The table below looks at the statistics for Data Architecture skills in IT contracts advertised for the England region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Architecture over the 3 months to 4 September 2015 with a comparison to the same period in the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

Location
3 months to
4 Sep 2015
Same period 2014 Same period 2013
Data Architecture
Rank 337 299 352
Rank change year-on-year
-38 +53
Contract jobs citing Data Architecture 286 316 220
As % of all contract IT jobs located in England 0.54% 0.63% 0.46%
As % of the Processes & Methodologies category 0.69% 0.82% 0.61%
Number of daily rates quoted 190 216 144
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£545 £525 £525
Average daily rate % change year-on-year
+3.80% -
90% offered a daily rate of more than £400 £375 £366
10% offered a daily rate of more than £670 £675 £625
UK excluding London average daily rate £500 £500 £475
% change year-on-year
- +5.26%
Number of hourly rates quoted 2 0 1
Average hourly rate £41.25 - £37.80
UK excluding London average hourly rate £41.25 - £37.80
Data Architecture
UK

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
41529 38605 35912
As % of all contract IT jobs located in England 78.30% 76.37% 75.38%
Number of daily rates quoted 27590 24397 22520
Average daily rate £425 £413 £410
Average daily rate % change year-on-year
+3.03% +0.60%
90% offered a daily rate of more than £295 £275 £275
10% offered a daily rate of more than £588 £575 £575
UK excluding London average daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 1128 1085 1024
Average hourly rate £31.00 £24.56 £30.00
Average hourly rate % change year-on-year
+26.22% -18.13%
90% offered a hourly rate of more than £13.00 £12.50 £12.66
10% offered a hourly rate of more than £50.00 £47.50 £50.00
UK excluding London average hourly rate £32.50 £26.98 £30.50
% change year-on-year
+20.48% -11.55%

Data Architecture
Jobs Demand Trend in England

This chart provides a 3-month moving total of IT contractor 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
Daily Rate Trend in England

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

Data Architecture Daily Rate Trend in England

Data Architecture
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Architecture across the England region over the 3 months to 4 September 2015.

Data Architecture Daily Rate Histogram in England

Data Architecture
Hourly Rate Trend in England

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

Data Architecture Hourly Rate Trend in England

Data Architecture
Contract Job Locations in England

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Data Architecture within the England region over the 3 months to 4 September 2015. 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
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -41 133 £550 - 24
South East +7 51 £440 -7.36% 12
Yorkshire -27 21 £450 -10.00% 2
North West -38 21 £600 +25.65% 2
South West -15 15 £613 +13.95% 6
East Midlands +2 12 £550 +17.02%
West Midlands +2 11 £450 - 10
East of England +2 10 £500 -4.76% 1
North East - 9 £643 -
Midlands - 2 £500 -
South Coast - 1 £600 -
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 4 September 2015, IT contractor 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 contract IT job ads sampled that cited Data Architecture.

1 296 (49.33%) Data Modelling
2 193 (32.17%) Finance
3 171 (28.50%) Business Intelligence
4 168 (28.00%) Data Warehouse
5 145 (24.17%) Data Management
6 126 (21.00%) Oracle
7 124 (20.67%) SQL
8 123 (20.50%) ETL
9 114 (19.00%) Banking
10 112 (18.67%) Data Integration
11 103 (17.17%) Big Data
12 93 (15.50%) Migration
13 90 (15.00%) Data Governance
13 90 (15.00%) Analytics
14 86 (14.33%) Enterprise Architecture
15 79 (13.17%) Logical Data Model
16 76 (12.67%) Microsoft
17 75 (12.50%) SQL Server
18 71 (11.83%) Agile Software Development
19 69 (11.50%) Data Analysis
19 69 (11.50%) Reference Data
20 68 (11.33%) Data Migration
20 68 (11.33%) Project Management
21 67 (11.17%) Stakeholder Management
22 61 (10.17%) Analytical Skills
23 56 (9.33%) TOGAF
24 50 (8.33%) Hadoop
25 48 (8.00%) Management Information System
26 46 (7.67%) SAP
27 42 (7.00%) Retail

Data Architecture
Top Related IT Skills in England by Category

For the 6 months to 4 September 2015, IT contractor 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 contract IT job ads sampled that cited Data Architecture. Up to 20 skills are shown per category.

