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 28 July 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
28 Jul 2016
Same period 2015 Same period 2014
Data Architecture
Rank 324 361 327
Rank change year-on-year
+37 -34
Contract jobs citing Data Architecture 342 283 287
As % of all contract IT jobs located in England 0.69% 0.55% 0.58%
As % of the Processes & Methodologies category 0.83% 0.68% 0.74%
Number of daily rates quoted 215 193 188
Median daily rate £550 £548 £500
Median daily rate % change year-on-year
+0.45% +9.50%
90% offered a daily rate of more than £400 £388 £372
10% offered a daily rate of more than £700 £670 £675
UK excluding London median daily rate £500 £500 £475
% change year-on-year
- +5.26%
Number of hourly rates quoted 1 0 2
Median hourly rate £17.50 - £81.40
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
41454 41365 38999
As % of all contract IT jobs located in England 83.05% 80.00% 78.90%
Number of daily rates quoted 27626 27425 24650
Median daily rate £448 £420 £405
Median daily rate % change year-on-year
+6.54% +3.70%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 961 1085 1124
Median hourly rate £28.50 £27.50 £25.00
Median hourly rate % change year-on-year
+3.63% +10.00%
90% offered a hourly rate of more than £12.79 £12.50 £13.00
10% offered a hourly rate of more than £51.50 £52.19 £45.00
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

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 28 July 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 28 July 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 +53 196 £570 -0.86% 36
South East +2 43 £488 +10.79% 5
South West +23 30 £613 +5.83% 4
West Midlands -21 26 £490 +8.58% 3
East of England +31 15 £475 -13.63% 3
Yorkshire -7 15 £550 +15.78% 3
North West -7 7 £675 +12.50% 7
Midlands 0 3 £550 -
East Midlands -14 3 £550 - 4
North East -41 2 £750 +11.94%
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 28 July 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.

1 337 (49.41%) Data Modelling
2 226 (33.14%) Data Warehouse
3 206 (30.21%) Finance
4 196 (28.74%) Data Management
5 191 (28.01%) Business Intelligence
6 166 (24.34%) SQL
7 141 (20.67%) Analytics
8 137 (20.09%) Data Quality
9 131 (19.21%) Agile Software Development
10 128 (18.77%) Data Integration
11 121 (17.74%) Master Data Management
12 118 (17.30%) Big Data
13 117 (17.16%) ETL
14 112 (16.42%) Analytical Skills
15 109 (15.98%) Data Governance
15 109 (15.98%) Hadoop
16 107 (15.69%) Oracle
17 93 (13.64%) Migration
18 85 (12.46%) Enterprise Architecture
19 76 (11.14%) Data Migration
20 72 (10.56%) Banking
21 71 (10.41%) Open Source
22 70 (10.26%) Java
22 70 (10.26%) Informatica
23 66 (9.68%) SAS
23 66 (9.68%) Logical Data Model
24 65 (9.53%) Data Analysis
25 64 (9.38%) Security Cleared
26 61 (8.94%) TOGAF
26 61 (8.94%) Data Transformation

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 66 (9.68%) SAS
