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 average salaries offered in IT jobs that have cited Data Architecture over the 3 months to 10 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
10 Feb 2016
Same period 2015 Same period 2014
Data Architecture
Rank 443 492 512
Rank change year-on-year
+49 +20
Permanent jobs citing Data Architecture 569 496 450
As % of all permanent IT jobs located in England 0.60% 0.50% 0.46%
As % of the Processes & Methodologies category 0.69% 0.59% 0.54%
Number of salaries quoted 480 382 334
Average salary £70,000 £65,000 £75,000
Average salary % change year-on-year
+7.69% -13.33%
90% offered a salary of more than £47,500 £42,600 £45,000
10% offered a salary of more than £90,000 £85,000 £115,000
UK excluding London average salary £62,500 £60,000 £65,000
% change year-on-year
+4.16% -7.69%
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
82058 84649 83361
As % of all permanent IT jobs located in England 86.88% 85.27% 85.04%
Number of salaries quoted 68908 70120 67040
Average salary £50,000 £49,000 £47,500
Average salary % change year-on-year
+2.04% +3.15%
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Architecture
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Data Architecture across the England region as a proportion of the total demand within 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 10 February 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 average salaries quoted in IT jobs citing Data Architecture within the England region over the 3 months to 10 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +51 336 £75,000 +7.14% 46
South East +3 91 £62,500 - 5
Yorkshire +31 43 £56,750 +3.18% 3
West Midlands +4 33 £58,500 +37.64% 9
East of England +9 23 £72,500 - 2
South West -34 18 £37,500 -12.79% 4
East Midlands +10 13 £52,500 +22.09% 3
North West +18 9 £60,000 -1.98% 1
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 10 February 2016, IT jobs across the England region citing Data Architecture also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Architecture.

1 507 (44.05%) Business Intelligence
2 505 (43.87%) Data Modelling
3 468 (40.66%) Data Warehouse
4 381 (33.10%) Finance
5 374 (32.49%) ETL
6 352 (30.58%) SQL
7 343 (29.80%) Analytics
8 327 (28.41%) Data Management
9 314 (27.28%) Oracle
10 270 (23.46%) Analytical Skills
11 266 (23.11%) SQL Server
12 263 (22.85%) Data Governance
13 262 (22.76%) Big Data
14 248 (21.55%) Data Integration
15 235 (20.42%) Data Quality
16 216 (18.77%) Degree
17 206 (17.90%) Microsoft
18 166 (14.42%) Master Data Management
19 164 (14.25%) SOA
20 162 (14.07%) Management Information System
21 160 (13.90%) Retail
22 159 (13.81%) Data Analytics
23 153 (13.29%) Data Analysis
23 153 (13.29%) Enterprise Architecture
24 150 (13.03%) TOGAF
24 150 (13.03%) Hadoop
25 147 (12.77%) SQL Server Integration Services
26 145 (12.60%) Agile Software Development
27 139 (12.08%) Stakeholder Management
28 136 (11.82%) Logical Data Model

Data Architecture
Top Related IT Skills in England by Category

For the 6 months to 10 February 2016, IT jobs across the England region citing Data Architecture also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Architecture. Up to 20 skills are shown per category.