Application Platforms
1 26 (4.33%) Apache Solr
2 23 (3.83%) SAS
3 14 (2.33%) Apache Spark
4 12 (2.00%) Elasticsearch
4 12 (2.00%) SharePoint
5 8 (1.33%) Apache
5 8 (1.33%) WebSphere
5 8 (1.33%) nginx
6 7 (1.17%) Mule
7 6 (1.00%) BizTalk Server
8 5 (0.83%) ArcGIS
8 5 (0.83%) CMS
8 5 (0.83%) Apache Pig
9 3 (0.50%) Node.js
9 3 (0.50%) PowerExchange
9 3 (0.50%) IIS
10 2 (0.33%) JBoss
10 2 (0.33%) MQSeries
10 2 (0.33%) Oracle Coherence
10 2 (0.33%) Mule ESB
Applications
1 29 (4.83%) MS Excel
2 11 (1.83%) MS Visio
2 11 (1.83%) MS PowerPoint
3 8 (1.33%) SPSS
4 6 (1.00%) MS Project
5 5 (0.83%) MS Office
6 1 (0.17%) PowerPivot
Business Applications
1 16 (2.67%) Oracle EBS
2 8 (1.33%) Dynamics CRM
3 6 (1.00%) Oracle Applications
3 6 (1.00%) SAP CRM
4 4 (0.67%) Markit EDM
5 2 (0.33%) Oracle ERP
5 2 (0.33%) Oracle Financials
6 1 (0.17%) Agresso
6 1 (0.17%) Maximo
6 1 (0.17%) Teamcenter
6 1 (0.17%) SAP Oil and Gas
6 1 (0.17%) Adobe Campaign
6 1 (0.17%) Dynamics AX
6 1 (0.17%) SAP ERP
6 1 (0.17%) Oracle BPM
Cloud Services
1 24 (4.00%) Amazon AWS
2 9 (1.50%) Microsoft Azure
3 7 (1.17%) GitHub
4 5 (0.83%) SaaS
4 5 (0.83%) PaaS
5 3 (0.50%) Adobe Analytics
5 3 (0.50%) Google Analytics
6 2 (0.33%) Cloud Computing
6 2 (0.33%) Amazon EMR
7 1 (0.17%) Azure Machine Learning
7 1 (0.17%) Amazon EC2
Communications & Networking
1 19 (3.17%) SAN
2 17 (2.83%) Firewall
3 11 (1.83%) NAS
3 11 (1.83%) WAN
4 9 (1.50%) LAN
4 9 (1.50%) VPN
4 9 (1.50%) MPLS
4 9 (1.50%) Cisco Nexus
5 8 (1.33%) Network Security
5 8 (1.33%) VLAN
5 8 (1.33%) SSL
6 7 (1.17%) SNMP
6 7 (1.17%) SMTP
6 7 (1.17%) NetScaler
7 5 (0.83%) VoIP
7 5 (0.83%) Wireless
8 4 (0.67%) TCP/IP
8 4 (0.67%) Intranet
8 4 (0.67%) Internet
8 4 (0.67%) Software-Defined Networking
Database & Business Intelligence
1 168 (28.00%) Data Warehouse
2 103 (17.17%) Big Data
3 75 (12.50%) SQL Server
4 50 (8.33%) Hadoop
5 38 (6.33%) Oracle BI EE
6 37 (6.17%) SQL Server Integration Services
7 35 (5.83%) Oracle Database
8 30 (5.00%) MongoDB
9 29 (4.83%) NoSQL
9 29 (4.83%) Data Mining
10 25 (4.17%) OLTP
11 22 (3.67%) BusinessObjects
12 21 (3.50%) SQL Server Reporting Services
13 20 (3.33%) OLAP
13 20 (3.33%) Relational Database
14 19 (3.17%) Enterprise Data Warehouse
15 18 (3.00%) Apache Hive
16 17 (2.83%) HBase
17 15 (2.50%) Oracle Database 11g
17 15 (2.50%) RDBMS
Development Applications
1 39 (6.50%) ERwin
2 9 (1.50%) JIRA
3 7 (1.17%) Git (software)
3 7 (1.17%) Hudson
3 7 (1.17%) Jenkins
4 4 (0.67%) Visual Studio
4 4 (0.67%) Oracle Forms
5 3 (0.50%) Talend Open Studio
6 1 (0.17%) Subversion
6 1 (0.17%) Toad
6 1 (0.17%) XMLSpy
6 1 (0.17%) tSQLt
6 1 (0.17%) Team Foundation Server
General
1 193 (32.17%) Finance
2 114 (19.00%) Banking
