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 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Data Architecture
UK / England
Rank 424 449 495
Rank change year-on-year
+25 +46
Permanent jobs citing Data Architecture 483 596 518
As % of all permanent IT jobs located in England 0.62% 0.62% 0.52%
As % of the Processes & Methodologies category 0.70% 0.70% 0.60%
Number of salaries quoted 379 497 388
Median salary £68,500 £70,000 £65,000
Median salary % change year-on-year
-2.14% +7.69%
90% offered a salary of more than £44,050 £45,250 £43,000
10% offered a salary of more than £94,750 £90,000 £85,000
UK excluding London median salary £58,500 £60,000 £61,215
% change year-on-year
-2.50% -1.98%

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
69329 84814 86424
As % of all permanent IT jobs located in England 88.86% 88.38% 86.70%
Number of salaries quoted 57376 71122 71288
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £76,000
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 26 February 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 26 February 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 +21 263 £75,000 - 27
South East +31 60 £65,000 +1.96% 8
North West +30 48 £52,500 -2.77%
West Midlands +36 36 £60,000 +5.72% 9
East of England +31 24 £65,000 -3.70% 2
East Midlands +14 22 £47,500 -9.52% 3
South West +16 19 £45,000 -30.76% 4
Yorkshire -8 10 £55,000 -1.78% 1
North East - 1 £28,000 -
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 26 February 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.

1 397 (40.14%) Data Modelling
2 334 (33.77%) Business Intelligence
3 324 (32.76%) Finance
4 303 (30.64%) Data Warehouse
5 301 (30.43%) SQL
6 293 (29.63%) Analytics
7 227 (22.95%) Big Data
8 224 (22.65%) Data Management
9 222 (22.45%) Agile Software Development
10 191 (19.31%) SQL Server
11 188 (19.01%) ETL
12 185 (18.71%) Data Quality
13 184 (18.60%) Analytical Skills
14 183 (18.50%) Oracle
15 168 (16.99%) Degree
16 158 (15.98%) CRM
17 155 (15.67%) Hadoop
18 151 (15.27%) Enterprise Architecture
19 147 (14.86%) Data Governance
20 144 (14.56%) TOGAF
21 143 (14.46%) Microsoft
22 136 (13.75%) Migration
23 124 (12.54%) Retail
23 124 (12.54%) Relational Database
24 120 (12.13%) Computer Science
24 120 (12.13%) Java
25 118 (11.93%) Master Data Management
26 117 (11.83%) Mentoring
27 114 (11.53%) .NET
28 111 (11.22%) MS Excel

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 77 (7.79%) Apache Spark
2 42 (4.25%) SAS
3 33 (3.34%) Elasticsearch
4 31 (3.13%) CMS
5 30 (3.03%) Apache Pig
6 27 (2.73%) Apache
6 27 (2.73%) SharePoint
7 13 (1.31%) Oracle SOA Suite
8 11 (1.11%) Oracle Workflow
9 8 (0.81%) SharePoint 2010
9 8 (0.81%) Sitecore CMS