Application Platforms
1 112 (9.73%) SAS
2 40 (3.48%) Apache Spark
3 37 (3.21%) SharePoint
4 29 (2.52%) Apache Pig
5 22 (1.91%) BizTalk Server
6 12 (1.04%) IIS
7 10 (0.87%) Node.js
8 9 (0.78%) Elasticsearch
9 7 (0.61%) CMS
10 6 (0.52%) FileNet
11 5 (0.43%) SharePoint Server
12 4 (0.35%) SharePoint 2010
13 3 (0.26%) WebLogic
14 2 (0.17%) Apache
14 2 (0.17%) Documentum
14 2 (0.17%) Kentico
14 2 (0.17%) WebSphere
15 1 (0.087%) Apache Solr
15 1 (0.087%) Tomcat
Applications
1 95 (8.25%) MS Excel
2 53 (4.60%) SPSS
3 15 (1.30%) MS Visio
4 14 (1.22%) MS Office
5 5 (0.43%) PrintSoft PReS
6 3 (0.26%) MS PowerPoint
7 2 (0.17%) MS Project
7 2 (0.17%) S-PLUS
Business Applications
1 25 (2.17%) SAP MDM
2 14 (1.22%) Oracle EBS
3 13 (1.13%) Dynamics CRM
3 13 (1.13%) Markit EDM
4 12 (1.04%) SAP Oil and Gas
5 9 (0.78%) thinkFolio
6 8 (0.70%) Oracle FAH
6 8 (0.70%) SAP Bank Analyzer
7 7 (0.61%) Eagle PACE
7 7 (0.61%) SAP ERP
8 5 (0.43%) PlanetPress Connect
9 4 (0.35%) LatentZero
9 4 (0.35%) Oracle Procure-to-Pay
10 3 (0.26%) Maximo
10 3 (0.26%) Oracle Retail
11 2 (0.17%) SAP CRM
12 1 (0.087%) SAP R/3
Cloud Services
1 29 (2.52%) Amazon AWS
2 21 (1.82%) SaaS
3 10 (0.87%) IaaS
4 8 (0.70%) Cloud Computing
5 7 (0.61%) PaaS
6 6 (0.52%) Force.com
6 6 (0.52%) Microsoft Azure
7 5 (0.43%) Office 365
8 4 (0.35%) Amazon EMR
9 3 (0.26%) Amazon EC2
10 2 (0.17%) Amazon S3
11 1 (0.087%) GitHub
11 1 (0.087%) Google Cloud Platform
Communications & Networking
1 31 (2.69%) Internet
2 15 (1.30%) SAN
3 11 (0.96%) Firewall
4 10 (0.87%) LAN
5 8 (0.70%) FTP
5 8 (0.70%) NAS
6 7 (0.61%) Ethernet
6 7 (0.61%) VLAN
7 6 (0.52%) Intranet
7 6 (0.52%) WAN
8 4 (0.35%) Wi-Fi
8 4 (0.35%) WLAN
9 3 (0.26%) F5 BIG-IP GTM
9 3 (0.26%) F5 BIG-IP LTM
9 3 (0.26%) HTTP
9 3 (0.26%) VoIP
9 3 (0.26%) Wireless
10 2 (0.17%) DNS
10 2 (0.17%) PuTTY
10 2 (0.17%) Telnet
Database & Business Intelligence
1 468 (40.66%) Data Warehouse
2 266 (23.11%) SQL Server
3 262 (22.76%) Big Data
4 150 (13.03%) Hadoop
5 147 (12.77%) SQL Server Integration Services
6 121 (10.51%) Relational Database
7 104 (9.04%) NoSQL
8 91 (7.91%) BusinessObjects
9 87 (7.56%) SQL Server Reporting Services
10 73 (6.34%) RDBMS
11 69 (5.99%) QlikView
12 65 (5.65%) Data Mining
13 59 (5.13%) Oracle Database
13 59 (5.13%) SQL Server Analysis Services
14 57 (4.95%) Enterprise Data Warehouse
15 53 (4.60%) Oracle ODI
16 52 (4.52%) Data Mart
17 50 (4.34%) Oracle BI EE
17 50 (4.34%) SQL Server 2008
18 40 (3.48%) Apache Hive
Development Applications
1 71 (6.17%) ERwin
2 19 (1.65%) PowerDesigner
3 16 (1.39%) Toad
4 14 (1.22%) Talend Open Studio
5 9 (0.78%) Jenkins
5 9 (0.78%) Team Foundation Server
6 6 (0.52%) dbdeploy
6 6 (0.52%) Visual Studio
7 5 (0.43%) Git (software)
7 5 (0.43%) Subversion
8 3 (0.26%) Atlassian Bamboo
8 3 (0.26%) Gradle
8 3 (0.26%) Maven
9 2 (0.17%) MSBuild
