%) Business Intelligence Developer
16 26 (2.76%) Senior Developer
17 25 (2.65%) E-Commerce Solution Architect
Libraries, Frameworks & Software Standards
1 94 (9.97%) .NET
2 50 (5.30%) XML
3 43 (4.56%) HTML
4 38 (4.03%) CSS
5 34 (3.61%) Kafka
6 32 (3.39%) Web Services
7 29 (3.08%) Ajax
7 29 (3.08%) jQuery
8 28 (2.97%) ASP.NET
8 28 (2.97%) JSON
9 26 (2.76%) Middleware
9 26 (2.76%) SOAP
10 25 (2.65%) AngularJS
10 25 (2.65%) LAMP
11 16 (1.70%) .NET Framework
11 16 (1.70%) REST
12 15 (1.59%) J2EE
13 14 (1.48%) ASP.NET MVC
14 12 (1.27%) Spring
15 11 (1.17%) Node.js
Miscellaneous
1 166 (17.60%) Analytical Skills
2 119 (12.62%) Data Integration
3 113 (11.98%) Computer Science
4 84 (8.91%) Visualisation
5 83 (8.80%) Management Information System
6 45 (4.77%) Enterprise Software
7 26 (2.76%) iPad
8 25 (2.65%) Reference Data
9 22 (2.33%) Mobile App
10 21 (2.23%) Data Structures
10 21 (2.23%) Economics
11 19 (2.01%) Credit Risk
11 19 (2.01%) Internet of Things
12 15 (1.59%) Algorithms
12 15 (1.59%) Fintech
12 15 (1.59%) Mathematics
12 15 (1.59%) User Experience
13 13 (1.38%) Online Games
13 13 (1.38%) Social Media
14 10 (1.06%) Derivative
Operating Systems
1 39 (4.14%) Linux
2 20 (2.12%) Windows
3 14 (1.48%) Unix
4 9 (0.95%) Android
4 9 (0.95%) Apple iOS
5 5 (0.53%) Windows Server 2008
5 5 (0.53%) Windows Server 2012
Processes & Methodologies
1 354 (37.54%) Data Modelling
2 323 (34.25%) Business Intelligence
3 290 (30.75%) Analytics
4 234 (24.81%) ETL
5 231 (24.50%) Data Management
6 203 (21.53%) Agile Software Development
7 153 (16.22%) CRM
8 131 (13.89%) Data Governance
9 128 (13.57%) TOGAF
10 120 (12.73%) Master Data Management
11 116 (12.30%) Enterprise Architecture
12 110 (11.66%) E-Commerce
13 109 (11.56%) Migration
14 103 (10.92%) Data Analytics
15 99 (10.50%) Mentoring
16 98 (10.39%) SOA
17 80 (8.48%) Data Migration
18 77 (8.17%) SDLC
19 72 (7.64%) Data Analysis
20 64 (6.79%) Logical Data Model
Programming Languages
1 289 (30.65%) SQL
2 113 (11.98%) Java
3 66 (7.00%) JavaScript
4 65 (6.89%) Python
5 59 (6.26%) C#
6 46 (4.88%) R
7 40 (4.24%) T-SQL
8 29 (3.08%) PHP
9 28 (2.97%) Scala
10 25 (2.65%) PowerShell
11 20 (2.12%) PL/SQL
12 18 (1.91%) VBA
13 16 (1.70%) C
14 8 (0.85%) C++
14 8 (0.85%) VB.NET
15 5 (0.53%) COBOL
15 5 (0.53%) Go
16 4 (0.42%) Erlang
16 4 (0.42%) VB
17 3 (0.32%) Clojure
Qualifications
1 155 (16.44%) Degree
2 30 (3.18%) PhD
3 25 (2.65%) Postgraduate
4 21 (2.23%) MBA
5 8 (0.85%) OCMJEA
5 8 (0.85%) Sun Certification
6 7 (0.74%) PMI Certification
7 5 (0.53%) PMP
8 4 (0.42%) CISA
8 4 (0.42%) CISM
8 4 (0.42%) CISSP
9 2 (0.21%) ISEB
9 2 (0.21%) VMware Certified Professional (VCP)
10 1 (0.11%) CBAP
Quality Assurance & Compliance
1 185 (19.62%) Data Quality
2 14 (1.48%) QA
3 13 (1.38%) ISO/IEC 27001
3 13 (1.38%) PCI DSS
4 6 (0.64%) MiFID
5 5 (0.53%) Dodd-Frank
5 5 (0.53%) Solvency II
6 4 (0.42%) Basel III
7 2 (0.21%) COBIT
7 2 (0.21%) SEPA
7 2 (0.21%) SLA
7 2 (0.21%) TARGET2
8 1 (0.11%) EMIR
8 1 (0.11%) Sarbanes-Oxley
System Software
1 25 (2.65%) HDFS
2 16 (1.70%) Apache Flume
3 13 (1.38%) VMware ESX
3 13 (1.38%) VMware ESXi
4 5 (0.53%) Virtual Machines
5 2 (0.21%) Apache ZooKeeper
5 2 (0.21%) Docker
5 2 (0.21%) GridGain
5 2 (0.21%) VMware Infrastructure
6 1 (0.11%) Oracle RAC
Systems Management
1 13 (1.38%) SCOM
2 4 (0.42%) Oozie
3 3 (0.32%) Data Guard
3 3 (0.32%) Oracle Enterprise Manager
3 3 (0.32%) Oracle RMAN
4 1 (0.11%) Failover Clustering
4 1 (0.11%) HP Quality Center
4 1 (0.11%) Tivoli
Vendors
1 186 (19.72%) Oracle
2 129 (13.68%) Microsoft
3 64 (6.79%) SAP
4 53 (5.62%) Tableau
5 51 (5.41%) Teradata
6 42 (4.45%) IBM
7 36 (3.82%) Informatica
8 25 (2.65%) hybris
9 21 (2.23%) Talend
10 20 (2.12%) HP
11 17 (1.80%) Netezza
11 17 (1.80%) Salesforce.com
12 16 (1.70%) VMware
13 15 (1.59%) Cognos
13 15 (1.59%) EMC
13 15 (1.59%) Google
14 13 (1.38%) Alteryx
15 12 (1.27%) ParAccel
15 12 (1.27%) Sitecore
15 12 (1.27%) Vertica
Redhill, Surrey
Complete Tech Limited
Salary: Up to £60,000 per annum + fantastic benefits
Posted: Yesterday
London
Careerwise UK Limited
Salary: £70000 - £75000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
X4 Group
Salary: £70k - 100k per year
Posted: 2 days ago
London
Careerwise UK Limited
Salary: £70000 - £80000 per annum + bonus + car allowance + benefits
Posted: 3 days ago
Liverpool, Merseyside
HMRC
Salary: From £48,389 to £55,501 per annum
Posted: 4 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
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
Understanding Recruitment
Salary: £60000 - £75000 per annum + benefits
Posted: 7 hours ago
City, London
JM
Salary: £100000 - £120000 per annum + plus benefits and bonus package
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
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
Nottingham, Nottinghamshire
onezeero.
Salary: £40000 - £50000 per annum + Benefits
Posted: 5 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
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £55000 - £60000 per annum + £5k Car + Bonus + 19% Pension
Posted: 3 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
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
Cambridge, Cambridgeshire
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 3 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