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 contractor rates offered in IT contracts that have cited Data Architecture over the 3 months to 31 May 2016 with a comparison to the same period over 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.

3 months to
31 May 2016
Same period 2015 Same period 2014
Data Architecture
Rank 318 324 365
Rank change year-on-year
+6 +41
Contract jobs citing Data Architecture 338 312 240
As % of all contract IT jobs located in England 0.69% 0.63% 0.49%
As % of the Processes & Methodologies category 0.84% 0.80% 0.63%
Number of daily rates quoted 234 223 168
Median daily rate £550 £525 £478
Median daily rate % change year-on-year
+4.76% +9.94%
90% offered a daily rate of more than £408 £404 £350
10% offered a daily rate of more than £725 £670 £650
UK excluding London median daily rate £503 £500 £460
% change year-on-year
+0.50% +8.69%
Number of hourly rates quoted 1 0 3
Median hourly rate £17.50 - £37.80
UK excluding London median hourly rate - - £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
40423 39105 37846
As % of all contract IT jobs located in England 82.09% 79.40% 77.92%
Number of daily rates quoted 27171 25311 24283
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
90% offered a daily rate of more than £300 £285 £275
10% offered a daily rate of more than £600 £576 £568
UK excluding London median daily rate £400 £387 £375
% change year-on-year
+3.35% +3.20%
Number of hourly rates quoted 899 1103 1146
Median hourly rate £27.50 £29.00 £27.50
Median hourly rate % change year-on-year
-5.17% +5.45%
90% offered a hourly rate of more than £13.00 £12.00 £12.75
10% offered a hourly rate of more than £47.50 £47.88 £47.50
UK excluding London median hourly rate £32.50 £30.50 £30.00
% change year-on-year
+6.55% +1.66%

Data Architecture
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Data Architecture as a proportion of all IT contracts with a match in 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 31 May 2016.

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 median contractor rates quoted in IT jobs citing Data Architecture within the England region over the 3 months to 31 May 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +22 159 £576 -3.95% 28
Yorkshire +26 48 £675 +44.00%
South East -34 41 £470 +4.44% 6
South West -8 19 £619 +14.58% 1
North West -29 16 £525 +5.00% 1
East of England +3 15 £550 +4.76% 3
West Midlands -21 12 £490 +8.58% 3
East Midlands +15 11 £475 -20.83% 1
North East -39 10 £700 +9.80%
Midlands - 10 £500 -
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 31 May 2016, IT contractor 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 contract ads across the England region with a requirement for Data Architecture.

1 316 (48.10%) Data Modelling
2 224 (34.09%) Data Warehouse
3 204 (31.05%) Business Intelligence
4 195 (29.68%) Data Management
5 192 (29.22%) Finance
6 157 (23.90%) SQL
7 134 (20.40%) Oracle
8 121 (18.42%) ETL
9 120 (18.26%) Analytics