9 2 (0.17%) MSTest
9 2 (0.17%) SQL Server Management Studio (SSMS)
10 1 (0.087%) Fiddler
10 1 (0.087%) Hudson
10 1 (0.087%) JIRA
10 1 (0.087%) ReSharper
General
1 381 (33.10%) Finance
2 160 (13.90%) Retail
3 128 (11.12%) Banking
4 63 (5.47%) Telecoms
5 53 (4.60%) Marketing
6 42 (3.65%) Legal
7 41 (3.56%) Investment Banking
8 40 (3.48%) Manufacturing
9 31 (2.69%) Pharmaceutical
10 27 (2.35%) Back Office
10 27 (2.35%) Retail Banking
11 24 (2.09%) Publishing
12 22 (1.91%) Financial Institution
12 22 (1.91%) Front Office
13 21 (1.82%) Automotive
14 18 (1.56%) Law
15 12 (1.04%) Electronics
16 11 (0.96%) Games
17 9 (0.78%) Advertising
17 9 (0.78%) Billing
Job Titles
1 596 (51.78%) Architect
2 413 (35.88%) Data Architect
3 131 (11.38%) Consultant
4 112 (9.73%) Developer
5 88 (7.65%) Enterprise Architect
6 78 (6.78%) Data Consultant
7 77 (6.69%) Business Intelligence Architect
8 63 (5.47%) Solutions Architect
9 58 (5.04%) Analyst
10 57 (4.95%) Data Manager
11 54 (4.69%) Enterprise Data Architect
12 52 (4.52%) Information Architect
13 48 (4.17%) Big Data Architect
14 42 (3.65%) Integration Architect
15 35 (3.04%) Senior Developer
16 34 (2.95%) Data Warehouse Architect
16 34 (2.95%) ETL Architect
17 33 (2.87%) Data Scientist
18 32 (2.78%) Head of Architecture
18 32 (2.78%) SQL Developer
Libraries, Frameworks & Software Standards
1 106 (9.21%) .NET
2 62 (5.39%) Web Services
3 51 (4.43%) XML
4 50 (4.34%) Middleware
5 36 (3.13%) HTML
6 33 (2.87%) CSS
7 32 (2.78%) .NET Framework
8 25 (2.17%) SOAP
9 24 (2.09%) ASP.NET
9 24 (2.09%) REST
10 23 (2.00%) Kafka
11 22 (1.91%) MDX
12 18 (1.56%) JMS
13 15 (1.30%) JSON
13 15 (1.30%) XML Schema
13 15 (1.30%) XSD
14 14 (1.22%) Oracle GoldenGate
15 10 (0.87%) ActiveMQ
15 10 (0.87%) Akka
15 10 (0.87%) AngularJS
Miscellaneous
1 270 (23.46%) Analytical Skills
2 248 (21.55%) Data Integration
3 162 (14.07%) Management Information System
4 123 (10.69%) Computer Science
5 109 (9.47%) Data Structures
6 49 (4.26%) Visualisation
7 46 (4.00%) Mobile App
8 37 (3.21%) Smart Meter
8 37 (3.21%) Statistics
8 37 (3.21%) Taxonomies
9 30 (2.61%) Mathematics
10 28 (2.43%) Replication
11 27 (2.35%) Algorithms
12 23 (2.00%) Data Centre
13 22 (1.91%) FMCG
13 22 (1.91%) Reference Data
14 19 (1.65%) N-Tier
15 14 (1.22%) Data Extraction
15 14 (1.22%) Derivative
15 14 (1.22%) Enterprise Software
Operating Systems
1 57 (4.95%) Unix
2 51 (4.43%) Windows
3 41 (3.56%) Linux
4 9 (0.78%) Windows 7
5 4 (0.35%) Android
6 3 (0.26%) AIX
6 3 (0.26%) Red Hat Enterprise Linux
6 3 (0.26%) Windows Server 2003
7 2 (0.17%) Apple iOS
7 2 (0.17%) Oracle Linux
7 2 (0.17%) Solaris
8 1 (0.087%) Mac OS X
8 1 (0.087%) Windows 8
8 1 (0.087%) Windows Server
Processes & Methodologies
1 507 (44.05%) Business Intelligence
2 505 (43.87%) Data Modelling
3 374 (32.49%) ETL
