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 22 January 2017 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
22 Jan 2017
Same period 2016 Same period 2015
Data Architecture
UK / England
Rank 299 333 322
Rank change year-on-year
+34 -11
Contract jobs citing Data Architecture 280 297 277
As % of all contract IT jobs located in England 0.69% 0.64% 0.60%
As % of the Processes & Methodologies category 0.83% 0.78% 0.76%
Number of daily rates quoted 198 216 209
Median daily rate £550 £525 £525
Median daily rate % change year-on-year
+4.76% -
90% offered a daily rate of more than £438 £398 £385
10% offered a daily rate of more than £650 £700 £685
UK excluding London median daily rate £500 £475 £475
% change year-on-year
+5.26% -
Number of hourly rates quoted 0 0 3
Median hourly rate - - £37.50
UK excluding London median hourly rate - - £36.50

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
33619 38152 36402
As % of all contract IT jobs located in England 82.40% 82.04% 78.70%
Number of daily rates quoted 22424 25073 23863
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £288
10% offered a daily rate of more than £600 £600 £578
UK excluding London median daily rate £405 £400 £393
% change year-on-year
+1.25% +1.91%
Number of hourly rates quoted 835 1113 967
Median hourly rate £34.00 £37.50 £25.00
Median hourly rate % change year-on-year
-9.33% +50.00%
90% offered a hourly rate of more than £13.00 £13.00 £12.00
10% offered a hourly rate of more than £50.00 £55.00 £47.50
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 22 January 2017.

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 22 January 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +17 173 £575 -4.16% 19
South East -6 41 £550 +15.78% 9
South West +22 20 £490 +15.29% 3
North West +28 14 £450 -35.71% 6
West Midlands -7 11 £488 +2.78% 3
East of England -7 7 £450 -11.76% 4
Yorkshire +6 6 £500 +8.40% 3
East Midlands +9 5 £319 -42.04% 4
Midlands +2 1 £550 +83.33%
North East -22 1 - -
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 22 January 2017, 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.

1 318 (50.48%) Data Modelling
2 164 (26.03%) Finance
3 153 (24.29%) Business Intelligence
4 151 (23.97%) Data Management
5 148 (23.49%) Data Warehouse
6 147 (23.33%) Agile Software Development
7 142 (22.54%) Big Data
8 112 (17.78%) Analytics
8 112 (17.78%) Data Integration
9 109 (17.30%) Data Quality
10 106 (16.83%) SQL
11 103 (16.35%) Banking
12 99 (15.71%) Data Governance
13 97 (15.40%) Hadoop
14 96 (15.24%) ETL
15 92 (14.60%) Migration
16 88 (13.97%) Data Analysis
17 80 (12.70%) Analytical Skills
18 76 (12.06%) Oracle
19 74 (11.75%) Data Migration
20 72 (11.43%) TOGAF
21 68 (10.79%) SQL Server
22 67 (10.63%) Enterprise Architecture
23 64 (10.16%) Project Management
24 63 (10.00%) Security Cleared
25 61 (9.68%) Stakeholder Management
26 55 (8.73%) Retail
27 54 (8.57%) Degree
28 51 (8.10%) Reference Data
28 51 (8.10%) 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 51 (8.10%) Apache Spark