9 8 (0.81%) Skype for Business
10 6 (0.61%) Documentum
11 4 (0.40%) Apache Solr
11 4 (0.40%) EPiServer
11 4 (0.40%) IIS
11 4 (0.40%) OpenStack
12 3 (0.30%) Adobe Experience Manager
13 2 (0.20%) BizTalk Server
13 2 (0.20%) SugarCRM
Applications
1 111 (11.22%) MS Excel
2 51 (5.16%) MS Office
3 11 (1.11%) MS PowerPoint
4 10 (1.01%) Spreadsheet
5 7 (0.71%) SPSS
6 5 (0.51%) MS Visio
7 2 (0.20%) Mathematica
8 1 (0.10%) Gephi
8 1 (0.10%) MS Project
8 1 (0.10%) Photoshop
8 1 (0.10%) Windchill
Business Applications
1 30 (3.03%) Dynamics CRM
2 24 (2.43%) SAP MDM
3 23 (2.33%) SAP ERP
4 21 (2.12%) SAP ECC
4 21 (2.12%) SAP HR
4 21 (2.12%) SAP Hybris
5 11 (1.11%) Salesforce.com CRM
6 10 (1.01%) Oracle EBS
7 6 (0.61%) SAP CRM
8 4 (0.40%) Dynamics AX
8 4 (0.40%) Eagle PACE
9 3 (0.30%) Markit EDM
9 3 (0.30%) Oracle Payables
9 3 (0.30%) Oracle Retail
9 3 (0.30%) SAP MDG
10 2 (0.20%) Cognos Business Intelligence
10 2 (0.20%) Dynamics NAV
10 2 (0.20%) FastStats
11 1 (0.10%) Teamcenter
11 1 (0.10%) VisionPLUS
Cloud Services
1 97 (9.81%) Amazon AWS
2 43 (4.35%) SaaS
3 29 (2.93%) Microsoft Azure
4 22 (2.22%) Amazon S3
5 16 (1.62%) Yammer
6 13 (1.31%) Cloud Computing
6 13 (1.31%) PaaS
7 12 (1.21%) Amazon EC2
7 12 (1.21%) Amazon EMR
7 12 (1.21%) IaaS
8 9 (0.91%) Office 365
9 5 (0.51%) iPaaS
10 4 (0.40%) Google Cloud Platform
11 3 (0.30%) Amazon Kinesis
12 2 (0.20%) Amazon CloudWatch
12 2 (0.20%) Amazon SQS
12 2 (0.20%) AWS Lambda
12 2 (0.20%) Boomi
12 2 (0.20%) Google Analytics
13 1 (0.10%) GitHub
Communications & Networking
1 63 (6.37%) Internet
2 15 (1.52%) Firewall
2 15 (1.52%) SAN
3 11 (1.11%) NAS
4 10 (1.01%) DNS
4 10 (1.01%) Skype
5 8 (0.81%) Intranet
5 8 (0.81%) SSL
6 5 (0.51%) LAN
7 3 (0.30%) Broadband
7 3 (0.30%) VoIP
7 3 (0.30%) WAN
8 2 (0.20%) FTP
8 2 (0.20%) SMS
9 1 (0.10%) Cisco Nexus
9 1 (0.10%) Ethernet
9 1 (0.10%) Extranet
9 1 (0.10%) HTTP
9 1 (0.10%) MPLS
9 1 (0.10%) TCP/IP
Database & Business Intelligence
1 303 (30.64%) Data Warehouse
2 227 (22.95%) Big Data
3 191 (19.31%) SQL Server
4 155 (15.67%) Hadoop
5 124 (12.54%) Relational Database
6 103 (10.41%) NoSQL
7 93 (9.40%) SQL Server Integration Services
8 75 (7.58%) SQL Server Reporting Services
9 64 (6.47%) Apache Hive
10 63 (6.37%) RDBMS
11 60 (6.07%) Amazon Redshift
12 55 (5.56%) BusinessObjects
13 54 (5.46%) SQL Server Analysis Services
14 44 (4.45%) MySQL
15 40 (4.04%) QlikView
16 30 (3.03%) GIS
17 27 (2.73%) Data Mining
18 25 (2.53%) MongoDB
19 22 (2.22%) Power BI
19 22 (2.22%) Sqoop
Development Applications
1 45 (4.55%) ERwin
2 25 (2.53%) Talend Open Studio
3 13 (1.31%) Team Foundation Server
4 12 (1.21%) Git (software)
5 10 (1.01%) Visual Studio
5 10 (1.01%) Visual Studio Tools for Office
6 8 (0.81%) Subversion