10 118 (17.96%) Agile Software Development
11 116 (17.66%) Data Integration
12 115 (17.50%) Analytical Skills
12 115 (17.50%) Data Quality
13 104 (15.83%) Master Data Management
14 94 (14.31%) Big Data
15 93 (14.16%) Migration
16 90 (13.70%) Hadoop
17 87 (13.24%) Enterprise Architecture
18 83 (12.63%) Data Governance
19 76 (11.57%) Microsoft
20 72 (10.96%) Data Migration
21 69 (10.50%) Open Source
22 68 (10.35%) Logical Data Model
23 67 (10.20%) SQL Server
24 64 (9.74%) SAS
24 64 (9.74%) SOA
24 64 (9.74%) Informatica
24 64 (9.74%) ERwin
24 64 (9.74%) Banking
25 62 (9.44%) Management Information System

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 64 (9.74%) SAS
2 17 (2.59%) SharePoint
3 12 (1.83%) Apache Spark
4 11 (1.67%) CMS
5 9 (1.37%) Confluence
6 8 (1.22%) Node.js
7 7 (1.07%) Apache
7 7 (1.07%) Oracle SOA Suite
7 7 (1.07%) WebSphere
8 5 (0.76%) Apache Solr
8 5 (0.76%) Mule
8 5 (0.76%) nginx
8 5 (0.76%) Oracle Workflow
9 4 (0.61%) Elasticsearch
9 4 (0.61%) Sitecore CMS
10 3 (0.46%) Apache Pig
10 3 (0.46%) BizTalk Server
10 3 (0.46%) MQSI
10 3 (0.46%) SharePoint 2013
11 2 (0.30%) NetWeaver
Applications
1 14 (2.13%) MS Excel
2 4 (0.61%) MS Office
2 4 (0.61%) MS PowerPoint
2 4 (0.61%) MS Project
3 3 (0.46%) MS Visio
3 3 (0.46%) Spreadsheet
Business Applications
1 9 (1.37%) Dynamics CRM
2 7 (1.07%) Maximo
2 7 (1.07%) Oracle EBS R12
3 6 (0.91%) SAP IS-U
3 6 (0.91%) SAP Oil and Gas
4 5 (0.76%) SAP ERP
5 2 (0.30%) Dynamics AX
5 2 (0.30%) Oracle BPM
5 2 (0.30%) SAP MDM
5 2 (0.30%) Teamcenter
6 1 (0.15%) Eagle PACE
6 1 (0.15%) Loan IQ
6 1 (0.15%) SunGard Martini
Cloud Services
1 17 (2.59%) Amazon AWS
2 14 (2.13%) GitHub
3 10 (1.52%) Microsoft Azure
3 10 (1.52%) Office 365
4 5 (0.76%) SaaS
4 5 (0.76%) SuccessFactors
5 2 (0.30%) Cloud Computing
6 1 (0.15%) Adobe Analytics
6 1 (0.15%) Google Analytics
6 1 (0.15%) iPaaS
6 1 (0.15%) PaaS
Communications & Networking
1 2 (0.30%) Internet
1 2 (0.30%) SNMP
1 2 (0.30%) TCP/IP
2 1 (0.15%) 3G
2 1 (0.15%) ATM
2 1 (0.15%) CTI
2 1 (0.15%) DHCP
2 1 (0.15%) DNS
2 1 (0.15%) Extranet
2 1 (0.15%) HTTP
2 1 (0.15%) Intranet
2 1 (0.15%) WLAN
Database & Business Intelligence
1 224 (34.09%) Data Warehouse
2 94 (14.31%) Big Data
3 90 (13.70%) Hadoop
4 67 (10.20%) SQL Server
5 57 (8.68%) PostgreSQL
6 55 (8.37%) Enterprise Data Warehouse
7 50 (7.61%) BusinessObjects
8 49 (7.46%) MongoDB
9 47 (7.15%) Apache Hive
10 42 (6.39%) HBase
10 42 (6.39%) Pentaho
10 42 (6.39%) Relational Database
11 32 (4.87%) NoSQL
12 29 (4.41%) Oracle Database
13 24 (3.65%) Data Mining
13 24 (3.65%) SQL Server Integration Services
14 20 (3.04%) RDBMS
14 20 (3.04%) SQL Server Reporting Services
15 17 (2.59%) SQL Server Analysis Services
16 16 (2.44%) OLTP
Development Applications
1 64 (9.74%) ERwin
2 21 (3.20%) JIRA
2 21 (3.20%) Talend Open Studio
3 19 (2.89%) Jenkins
4 10 (1.52%) Git (software)
5 9 (1.37%) Maven
6 8 (1.22%) PowerDesigner
7 6 (0.91%) Toad
8 5 (0.76%) ClearQuest
8 5 (0.76%) Hudson
8 5 (0.76%) Oracle Forms
8 5 (0.76%) PVCS
9 4 (0.61%) Visual Studio