2 14 (2.22%) Oracle SOA Suite
3 13 (2.06%) SharePoint
4 12 (1.90%) Apache
4 12 (1.90%) nginx
5 11 (1.75%) Apache Solr
6 10 (1.59%) Apache Pig
6 10 (1.59%) SAS
7 7 (1.11%) WebLogic
8 6 (0.95%) JBoss
9 5 (0.79%) Elasticsearch
10 4 (0.63%) SharePoint 2010
11 3 (0.48%) Documentum
11 3 (0.48%) Exchange Server 2010
11 3 (0.48%) Exchange Server 2013
11 3 (0.48%) MS Exchange
11 3 (0.48%) Tomcat
12 2 (0.32%) Mule
12 2 (0.32%) SharePoint Server
12 2 (0.32%) WebSphere
Applications
1 18 (2.86%) MS Excel
2 8 (1.27%) MS Project
3 6 (0.95%) MS Office
3 6 (0.95%) MS Visio
4 1 (0.16%) MS PowerPoint
4 1 (0.16%) SPSS
4 1 (0.16%) Windchill
Business Applications
1 14 (2.22%) Dynamics CRM
2 5 (0.79%) SAP HCM
2 5 (0.79%) SAP Retail
3 4 (0.63%) Oracle EBS
4 3 (0.48%) Dynamics AX
5 2 (0.32%) SAP MDM
5 2 (0.32%) SAP Oil and Gas
5 2 (0.32%) Summit
6 1 (0.16%) Cognos Business Intelligence
6 1 (0.16%) ENOVIA
6 1 (0.16%) Markit EDM
6 1 (0.16%) Oracle ERP
6 1 (0.16%) Oracle Financials
6 1 (0.16%) Oracle Retail
6 1 (0.16%) SAP HR
6 1 (0.16%) Sonata
6 1 (0.16%) Teamcenter
Cloud Services
1 27 (4.29%) Microsoft Azure
2 19 (3.02%) Amazon AWS
3 10 (1.59%) SuccessFactors
4 9 (1.43%) SaaS
5 8 (1.27%) Cloud Computing
6 7 (1.11%) Azure Machine Learning
7 6 (0.95%) Amazon S3
7 6 (0.95%) IBM Cloud
8 4 (0.63%) Amazon Kinesis
9 3 (0.48%) Amazon EC2
9 3 (0.48%) Amazon EMR
9 3 (0.48%) Office 365
9 3 (0.48%) PaaS
10 2 (0.32%) iPaaS
11 1 (0.16%) Amazon Glacier
11 1 (0.16%) AWS CloudFormation
11 1 (0.16%) IaaS
11 1 (0.16%) OpenShift
11 1 (0.16%) Trello
11 1 (0.16%) Virtual Private Cloud
Communications & Networking
1 9 (1.43%) SMS
2 8 (1.27%) LDAP
3 7 (1.11%) HTTP
4 6 (0.95%) Internet
5 3 (0.48%) CTI
5 3 (0.48%) Kerberos
6 2 (0.32%) Network Security
6 2 (0.32%) OpenLDAP
7 1 (0.16%) DOCSIS
7 1 (0.16%) Firewall
7 1 (0.16%) FTP
7 1 (0.16%) Intranet
7 1 (0.16%) LAN
7 1 (0.16%) NAS
7 1 (0.16%) SAN
7 1 (0.16%) SSL
7 1 (0.16%) VPN
7 1 (0.16%) WAN
7 1 (0.16%) Wireless
Database & Business Intelligence
1 148 (23.49%) Data Warehouse
2 142 (22.54%) Big Data
3 97 (15.40%) Hadoop
4 68 (10.79%) SQL Server
5 51 (8.10%) Apache Hive
6 38 (6.03%) HBase
7 37 (5.87%) QlikView
8 34 (5.40%) MongoDB
9 30 (4.76%) Data Lake
9 30 (4.76%) NoSQL
10 28 (4.44%) BusinessObjects
10 28 (4.44%) SQL Server Reporting Services
11 27 (4.29%) SQL Server Integration Services
12 25 (3.97%) Data Mining
13 23 (3.65%) SQL Server Analysis Services
14 22 (3.49%) Oracle Database
15 17 (2.70%) Power BI
15 17 (2.70%) Relational Database
16 13 (2.06%) Impala
16 13 (2.06%) PostgreSQL
Development Applications
1 18 (2.86%) Jenkins
2 17 (2.70%) Talend Open Studio
3 14 (2.22%) ERwin
4 7 (1.11%) JIRA
4 7 (1.11%) PowerDesigner
5 4 (0.63%) Atlassian Bamboo
5 4 (0.63%) JMeter
6 3 (0.48%) Visual Studio
7 2 (0.32%) Cucumber
7 2 (0.32%) LoadRunner
7 2 (0.32%) MagicDraw
7 2 (0.32%) Selenium
7 2 (0.32%) SoapUI
7 2 (0.32%) Subversion
7 2 (0.32%) Xcode
8 1 (0.16%) Git (software)
8 1 (0.16%) Octopus Deploy
8 1 (0.16%) SQL Server Management Studio (SSMS)