4 343 (29.80%) Analytics
5 327 (28.41%) Data Management
6 263 (22.85%) Data Governance
7 166 (14.42%) Master Data Management
8 164 (14.25%) SOA
9 159 (13.81%) Data Analytics
10 153 (13.29%) Data Analysis
10 153 (13.29%) Enterprise Architecture
11 150 (13.03%) TOGAF
12 145 (12.60%) Agile Software Development
13 139 (12.08%) Stakeholder Management
14 136 (11.82%) Logical Data Model
15 120 (10.43%) SDLC
16 97 (8.43%) Physical Data Model
17 95 (8.25%) Information Architecture
18 94 (8.17%) Business Analysis
18 94 (8.17%) Information Management
Programming Languages
1 352 (30.58%) SQL
2 73 (6.34%) Java
3 61 (5.30%) Python
3 61 (5.30%) T-SQL
4 50 (4.34%) C#
4 50 (4.34%) R
5 29 (2.52%) C
5 29 (2.52%) C++
6 27 (2.35%) JavaScript
6 27 (2.35%) PL/SQL
7 26 (2.26%) Shell Script
8 21 (1.82%) VB.NET
9 17 (1.48%) Scala
10 14 (1.22%) MATLAB
11 13 (1.13%) Perl
12 11 (0.96%) PHP
12 11 (0.96%) Ruby
13 10 (0.87%) Clojure
14 7 (0.61%) VB
15 6 (0.52%) PowerShell
Qualifications
1 216 (18.77%) Degree
2 24 (2.09%) Microsoft Certification
3 21 (1.82%) CITP
4 19 (1.65%) Security Cleared
5 14 (1.22%) PhD
6 13 (1.13%) DV Cleared
6 13 (1.13%) MBA
7 10 (0.87%) SAS Certification
8 8 (0.70%) MCDBA
8 8 (0.70%) PMI Certification
8 8 (0.70%) PMP
9 7 (0.61%) MCSD
9 7 (0.61%) Microsoft Certified Architect
10 6 (0.52%) A+ Certification
10 6 (0.52%) Network+ Certification
11 5 (0.43%) SC Cleared
12 4 (0.35%) Postgraduate
12 4 (0.35%) PRINCE2 Practitioner
13 3 (0.26%) Oracle Certification
14 2 (0.17%) MCSE
Quality Assurance & Compliance
1 235 (20.42%) Data Quality
2 76 (6.60%) QA
3 13 (1.13%) ISO 9001
4 12 (1.04%) CRD IV
5 11 (0.96%) Solvency II
6 10 (0.87%) EMIR
6 10 (0.87%) TickIT
7 9 (0.78%) Sarbanes-Oxley
8 7 (0.61%) SEPA
9 6 (0.52%) ISO/IEC 27001
9 6 (0.52%) SLA
10 5 (0.43%) COBIT
10 5 (0.43%) MiFID
11 3 (0.26%) Dodd-Frank
11 3 (0.26%) PCI DSS
12 2 (0.17%) ISO/IEC 20000
System Software
1 5 (0.43%) Active Directory
1 5 (0.43%) Oracle RAC
1 5 (0.43%) VMware Infrastructure
2 4 (0.35%) Apache Flume
3 3 (0.26%) Docker
4 2 (0.17%) Apache ZooKeeper
4 2 (0.17%) HDFS
4 2 (0.17%) VMware ESX
Systems Management
1 4 (0.35%) Ansible
1 4 (0.35%) Opscode Chef
1 4 (0.35%) Oracle EDQ
1 4 (0.35%) Puppet
2 3 (0.26%) Control-M
3 2 (0.17%) Kubernetes
3 2 (0.17%) Mesos
4 1 (0.087%) Hadoop YARN
4 1 (0.087%) Oozie
4 1 (0.087%) Oracle RMAN
4 1 (0.087%) Tivoli
4 1 (0.087%) Tivoli Storage Manager
Vendors
1 314 (27.28%) Oracle
2 206 (17.90%) Microsoft
3 130 (11.29%) SAP
4 127 (11.03%) Tableau
5 102 (8.86%) Informatica
6 100 (8.69%) IBM
7 80 (6.95%) Teradata
8 47 (4.08%) Cognos
9 38 (3.30%) Ab Initio
10 29 (2.52%) DataFlux
11 28 (2.43%) Trillium
12 27 (2.35%) Netezza
13 22 (1.91%) TIBCO
14 17 (1.48%) MicroStrategy
15 14 (1.22%) Talend
16 13 (1.13%) Adobe
16 13 (1.13%) Cloudera
17 11 (0.96%) Salesforce.com
18 10 (0.87%) Datanomic