3 42 (7.00%) Retail
4 37 (6.17%) Investment Banking
5 16 (2.67%) Marketing
6 11 (1.83%) Retail Banking
6 11 (1.83%) Telecoms
7 8 (1.33%) Legal
7 8 (1.33%) Publishing
8 6 (1.00%) Front Office
9 5 (0.83%) Financial Institution
9 5 (0.83%) Manufacturing
10 4 (0.67%) Advertising
10 4 (0.67%) Corporate Banking
10 4 (0.67%) Law
11 3 (0.50%) Automotive
11 3 (0.50%) Online Betting
12 2 (0.33%) Pharmaceutical
12 2 (0.33%) Back Office
13 1 (0.17%) Electronics
Job Titles
1 397 (66.17%) Architect
2 236 (39.33%) Data Architect
3 64 (10.67%) Technical Architect
4 63 (10.50%) Developer
5 59 (9.83%) Analyst
6 50 (8.33%) Solutions Architect
7 42 (7.00%) Enterprise Architect
8 37 (6.17%) Data Analyst
9 29 (4.83%) Business Analyst
10 25 (4.17%) Data Modeller
10 25 (4.17%) Enterprise Data Architect
10 25 (4.17%) Senior Architect
11 23 (3.83%) Consultant
12 22 (3.67%) Project Manager
13 19 (3.17%) Business Intelligence Architect
13 19 (3.17%) Senior Data Architect
14 18 (3.00%) Infrastructure Architect
15 16 (2.67%) Business Data Analyst
16 15 (2.50%) Information Architect
17 13 (2.17%) Data Manager
Libraries, Frameworks & Software Standards
1 34 (5.67%) Web Services
2 24 (4.00%) Middleware
3 23 (3.83%) XML
4 19 (3.17%) .NET
5 18 (3.00%) HTML
6 14 (2.33%) ASP.NET
7 13 (2.17%) REST
8 11 (1.83%) HTML5
9 9 (1.50%) ASP.NET MVC
9 9 (1.50%) Spring
9 9 (1.50%) JSON
10 8 (1.33%) WCF
10 8 (1.33%) Hibernate
10 8 (1.33%) XML Schema
10 8 (1.33%) PostGIS
11 7 (1.17%) J2EE
11 7 (1.17%) Oracle Fusion
12 6 (1.00%) RESTful
12 6 (1.00%) Lucene
12 6 (1.00%) SOAP
Miscellaneous
1 112 (18.67%) Data Integration
2 69 (11.50%) Reference Data
3 61 (10.17%) Analytical Skills
4 48 (8.00%) Management Information System
5 23 (3.83%) Data Centre
6 19 (3.17%) Enterprise Software
7 18 (3.00%) Credit Risk
8 17 (2.83%) Visualisation
9 16 (2.67%) Data Structures
9 16 (2.67%) Computer Science
10 12 (2.00%) Market Risk
11 9 (1.50%) Taxonomies
12 8 (1.33%) Client/Server
12 8 (1.33%) GIS
13 7 (1.17%) Replication
13 7 (1.17%) PKI
13 7 (1.17%) Data Protection Act
13 7 (1.17%) Blog
13 7 (1.17%) Public Cloud
13 7 (1.17%) Enterprise Storage
Operating Systems
1 39 (6.50%) Linux
2 33 (5.50%) Windows
3 28 (4.67%) UNIX
4 8 (1.33%) Solaris
5 6 (1.00%) Oracle Linux
6 4 (0.67%) Apple iOS
6 4 (0.67%) AIX
7 3 (0.50%) MVS
8 2 (0.33%) Windows XP
8 2 (0.33%) Mac OS X
8 2 (0.33%) Windows 7
8 2 (0.33%) Android
9 1 (0.17%) Red Hat Enterprise Linux
9 1 (0.17%) SUSE Linux Enterprise Server
9 1 (0.17%) VME
Processes & Methodologies
1 296 (49.33%) Data Modelling
2 171 (28.50%) Business Intelligence
3 145 (24.17%) Data Management
4 123 (20.50%) ETL
5 93 (15.50%) Migration
6 90 (15.00%) Data Governance
6 90 (15.00%) Analytics