8 1 (0.16%) TeamCity
8 1 (0.16%) Visual Studio Team System
General
1 164 (26.03%) Finance
2 103 (16.35%) Banking
3 55 (8.73%) Retail
4 40 (6.35%) Marketing
5 25 (3.97%) Investment Banking
6 16 (2.54%) Legal
7 13 (2.06%) Law
8 10 (1.59%) Retail Banking
8 10 (1.59%) Telecoms
9 7 (1.11%) Financial Institution
9 7 (1.11%) Publishing
10 6 (0.95%) Mandarin Language
10 6 (0.95%) Manufacturing
10 6 (0.95%) Spanish Language
11 4 (0.63%) Aerospace
12 3 (0.48%) Advertising
12 3 (0.48%) Automotive
12 3 (0.48%) Billing
12 3 (0.48%) Games
13 1 (0.16%) German Language
Job Titles
1 403 (63.97%) Architect
2 303 (48.10%) Data Architect
3 79 (12.54%) Analyst
4 73 (11.59%) Solutions Architect
5 43 (6.83%) Data Analyst
6 42 (6.67%) Big Data Architect
7 39 (6.19%) Developer
8 33 (5.24%) Enterprise Architect
8 33 (5.24%) Senior Architect
9 30 (4.76%) Enterprise Data Architect
10 27 (4.29%) Business Analyst
11 25 (3.97%) Business Intelligence Architect
12 22 (3.49%) Technical Architect
13 21 (3.33%) Senior Data Architect
14 20 (3.17%) Project Manager
15 19 (3.02%) Consultant
16 17 (2.70%) Hadoop Architect
17 14 (2.22%) Data Manager
17 14 (2.22%) Data Warehouse Architect
17 14 (2.22%) Integration Architect
Libraries, Frameworks & Software Standards
1 44 (6.98%) XML
2 36 (5.71%) Web Services
3 29 (4.60%) REST
4 27 (4.29%) .NET
5 25 (3.97%) Kafka
6 17 (2.70%) HTML
7 15 (2.38%) SOAP
8 14 (2.22%) XSD
9 12 (1.90%) Oracle GoldenGate
10 11 (1.75%) RESTful
11 10 (1.59%) Middleware
11 10 (1.59%) scikit-learn
12 8 (1.27%) Apache Avro
13 7 (1.11%) JSON
14 6 (0.95%) J2EE
14 6 (0.95%) XML Schema
15 5 (0.79%) HTML5
15 5 (0.79%) Node.js
16 4 (0.63%) Pandas
16 4 (0.63%) SparkR
Miscellaneous
1 112 (17.78%) Data Integration
2 80 (12.70%) Analytical Skills
3 51 (8.10%) Management Information System
3 51 (8.10%) Reference Data
4 34 (5.40%) Visualisation
5 33 (5.24%) Data Structures
6 30 (4.76%) Computer Science
7 20 (3.17%) Credit Risk
8 16 (2.54%) User Experience
9 15 (2.38%) Enterprise Software
10 13 (2.06%) Market Risk
11 11 (1.75%) Taxonomies
12 10 (1.59%) Statistics
13 9 (1.43%) Ontologies
14 8 (1.27%) Grid Computing
15 7 (1.11%) Economics
15 7 (1.11%) Equities
15 7 (1.11%) Mainframe
16 6 (0.95%) Fixed Income
16 6 (0.95%) Virtual Team
Operating Systems
1 15 (2.38%) Linux
2 11 (1.75%) Windows
3 10 (1.59%) Unix
4 3 (0.48%) Windows 7
4 3 (0.48%) Windows 8
4 3 (0.48%) Windows Server
4 3 (0.48%) Windows Server 2008
4 3 (0.48%) Windows Server 2012
5 2 (0.32%) AIX
5 2 (0.32%) Android
5 2 (0.32%) Apple iOS
6 1 (0.16%) Solaris
Processes & Methodologies
1 318 (50.48%) Data Modelling
2 153 (24.29%) Business Intelligence
3 151 (23.97%) Data Management
4 147 (23.33%) Agile Software Development
5 112 (17.78%) Analytics
6 99 (15.71%) Data Governance
7 96 (15.24%) ETL
8 92 (14.60%) Migration
9 88 (13.97%) Data Analysis
10 74 (11.75%) Data Migration
11 72 (11.43%) TOGAF
12 67 (10.63%) Enterprise Architecture
13 64 (10.16%) Project Management
14 61 (9.68%) Stakeholder Management
15 50 (7.94%) CRM
15 50 (7.94%) SOA