2 23 (3.37%) Apache Spark
3 13 (1.91%) SharePoint
4 11 (1.61%) Apache Pig
5 10 (1.47%) CMS
6 9 (1.32%) Confluence
7 7 (1.03%) Apache
8 5 (0.73%) Apache Solr
8 5 (0.73%) Mule
8 5 (0.73%) nginx
8 5 (0.73%) Oracle Workflow
9 4 (0.59%) Oracle SOA Suite
9 4 (0.59%) Sitecore CMS
10 3 (0.44%) BizTalk Server
10 3 (0.44%) Documentum
10 3 (0.44%) Exchange Server 2010
10 3 (0.44%) Exchange Server 2013
10 3 (0.44%) MS Exchange
10 3 (0.44%) SharePoint 2010
10 3 (0.44%) WebLogic
Applications
1 12 (1.76%) MS Excel
2 5 (0.73%) MS Project
3 4 (0.59%) MS Office
3 4 (0.59%) MS PowerPoint
4 3 (0.44%) Spreadsheet
5 2 (0.29%) MS Visio
Business Applications
1 7 (1.03%) Dynamics CRM
2 6 (0.88%) SAP IS-U
3 5 (0.73%) Oracle EBS
3 5 (0.73%) Oracle EBS R12
3 5 (0.73%) SAP ERP
4 4 (0.59%) Maximo
5 2 (0.29%) Dynamics AX
5 2 (0.29%) Markit EDM
5 2 (0.29%) SAP MDM
5 2 (0.29%) Teamcenter
6 1 (0.15%) Loan IQ
6 1 (0.15%) Oracle BPM
6 1 (0.15%) Salesforce.com CRM
6 1 (0.15%) SAP HR
6 1 (0.15%) SAP Oil and Gas
6 1 (0.15%) SunGard Martini
Cloud Services
1 18 (2.64%) Amazon AWS
2 17 (2.49%) Microsoft Azure
3 14 (2.05%) GitHub
4 12 (1.76%) SuccessFactors
5 4 (0.59%) PaaS
6 2 (0.29%) iPaaS
6 2 (0.29%) SaaS
7 1 (0.15%) Adobe Analytics
7 1 (0.15%) Google Analytics
Communications & Networking
1 7 (1.03%) SMS
2 5 (0.73%) Intranet
3 3 (0.44%) Internet
3 3 (0.44%) SNMP
4 2 (0.29%) CTI
4 2 (0.29%) HTTP
4 2 (0.29%) TCP/IP
5 1 (0.15%) ATM
5 1 (0.15%) DHCP
5 1 (0.15%) DNS
5 1 (0.15%) Extranet
5 1 (0.15%) Wireless
Database & Business Intelligence
1 226 (33.14%) Data Warehouse
2 118 (17.30%) Big Data
3 109 (15.98%) Hadoop
4 60 (8.80%) SQL Server
5 58 (8.50%) MongoDB
6 57 (8.36%) PostgreSQL
7 54 (7.92%) Relational Database
8 51 (7.48%) Enterprise Data Warehouse
9 49 (7.18%) BusinessObjects
10 48 (7.04%) Pentaho
11 47 (6.89%) Apache Hive
12 46 (6.74%) HBase
12 46 (6.74%) NoSQL
13 26 (3.81%) Data Mining
13 26 (3.81%) RDBMS
14 22 (3.23%) Oracle Database
14 22 (3.23%) SQL Server Integration Services
15 19 (2.79%) SQL Server Reporting Services
16 18 (2.64%) Data Lake
17 15 (2.20%) Cloudera CDH
Development Applications
1 58 (8.50%) ERwin
2 22 (3.23%) Talend Open Studio
3 20 (2.93%) JIRA
4 19 (2.79%) Jenkins
5 11 (1.61%) Git (software)
6 9 (1.32%) Maven
7 5 (0.73%) ClearQuest
7 5 (0.73%) Hudson
7 5 (0.73%) Oracle Forms
7 5 (0.73%) PVCS
7 5 (0.73%) Toad
7 5 (0.73%) Visual Studio
8 2 (0.29%) JBuilder
8 2 (0.29%) PowerDesigner
9 1 (0.15%) JMeter
9 1 (0.15%) LoadRunner
9 1 (0.15%) Rational Rose
9 1 (0.15%) Selenium
9 1 (0.15%) Subversion
9 1 (0.15%) TestDirector
General
1 206 (30.21%) Finance
2 72 (10.56%) Banking
3 42 (6.16%) Retail
4 37 (5.43%) Investment Banking
5 36 (5.28%) Marketing
6 18 (2.64%) Legal
7 13 (1.91%) Telecoms
8 8 (1.17%) Advertising
8 8 (1.17%) Back Office
8 8 (1.17%) Financial Institution
8 8 (1.17%) Manufacturing
9 7 (1.03%) Billing
10 5 (0.73%) Front Office
11 4 (0.59%) Publishing
12 3 (0.44%) Retail Banking