10 3 (0.46%) Rational Rose
10 3 (0.46%) XMLSpy
11 1 (0.15%) Atlassian Bamboo
11 1 (0.15%) JBuilder
11 1 (0.15%) Selenium
11 1 (0.15%) Subversion
11 1 (0.15%) TestDirector
General
1 192 (29.22%) Finance
2 64 (9.74%) Banking
3 33 (5.02%) Marketing
4 28 (4.26%) Retail
5 21 (3.20%) Investment Banking
6 18 (2.74%) Telecoms
7 12 (1.83%) Manufacturing
8 11 (1.67%) Advertising
9 9 (1.37%) Financial Institution
10 8 (1.22%) Automotive
11 7 (1.07%) Back Office
11 7 (1.07%) Front Office
11 7 (1.07%) Legal
12 6 (0.91%) Billing
12 6 (0.91%) Electronics
13 5 (0.76%) Publishing
14 2 (0.30%) Corporate Banking
15 1 (0.15%) Local Government
15 1 (0.15%) Pharmaceutical
15 1 (0.15%) Retail Banking
Job Titles
1 410 (62.40%) Architect
2 300 (45.66%) Data Architect
3 73 (11.11%) Analyst
4 62 (9.44%) Enterprise Architect
5 44 (6.70%) Enterprise Data Architect
5 44 (6.70%) Solutions Architect
6 39 (5.94%) Developer
7 38 (5.78%) Data Analyst
8 36 (5.48%) Technical Architect
9 35 (5.33%) Business Analyst
10 31 (4.72%) Big Data Architect
11 29 (4.41%) Project Manager
12 28 (4.26%) Consultant
13 26 (3.96%) Integration Architect
14 23 (3.50%) Senior Architect
15 19 (2.89%) Data Integration Architect
16 18 (2.74%) Data Consultant
16 18 (2.74%) Data Manager
16 18 (2.74%) Data Modeller
16 18 (2.74%) Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 42 (6.39%) Web Services
2 39 (5.94%) XML
3 33 (5.02%) REST
4 25 (3.81%) Middleware
5 17 (2.59%) WSDL
6 15 (2.28%) .NET
7 14 (2.13%) HTML
7 14 (2.13%) XSD
8 13 (1.98%) JSON
9 12 (1.83%) SOAP
10 8 (1.22%) FpML
10 8 (1.22%) Spring
11 6 (0.91%) .NET Framework
11 6 (0.91%) FIX Protocol
11 6 (0.91%) Hibernate
11 6 (0.91%) HTML5
11 6 (0.91%) Kafka
12 5 (0.76%) AngularJS
12 5 (0.76%) Oracle GoldenGate
12 5 (0.76%) Twitter Bootstrap
Miscellaneous
1 116 (17.66%) Data Integration
2 115 (17.50%) Analytical Skills
3 62 (9.44%) Management Information System
4 49 (7.46%) Visualisation
5 41 (6.24%) Reference Data
6 24 (3.65%) Data Structures
7 22 (3.35%) Algorithms
8 19 (2.89%) Enterprise Software
9 14 (2.13%) Data Conversion
10 12 (1.83%) Computer Science
11 10 (1.52%) Data Centre
11 10 (1.52%) Fixed Income
12 9 (1.37%) Data Protection Act
13 8 (1.22%) NHS
14 7 (1.07%) Data Extraction
14 7 (1.07%) Replication
15 6 (0.91%) Credit Risk
15 6 (0.91%) Statistics
16 5 (0.76%) Blog
16 5 (0.76%) Market Risk
Operating Systems
1 47 (7.15%) Unix
2 29 (4.41%) Windows
3 21 (3.20%) Linux
4 5 (0.76%) zOS
5 4 (0.61%) Windows Server 2008
6 3 (0.46%) Windows Server
7 2 (0.30%) AIX
7 2 (0.30%) Windows 7
7 2 (0.30%) Windows 8
7 2 (0.30%) Windows Server 2012
8 1 (0.15%) Android
8 1 (0.15%) Apple iOS
8 1 (0.15%) Solaris
8 1 (0.15%) Windows Server 2003
Processes & Methodologies
1 316 (48.10%) Data Modelling
2 204 (31.05%) Business Intelligence
3 195 (29.68%) Data Management
4 121 (18.42%) ETL
5 120 (18.26%) Analytics
6 118 (17.96%) Agile Software Development
7 104 (15.83%) Master Data Management
8 93 (14.16%) Migration
9 87 (13.24%) Enterprise Architecture
10 83 (12.63%) Data Governance