16 42 (6.67%) Open Source
17 41 (6.51%) Logical Data Model
18 39 (6.19%) Master Data Management
19 32 (5.08%) Physical Data Model
Programming Languages
1 106 (16.83%) SQL
2 48 (7.62%) Java
3 35 (5.56%) Python
4 30 (4.76%) R
5 26 (4.13%) Scala
6 18 (2.86%) JavaScript
7 15 (2.38%) T-SQL
8 8 (1.27%) Shell Script
9 7 (1.11%) C#
9 7 (1.11%) NATURAL
9 7 (1.11%) Perl
9 7 (1.11%) PHP
10 6 (0.95%) C++
11 5 (0.79%) C
11 5 (0.79%) SPARQL
11 5 (0.79%) VB.NET
12 3 (0.48%) PL/SQL
12 3 (0.48%) Ruby
13 2 (0.32%) PowerShell
13 2 (0.32%) XPath
Qualifications
1 63 (10.00%) Security Cleared
2 54 (8.57%) Degree
3 48 (7.62%) SC Cleared
4 9 (1.43%) Oracle Certification
5 8 (1.27%) CLAS
5 8 (1.27%) PRINCE2 Certification
6 6 (0.95%) MBA
7 5 (0.79%) CTC Cleared
7 5 (0.79%) DV Cleared
7 5 (0.79%) PMP
8 3 (0.48%) BPSS Clearance
8 3 (0.48%) Six Sigma Black Belt
8 3 (0.48%) Six Sigma Green Belt
8 3 (0.48%) Six Sigma Yellow Belt
9 2 (0.32%) CISSP
10 1 (0.16%) CBAP
10 1 (0.16%) ISEB
10 1 (0.16%) ITIL Certification
10 1 (0.16%) PMI Certification
Quality Assurance & Compliance
1 109 (17.30%) Data Quality
2 20 (3.17%) ISO20022
3 16 (2.54%) MiFID
4 14 (2.22%) QA
5 11 (1.75%) FATCA
6 4 (0.63%) Solvency II
7 3 (0.48%) ISO/IEC 27001
8 2 (0.32%) AIFMD
8 2 (0.32%) Basel II
8 2 (0.32%) COBIT
8 2 (0.32%) Disclosure Scotland
8 2 (0.32%) EMIR
9 1 (0.16%) HL7
9 1 (0.16%) ISO 9000
9 1 (0.16%) ISO 9001
9 1 (0.16%) ISO/IEC 17799
9 1 (0.16%) P3O
9 1 (0.16%) SLA
System Software
1 22 (3.49%) Docker
2 13 (2.06%) HDFS
3 12 (1.90%) Corosync
3 12 (1.90%) Squid
4 11 (1.75%) Apache Flume
5 2 (0.32%) Btrfs
5 2 (0.32%) vCloud
6 1 (0.16%) Active Directory
6 1 (0.16%) Hyper-V
6 1 (0.16%) XenApp
6 1 (0.16%) XenDesktop
6 1 (0.16%) XenServer
Systems Management
1 13 (2.06%) Puppet
2 12 (1.90%) Pacemaker
3 8 (1.27%) Oozie
4 4 (0.63%) MOM
5 2 (0.32%) Ansible
5 2 (0.32%) Hadoop YARN
5 2 (0.32%) Nagios
5 2 (0.32%) Opscode Chef
5 2 (0.32%) vRealize
6 1 (0.16%) Control-M
6 1 (0.16%) DBAmp
6 1 (0.16%) HP Quality Center
6 1 (0.16%) Kibana
Vendors
1 76 (12.06%) Oracle
2 37 (5.87%) Microsoft
3 31 (4.92%) IBM
4 30 (4.76%) Tableau
5 28 (4.44%) SAP
6 23 (3.65%) Informatica
7 20 (3.17%) Salesforce.com
8 17 (2.70%) Cloudera
8 17 (2.70%) Talend
9 14 (2.22%) Netezza
9 14 (2.22%) Splunk
9 14 (2.22%) Teradata
10 11 (1.75%) Cognos
10 11 (1.75%) MapR
11 10 (1.59%) Salesforce Marketing Cloud
12 9 (1.43%) Nuix
13 7 (1.11%) Hortonworks
13 7 (1.11%) HP
14 6 (0.95%) Google
14 6 (0.95%) Software AG
Essex
Harvey Nash plc
Rate: £500 - £580 per day
Posted: 2 days ago
Bracknell, Berkshire
Hydrogen Group
Posted: 3 days ago
Southampton, Hampshire
Opus Recruitment Solutions Ltd
Rate: £400 - £500 per day
Posted: 2 days ago
Manchester, Lancashire
Rullion IT Plus
Rate: £700 per day
Posted: 2 days ago
Southampton, Hampshire
Lorien Resourcing
Posted: 5 days ago
Macclesfield, Cheshire
Spring Technology
Rate: £550.00 per day
Posted: 5 days ago
London
TEKsystems
Rate: £1 per day + Market Rate
Posted: 5 days ago
Manchester
Glocomms
Rate: £700 - £800 per day
Posted: 18 days ago