13 2 (0.29%) Corporate Banking
13 2 (0.29%) Pharmaceutical
14 1 (0.15%) Electronics
14 1 (0.15%) Law
Job Titles
1 423 (62.02%) Architect
2 303 (44.43%) Data Architect
3 74 (10.85%) Analyst
4 62 (9.09%) Enterprise Architect
5 51 (7.48%) Data Analyst
6 46 (6.74%) Solutions Architect
7 44 (6.45%) Enterprise Data Architect
8 35 (5.13%) Big Data Architect
9 32 (4.69%) Senior Architect
10 31 (4.55%) Developer
10 31 (4.55%) Technical Architect
11 27 (3.96%) Hadoop Architect
11 27 (3.96%) Project Manager
12 22 (3.23%) Data Manager
13 21 (3.08%) Consultant
14 20 (2.93%) Business Analyst
15 19 (2.79%) Integration Architect
16 18 (2.64%) Senior Data Architect
17 16 (2.35%) Data Warehouse Architect
17 16 (2.35%) Information Architect
Libraries, Frameworks & Software Standards
1 50 (7.33%) Web Services
2 49 (7.18%) XML
3 45 (6.60%) REST
4 21 (3.08%) .NET
5 19 (2.79%) HTML
6 18 (2.64%) SOAP
7 17 (2.49%) Middleware
7 17 (2.49%) XSD
8 16 (2.35%) WSDL
9 11 (1.61%) JSON
10 9 (1.32%) AngularJS
11 8 (1.17%) EDI
11 8 (1.17%) Spark Streaming
11 8 (1.17%) XSLT
12 7 (1.03%) Node.js
12 7 (1.03%) Spring
13 6 (0.88%) HTML5
14 5 (0.73%) Lucene
14 5 (0.73%) Oracle GoldenGate
14 5 (0.73%) Twitter Bootstrap
Miscellaneous
1 128 (18.77%) Data Integration
2 112 (16.42%) Analytical Skills
3 55 (8.06%) Management Information System
3 55 (8.06%) Visualisation
4 41 (6.01%) Data Structures
5 36 (5.28%) Reference Data
6 31 (4.55%) Algorithms
7 25 (3.67%) Enterprise Software
8 24 (3.52%) Data Conversion
9 17 (2.49%) Fixed Income
10 14 (2.05%) Computer Science
11 13 (1.91%) Equities
12 12 (1.76%) Data Centre
12 12 (1.76%) NHS
12 12 (1.76%) Statistics
13 9 (1.32%) Market Risk
14 7 (1.03%) Data Extraction
14 7 (1.03%) Replication
15 5 (0.73%) Credit Risk
15 5 (0.73%) Mainframe
Operating Systems
1 43 (6.30%) Unix
2 21 (3.08%) Windows
3 16 (2.35%) Linux
4 5 (0.73%) Windows Server 2008
4 5 (0.73%) zOS
5 4 (0.59%) Windows Server
6 3 (0.44%) AIX
6 3 (0.44%) Windows 7
6 3 (0.44%) Windows 8
6 3 (0.44%) Windows Server 2012
7 2 (0.29%) Solaris
8 1 (0.15%) Windows Server 2003
Processes & Methodologies
1 337 (49.41%) Data Modelling
2 196 (28.74%) Data Management
3 191 (28.01%) Business Intelligence
4 141 (20.67%) Analytics
5 131 (19.21%) Agile Software Development
6 121 (17.74%) Master Data Management
7 117 (17.16%) ETL
8 109 (15.98%) Data Governance
9 93 (13.64%) Migration
10 85 (12.46%) Enterprise Architecture
11 76 (11.14%) Data Migration
12 71 (10.41%) Open Source
13 66 (9.68%) Logical Data Model
14 65 (9.53%) Data Analysis
15 61 (8.94%) Data Transformation
15 61 (8.94%) TOGAF
16 60 (8.80%) Project Management
17 59 (8.65%) SOA
18 53 (7.77%) Stakeholder Management
19 46 (6.74%) Technical Architecture
Programming Languages
1 166 (24.34%) SQL
2 70 (10.26%) Java
3 36 (5.28%) Shell Script
4 35 (5.13%) Python
5 33 (4.84%) JavaScript
6 31 (4.55%) R
7 15 (2.20%) C++
7 15 (2.20%) Scala
8 10 (1.47%) Perl
9 9 (1.32%) C