7 7 (0.71%) Eclipse
7 7 (0.71%) XMLSpy
8 5 (0.51%) TeamCity
9 4 (0.40%) Octopus Deploy
9 4 (0.40%) PowerBuilder
9 4 (0.40%) Visual Studio Team System
10 1 (0.10%) MagicDraw
10 1 (0.10%) NUnit
10 1 (0.10%) Oracle Forms
10 1 (0.10%) ReSharper
General
1 324 (32.76%) Finance
2 124 (12.54%) Retail
3 96 (9.71%) Marketing
4 88 (8.90%) Banking
5 39 (3.94%) Telecoms
6 37 (3.74%) Advertising
7 30 (3.03%) Investment Banking
8 28 (2.83%) Back Office
9 24 (2.43%) Spanish Language
10 20 (2.02%) Mandarin Language
11 13 (1.31%) Financial Institution
11 13 (1.31%) Games
11 13 (1.31%) Legal
12 11 (1.11%) Manufacturing
13 7 (0.71%) Automotive
13 7 (0.71%) Military
14 6 (0.61%) Billing
15 5 (0.51%) Online Betting
16 4 (0.40%) Dutch Language
16 4 (0.40%) French Language
Job Titles
1 534 (53.99%) Architect
2 343 (34.68%) Data Architect
3 157 (15.87%) Solutions Architect
4 150 (15.17%) Developer
5 78 (7.89%) Enterprise Architect
6 67 (6.77%) Enterprise Data Architect
7 48 (4.85%) Analyst
8 44 (4.45%) Consultant
9 40 (4.04%) Big Data Architect
10 39 (3.94%) Data Engineer
11 33 (3.34%) Senior Architect
12 32 (3.24%) Business Intelligence Developer
12 32 (3.24%) C# Developer
12 32 (3.24%) Data Scientist
12 32 (3.24%) SQL Developer
13 30 (3.03%) Senior Developer
14 29 (2.93%) SOA Architect
15 27 (2.73%) DBA
15 27 (2.73%) E-Commerce Architect
15 27 (2.73%) E-Commerce Solution Architect
Libraries, Frameworks & Software Standards
1 114 (11.53%) .NET
2 54 (5.46%) XML
3 42 (4.25%) Ajax
3 42 (4.25%) Kafka
3 42 (4.25%) Web Services
4 40 (4.04%) ASP.NET
4 40 (4.04%) HTML
5 35 (3.54%) CSS
6 33 (3.34%) AngularJS
7 32 (3.24%) SOAP
8 29 (2.93%) jQuery
9 27 (2.73%) Middleware
10 26 (2.63%) JSON
11 25 (2.53%) ASP.NET MVC
12 24 (2.43%) LAMP
13 19 (1.92%) REST
14 16 (1.62%) .NET Framework
15 15 (1.52%) J2EE
16 11 (1.11%) Node.js
17 10 (1.01%) HTML5
Miscellaneous
1 184 (18.60%) Analytical Skills
2 120 (12.13%) Computer Science
3 80 (8.09%) Management Information System
4 47 (4.75%) Enterprise Software
5 27 (2.73%) Reference Data
6 25 (2.53%) Data Structures
7 23 (2.33%) iPad
8 22 (2.22%) Mobile App
9 19 (1.92%) Algorithms
10 18 (1.82%) Credit Risk
10 18 (1.82%) Internet of Things
11 16 (1.62%) Fintech
12 14 (1.42%) Derivative
13 13 (1.31%) Social Media
14 11 (1.11%) Replication
15 10 (1.01%) Hybrid Cloud
15 10 (1.01%) Online Games
15 10 (1.01%) User Experience
16 9 (0.91%) Data Centre
16 9 (0.91%) Equities
Operating Systems
1 41 (4.15%) Linux
2 16 (1.62%) Windows
3 13 (1.31%) Unix
4 10 (1.01%) Android
4 10 (1.01%) Apple iOS
5 3 (0.30%) Windows Server 2008
5 3 (0.30%) Windows Server 2012
6 2 (0.20%) Oracle Linux
6 2 (0.20%) Solaris
Processes & Methodologies
1 397 (40.14%) Data Modelling