11 72 (10.96%) Data Migration
12 69 (10.50%) Open Source
13 68 (10.35%) Logical Data Model
14 64 (9.74%) SOA
15 58 (8.83%) Data Analysis
15 58 (8.83%) TOGAF
16 52 (7.91%) Stakeholder Management
17 47 (7.15%) Technical Architecture
17 47 (7.15%) UML
18 43 (6.54%) Physical Data Model
Programming Languages
1 157 (23.90%) SQL
2 60 (9.13%) Java
3 37 (5.63%) Shell Script
4 28 (4.26%) JavaScript
5 24 (3.65%) Python
6 21 (3.20%) C++
7 14 (2.13%) R
8 11 (1.67%) PL/SQL
9 9 (1.37%) C
10 8 (1.22%) C#
10 8 (1.22%) Scala
11 5 (0.76%) Groovy
11 5 (0.76%) T-SQL
12 4 (0.61%) PowerShell
13 3 (0.46%) SAS Macro
13 3 (0.46%) VC++
14 2 (0.30%) COBOL
14 2 (0.30%) VB.NET
15 1 (0.15%) Perl
15 1 (0.15%) PHP
Qualifications
1 61 (9.28%) Security Cleared
2 46 (7.00%) SC Cleared
3 31 (4.72%) Degree
4 10 (1.52%) BPSS Clearance
5 5 (0.76%) SAP Certification
6 4 (0.61%) CTC Cleared
6 4 (0.61%) Sun Certification
7 3 (0.46%) DV Cleared
7 3 (0.46%) MBA
7 3 (0.46%) PMI Certification
7 3 (0.46%) PMP
8 2 (0.30%) APMP
8 2 (0.30%) CITP
8 2 (0.30%) ISEB
8 2 (0.30%) PRINCE2 Certification
9 1 (0.15%) BC Cleared
9 1 (0.15%) CESG Certified Professional
9 1 (0.15%) Chartered Engineer
9 1 (0.15%) ITIL Certification
Quality Assurance & Compliance
1 115 (17.50%) Data Quality
2 26 (3.96%) QA
3 7 (1.07%) Sarbanes-Oxley
4 6 (0.91%) Disclosure Scotland
4 6 (0.91%) ISO20022
5 4 (0.61%) EMIR
5 4 (0.61%) MiFID
6 3 (0.46%) Dodd-Frank
6 3 (0.46%) SLA
6 3 (0.46%) Solvency II
7 2 (0.30%) AIFMD
7 2 (0.30%) FATCA
7 2 (0.30%) FINREP
7 2 (0.30%) ISO/IEC 27001
8 1 (0.15%) COBIT
8 1 (0.15%) Dublin Core
8 1 (0.15%) ISO 9000
8 1 (0.15%) ISO/IEC 20000
8 1 (0.15%) SAS 70
8 1 (0.15%) UCITS
System Software
1 14 (2.13%) VMware Infrastructure
2 9 (1.37%) Xen
3 7 (1.07%) Docker
4 4 (0.61%) HDFS
5 3 (0.46%) Apache Flume
6 2 (0.30%) Hyper-V
7 1 (0.15%) Active Directory
Systems Management
1 9 (1.37%) Opscode Chef
2 5 (0.76%) Data Guard
3 3 (0.46%) NetBackup
4 2 (0.30%) Capistrano
4 2 (0.30%) Nagios
4 2 (0.30%) Puppet
5 1 (0.15%) HP Quality Center
5 1 (0.15%) Oozie
5 1 (0.15%) Thomson Reuters DACS
Vendors
1 134 (20.40%) Oracle
2 76 (11.57%) Microsoft
3 64 (9.74%) Informatica
4 45 (6.85%) Tableau
5 42 (6.39%) SAP
6 37 (5.63%) CA
7 30 (4.57%) IBM
8 23 (3.50%) VMware
9 21 (3.20%) Talend
10 17 (2.59%) Teradata
11 10 (1.52%) Citrix
12 8 (1.22%) Cloudera
12 8 (1.22%) MuleSoft
13 6 (0.91%) Bloomberg
13 6 (0.91%) HP
14 5 (0.76%) AppDynamics
14 5 (0.76%) Embarcadero
14 5 (0.76%) Netezza
14 5 (0.76%) Pega
14 5 (0.76%) Salesforce.com
London
Opus Recruitment Solutions Ltd
Rate: £650 - £700 per day
Posted: 1 hour ago
City of London
Computer Futures
Rate: £500 - £550 per day
Posted: 6 days ago
City, London
Eames Consulting
Rate: £700 - £750 per day
Posted: 3 days ago
Horsham, Sussex
Aim Hire Jobs
Posted: 6 days ago
Corsham, Wiltshire
People Source Consulting
Rate: £650 - £700 per day
Posted: 5 days ago
Birmingham
Ampersand Consulting
Rate: £60000 - £65000 per annum + Fantastic Benefits
Posted: 8 days ago
Buckinghamshire
Rullion IT Plus
Posted: 5 days ago