9 9 (1.32%) T-SQL
10 6 (0.88%) C#
11 5 (0.73%) Groovy
12 3 (0.44%) SAS Macro
12 3 (0.44%) VB.NET
13 2 (0.29%) NATURAL
13 2 (0.29%) PL/SQL
13 2 (0.29%) VB
14 1 (0.15%) PHP
14 1 (0.15%) VC++
Qualifications
1 64 (9.38%) Security Cleared
2 52 (7.62%) SC Cleared
3 38 (5.57%) Degree
4 8 (1.17%) BPSS Clearance
4 8 (1.17%) DV Cleared
5 4 (0.59%) Sun Certification
6 2 (0.29%) MBA
6 2 (0.29%) PMP
7 1 (0.15%) APMP
7 1 (0.15%) BC Cleared
7 1 (0.15%) CISSP
7 1 (0.15%) PMI Certification
7 1 (0.15%) PRINCE2 Certification
Quality Assurance & Compliance
1 137 (20.09%) Data Quality
2 27 (3.96%) QA
3 5 (0.73%) Disclosure Scotland
3 5 (0.73%) MiFID
3 5 (0.73%) Sarbanes-Oxley
3 5 (0.73%) SAS 70
4 4 (0.59%) SLA
4 4 (0.59%) Solvency II
5 3 (0.44%) ISO/IEC 27001
6 2 (0.29%) Dodd-Frank
6 2 (0.29%) EMIR
6 2 (0.29%) FINREP
7 1 (0.15%) AIFMD
7 1 (0.15%) COBIT
7 1 (0.15%) FATCA
7 1 (0.15%) ISO/IEC 17799
7 1 (0.15%) ISO/IEC 20000
7 1 (0.15%) ISO20022
7 1 (0.15%) UCITS
System Software
1 11 (1.61%) Docker
2 10 (1.47%) Apache Flume
2 10 (1.47%) VMware Infrastructure
3 9 (1.32%) Xen
4 8 (1.17%) HDFS
5 1 (0.15%) Active Directory
5 1 (0.15%) Virtual Machines
Systems Management
1 12 (1.76%) Opscode Chef
2 9 (1.32%) Microsoft Intune
3 8 (1.17%) Hadoop YARN
4 5 (0.73%) Control-M
4 5 (0.73%) Data Guard
5 4 (0.59%) DBAmp
6 3 (0.44%) Thomson Reuters DACS
7 1 (0.15%) Capistrano
7 1 (0.15%) HP Quality Center
7 1 (0.15%) Nagios
7 1 (0.15%) NetBackup
7 1 (0.15%) Oracle EDQ
7 1 (0.15%) Puppet
Vendors
1 107 (15.69%) Oracle
2 70 (10.26%) Informatica
3 59 (8.65%) Microsoft
4 43 (6.30%) Tableau
5 33 (4.84%) CA
6 29 (4.25%) IBM
6 29 (4.25%) SAP
7 28 (4.11%) Cloudera
8 27 (3.96%) VMware
9 22 (3.23%) Talend
10 15 (2.20%) Teradata
11 14 (2.05%) Salesforce.com
12 13 (1.91%) Platfora
13 11 (1.61%) Citrix
14 9 (1.32%) Pega
15 8 (1.17%) MuleSoft
15 8 (1.17%) Salesforce Marketing Cloud
16 6 (0.88%) Embarcadero
16 6 (0.88%) Netezza
17 5 (0.73%) MicroStrategy
London
Careerwise UK Limited
Rate: £500 - £600 per day
Posted: 13 hours ago
London
Venturi
Rate: £600 - £625 per day
Posted: 15 hours ago
London
Venturi
Rate: £500 - £525 per day
Posted: 2 days ago
Liverpool, Merseyside
Uniting Ambition
Rate: 500 - 550
Posted: 2 days ago
Berkshire
Networking People
Rate: Excellent / Neg
Posted: 10 hours ago
London
Venturi
Rate: £450 - £475 per day
Posted: 2 days ago
London
TEKsystems
Rate: £800 - £1000 per day + competitive
Posted: 3 days ago
City, London
Aquent
Rate: £200 - £330 per day
Posted: Yesterday
South West
Spring Technology
Posted: Yesterday
London
TEKsystems
Rate: £1 per annum + market rate
Posted: 2 days ago
West London
Optima Connections
Rate: Up to £625 per day
Posted: 2 days ago
South West
Spring Technology
Posted: Yesterday
Croydon
TDA Group
Rate: £450 - £500 per annum
Posted: 2 days ago
London
Experis Ltd
Rate: £0.00 - £0.01 per day + Market Rate
Posted: 3 days ago
London
Experis Ltd
Rate: market rate
Posted: 6 days ago