2 334 (33.77%) Business Intelligence
3 293 (29.63%) Analytics
4 224 (22.65%) Data Management
5 222 (22.45%) Agile Software Development
6 188 (19.01%) ETL
7 158 (15.98%) CRM
8 151 (15.27%) Enterprise Architecture
9 147 (14.86%) Data Governance
10 144 (14.56%) TOGAF
11 136 (13.75%) Migration
12 118 (11.93%) Master Data Management
13 117 (11.83%) Mentoring
14 110 (11.12%) Data Integration
15 102 (10.31%) E-Commerce
16 100 (10.11%) Data Migration
17 93 (9.40%) Data Analytics
18 92 (9.30%) SOA
19 83 (8.39%) Stakeholder Management
20 78 (7.89%) Visualisation
Programming Languages
1 301 (30.43%) SQL
2 120 (12.13%) Java
3 81 (8.19%) Python
4 71 (7.18%) JavaScript
5 67 (6.77%) C#
6 55 (5.56%) R
7 41 (4.15%) T-SQL
8 40 (4.04%) Scala
9 25 (2.53%) PowerShell
10 21 (2.12%) PHP
11 20 (2.02%) C
12 17 (1.72%) VBA
13 13 (1.31%) PL/SQL
14 9 (0.91%) VB.NET
15 7 (0.71%) VB
16 5 (0.51%) C++
16 5 (0.51%) Erlang
16 5 (0.51%) Go
17 4 (0.40%) MATLAB
18 3 (0.30%) Shell Script
Qualifications
1 168 (16.99%) Degree
2 42 (4.25%) PhD
3 32 (3.24%) Postgraduate
4 21 (2.12%) MBA
5 8 (0.81%) OCMJEA
5 8 (0.81%) PMI Certification
5 8 (0.81%) Sun Certification
6 7 (0.71%) PMP
7 4 (0.40%) CISA
7 4 (0.40%) CISM
7 4 (0.40%) CISSP
8 3 (0.30%) MCSE
8 3 (0.30%) Microsoft Certification
9 2 (0.20%) AWS Certification
9 2 (0.20%) ISEB
9 2 (0.20%) MCSD
9 2 (0.20%) VCDX
9 2 (0.20%) VMware Certified Professional (VCP)
10 1 (0.10%) APMP
10 1 (0.10%) Cisco Certification
Quality Assurance & Compliance
1 185 (18.71%) Data Quality
2 16 (1.62%) QA
3 11 (1.11%) ISO/IEC 27001
3 11 (1.11%) PCI DSS
4 6 (0.61%) MiFID
5 5 (0.51%) Dodd-Frank
5 5 (0.51%) Solvency II
6 4 (0.40%) Basel III
7 2 (0.20%) COBIT
7 2 (0.20%) GDPR
7 2 (0.20%) SEPA
7 2 (0.20%) TARGET2
8 1 (0.10%) EMIR
8 1 (0.10%) P3O
8 1 (0.10%) SLA
System Software
1 34 (3.44%) HDFS
2 21 (2.12%) Apache Flume
3 10 (1.01%) VMware ESX
3 10 (1.01%) VMware ESXi
4 6 (0.61%) VMware Infrastructure
5 5 (0.51%) Virtual Machines
6 2 (0.20%) Active Directory
6 2 (0.20%) Apache ZooKeeper
6 2 (0.20%) Docker
6 2 (0.20%) GridGain
6 2 (0.20%) vCloud
Systems Management
1 10 (1.01%) SCOM
2 6 (0.61%) Oozie
3 4 (0.40%) Oracle Enterprise Manager
4 3 (0.30%) Control-M
4 3 (0.30%) Data Guard
4 3 (0.30%) Oracle RMAN
5 2 (0.20%) Kibana
5 2 (0.20%) vRealize
6 1 (0.10%) BladeLogic
6 1 (0.10%) Failover Clustering
6 1 (0.10%) HP Quality Center
Vendors
1 183 (18.50%) Oracle
2 143 (14.46%) Microsoft
3 57 (5.76%) SAP
4 54 (5.46%) Teradata
5 51 (5.16%) Tableau
6 31 (3.13%) IBM
7 30 (3.03%) Informatica
8 25 (2.53%) Talend
9 24 (2.43%) Cognos
9 24 (2.43%) hybris
10 20 (2.02%) HP
11 17 (1.72%) Netezza
12 16 (1.62%) VMware
13 15 (1.52%) Google
14 14 (1.42%) EMC
14 14 (1.42%) Salesforce.com
15 12 (1.21%) Alteryx