19 8 (0.70%) Hyperion
Birmingham
Computer Futures
Salary: competitive
Posted: Yesterday
City of London
Deerfoot IT Resources Ltd
Salary: £75000 - £85000 per annum + bonus + bens
Posted: Yesterday
Cheltenham, Gloucestershire
Executive Recruitment Services (ERS)
Salary: £50000 - £60000 per annum + Pension
Posted: 2 days ago
North West England
Computer Futures
Salary: competitive
Posted: 2 days ago
West Midlands
Computer People
Salary: £60000.00 - £75000.00 per annum
Posted: 2 days ago
Kingston Upon Thames, Surrey
Kingston University
Salary: £50,076 - 57,664 per year + Excellent Benefits
Posted: 2 days ago
West Midlands
Computer People
Salary: £60000.00 - £70000.00 per annum
Posted: 2 days ago
South East London
Third Republic Ltd
Posted: 3 days ago
City, London
Understanding Recruitment
Salary: £45000.00 - £50000.00 per annum + Benefits
Posted: 3 days ago
Watford, Hertfordshire
Emponics Ltd
Salary: £neg + bonus
Posted: 4 days ago
Northampton, Northamptonshire
Emponics Ltd
Salary: neg + car + bonus
Posted: 4 days ago
West Sussex
ARC IT Recruitment Ltd
Salary: £70000 Per Annum
Posted: 5 days ago
City, London
ConSol Partners
Salary: From £80,000 to £120,000 per annum
Posted: 5 days ago
City, London
Venturi
Salary: £75000 - £85000 per annum + big benefits
Posted: 5 days ago
Central London / West End
Metaskil
Salary: From £75,000 to £90,000 per annum up to £90k plus great beenfits
Posted: 5 days ago
City, London
Venturi
Salary: £70000 - £75000 per annum + bonus +Full bens
Posted: 5 days ago
London
Eutopia Solutions Ltd
Salary: £80000 - £90000 per annum + bonus + benefits
Posted: 5 days ago
London
Oliver James Associates
Salary: £45000 - £55000 per annum + a generous benefits package
Posted: 5 days ago
City, London
Benedict Cole Limited
Salary: £85000 - £87000 per annum + Excellent Benefits, Bonus and Car
Posted: 6 days ago
Nottingham, Nottinghamshire
Spring Technology
Salary: £45000.00 - £60000.00 per annum
Posted: 6 days ago
East London
Colston Consulting
Salary: £70000 - £80000 per annum, Benefits financial benefits
Posted: 6 days ago
East London
Coal IT Services
Salary: From £70,000 to £80,000 per annum + excellent benefits
Posted: 6 days ago
London
City & Guilds
Posted: 6 days ago
London
HAYS INFORMATION TECHNOLOGY
Salary: £56000.00 - £65000.00 per annum
Posted: 6 days ago
London
Mint
Salary: £80000 - £92000 per annum + Excellent Benefits
Posted: 8 days ago
England
Computer Futures
Salary: competitive
Posted: 9 days ago
South West England
Computer Futures
Salary: competitive
Posted: 9 days ago
Bristol
Computer Futures
Salary: competitive
Posted: 9 days ago
London
Hays London City Cheapside
Salary: £70000.00 - £90000.00 per annum
Posted: 13 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £75000 - £85000 per annum + banking bonus + bens
Posted: 13 days ago