7 86 (14.33%) Enterprise Architecture
8 79 (13.17%) Logical Data Model
9 71 (11.83%) Agile Software Development
10 69 (11.50%) Data Analysis
11 68 (11.33%) Project Management
11 68 (11.33%) Data Migration
12 67 (11.17%) Stakeholder Management
13 56 (9.33%) TOGAF
14 38 (6.33%) CRM
14 38 (6.33%) Business Analysis
14 38 (6.33%) Physical Data Model
15 36 (6.00%) SOA
16 35 (5.83%) Technical Architecture
Programming Languages
1 124 (20.67%) SQL
2 30 (5.00%) Java
3 26 (4.33%) PL/SQL
4 17 (2.83%) C#
5 16 (2.67%) T-SQL
6 14 (2.33%) JavaScript
6 14 (2.33%) R
7 12 (2.00%) C
8 11 (1.83%) Scala
9 10 (1.67%) Python
9 10 (1.67%) C++
10 7 (1.17%) Groovy
11 4 (0.67%) PowerShell
11 4 (0.67%) VBA
12 2 (0.33%) SAS Macro
13 1 (0.17%) SPARQL
13 1 (0.17%) Shell Script
13 1 (0.17%) MATLAB
13 1 (0.17%) Ruby
13 1 (0.17%) Perl
Qualifications
1 34 (5.67%) Degree
2 28 (4.67%) Security Cleared
3 15 (2.50%) SC Cleared
4 10 (1.67%) PMI Certification
5 6 (1.00%) CCNP
5 6 (1.00%) Cisco Certification
5 6 (1.00%) PMP
6 5 (0.83%) DV Cleared
7 4 (0.67%) Microsoft Certification
7 4 (0.67%) OCP
7 4 (0.67%) Oracle Certification
7 4 (0.67%) Citrix Certification
7 4 (0.67%) VCAP
7 4 (0.67%) Microsoft Certified Master
7 4 (0.67%) Microsoft Certified Architect
8 2 (0.33%) ISTQB
9 1 (0.17%) PRINCE2 Practitioner
9 1 (0.17%) Postgraduate
9 1 (0.17%) PhD
9 1 (0.17%) PRINCE2 Certification
Quality Assurance & Compliance
1 30 (5.00%) Data Quality
2 21 (3.50%) QA
3 10 (1.67%) PCI DSS
4 7 (1.17%) ISO/IEC 27001
5 4 (0.67%) COREP
5 4 (0.67%) FINREP
6 3 (0.50%) SLA
6 3 (0.50%) Basel III
6 3 (0.50%) Solvency II
7 2 (0.33%) COBIT
7 2 (0.33%) Dodd-Frank
7 2 (0.33%) Basel II
8 1 (0.17%) Sarbanes-Oxley
System Software
1 21 (3.50%) Active Directory
2 17 (2.83%) VMware Infrastructure
3 9 (1.50%) Hyper-V
3 9 (1.50%) HDFS
4 7 (1.17%) vCloud
4 7 (1.17%) VMware ESX
4 7 (1.17%) vSphere
5 4 (0.67%) Apache Flume
6 3 (0.50%) XenServer
7 2 (0.33%) Citrix Presentation Server
7 2 (0.33%) XenApp
8 1 (0.17%) Oracle RAC
8 1 (0.17%) Apache ZooKeeper
8 1 (0.17%) Docker
8 1 (0.17%) LXC
Systems Management
1 8 (1.33%) Oozie
2 4 (0.67%) SCOM
2 4 (0.67%) Oracle EDQ
3 1 (0.17%) Graphite
3 1 (0.17%) HP Quality Center
3 1 (0.17%) Ambari
3 1 (0.17%) Opscode Chef
Vendors
1 126 (21.00%) Oracle
2 76 (12.67%) Microsoft
3 46 (7.67%) SAP
4 26 (4.33%) Informatica
5 23 (3.83%) IBM
6 18 (3.00%) Teradata
7 17 (2.83%) VMware
8 15 (2.50%) Citrix
9 14 (2.33%) Cisco
9 14 (2.33%) Cognos
10 11 (1.83%) GoldenSource
11 10 (1.67%) HP
12 9 (1.50%) Juniper
12 9 (1.50%) Tableau
13 7 (1.17%) Brocade
13 7 (1.17%) F5
13 7 (1.17%) MuleSoft
13 7 (1.17%) CommVault
13 7 (1.17%) Dell
13 7 (1.17%) NetApp
London
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