16 10 (1.01%) Ab Initio
16 10 (1.01%) Sitecore
16 10 (1.01%) Zend
London
Computer Futures
Salary: £90000 per annum + competitive
Posted: 2 days ago
City, London
Harrington Starr
Salary: £65000 - £75000 per annum + plus package
Posted: 3 days ago
London
Venturi
Salary: £80000.00 - £90000.00 per annum + Bonus & Benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 3 days ago
Hatfield, Hertfordshire
myBench Ltd
Salary: From £55,000 to £70,000 per annum
Posted: 4 days ago
Berkshire
Thornton Gregory
Salary: £0 - £70,000 per year
Posted: 2 days ago
Warwick, Warwickshire
Sanderson
Salary: £50000 - £60000 per annum + benefits
Posted: 6 days ago
Wokingham, Berkshire
Sanderson
Salary: £50000 - £60000 per annum + benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: Up to £100,000 + Benefits package including bonus
Posted: 5 days ago
Middlesbrough, Yorkshire
Michael Page Technology
Posted: 3 days ago
Birmingham, West Midlands (County)
Harvey Nash plc
Salary: £45000 - £52000 per annum + competitive benefits
Posted: 18 hours ago
City, London
HCA Hospitals
Salary: £35000 - £40000 per annum + Excellent bens incl. private health
Posted: 3 days ago
Exeter, Devon
set2recruit
Salary: Unspecified DOE + Benefits
Posted: 3 days ago
London
Arrows Group Ltd
Salary: £65000 - £80000 per annum + car allowance + bonus
Posted: 11 days ago
Woking, Surrey
Plan International
Posted: 4 days ago
Walton-On-Thames, Surrey
ARC IT Recruitment Ltd
Salary: £40000 - £55000 per annum + + car allowance & benefits
Posted: 2 days ago
Sussex
Clearwater People Solutions Ltd
Posted: 11 days ago
London
Lloyds Banking Group
Salary: £46755 - £64469 per annum
Posted: 4 days ago
City of London
British Red Cross
Salary: £50000 - £57000 per annum + benefits
Posted: 4 days ago
Solihull, West Midlands (County)
Sanderson
Salary: £60000 - £68000 per annum + benefits
Posted: 6 days ago
Hampshire
Hays Specialist Recruitment Ltd
Salary: £70000.00 - £90000.00 per annum + bens
Posted: 23 days ago
London
Deerfoot IT Resources Ltd
Salary: £62000 - £90000 per annum + 30% bonus + exceptional benefits
Posted: 5 days ago
Gloucestershire
Hays Specialist Recruitment
Salary: £35000.00 - £55000.00 per annum
Posted: 5 days ago
London
Arrows Group Ltd
Salary: £0.00 per annum
Posted: 12 days ago
Bristol, Avon
Redrock Consulting Ltd
Salary: £30000 - £40000 per annum
Posted: 3 days ago
London
Harvey Nash plc
Salary: Competitive base salary
Posted: 4 days ago
Northampton
Venturi
Salary: £70000 - £85000 per annum + full bens
Posted: 20 days ago
Nottingham, Nottinghamshire
University of Nottingham
Salary: Competitive
Posted: 5 days ago
London
UBS
Posted: 12 days ago
Solihull, West Midlands (County)
Spring Technology
Posted: 4 days ago