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 5 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
5 May 2016
Same period 2015 Same period 2014
Data Architecture
Rank 316 302 361
Rank change year-on-year
-14 +59
Contract jobs citing Data Architecture 347 350 246
As % of all contract IT jobs located in England 0.68% 0.69% 0.50%
As % of the Processes & Methodologies category 0.83% 0.87% 0.64%
Number of daily rates quoted 251 255 168
Median daily rate £550 £525 £500
Median daily rate % change year-on-year
+4.76% +5.00%
90% offered a daily rate of more than £409 £400 £363
10% offered a daily rate of more than £700 £650 £675
UK excluding London median daily rate £500 £500 £460
% change year-on-year
- +8.69%
Number of hourly rates quoted 1 1 2
Median hourly rate £17.50 £13.00 £37.80
Median hourly rate % change year-on-year
+34.61% -65.60%
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
41597 40034 38672
As % of all contract IT jobs located in England 81.66% 79.09% 77.94%
Number of daily rates quoted 27827 25350 24580
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 £575 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 903 1172 1142
Median hourly rate £30.00 £29.00 £29.00
Median hourly rate % change year-on-year
+3.44% -
90% offered a hourly rate of more than £12.75 £12.36 £12.50
10% offered a hourly rate of more than £47.50 £49.50 £47.50
UK excluding London median hourly rate £36.00 £30.00 £30.41
% change year-on-year
+20.00% -1.35%

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 5 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 5 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 -15 157 £573 -2.55% 21
Yorkshire +39 61 £638 +37.83% 1
South East -25 46 £494 +9.66% 7
Midlands - 18 £425 -
North West -25 16 £513 +2.50% 1
East Midlands +23 12 £475 -26.92% 1
West Midlands -9 11 £550 +41.93% 3
East of England -3 10 £550 +4.76% 5
North East -27 10 £700 +9.80% 1
South West -19 9 £375 -29.24% 1
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 5 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.

1 313 (47.86%) Data Modelling
2 216 (33.03%) Data Warehouse
3 207 (31.65%) Business Intelligence
4 199 (30.43%) Finance
5 196 (29.97%) Data Management
6 152 (23.24%) SQL
7 137 (20.95%) Oracle
8 125 (19.11%) ETL
9 122 (18.65%) Data Integration
10 118 (18.04%) Data Quality
11 117 (17.89%) Analytics
12 115 (17.58%) Agile Software Development
13 108 (16.51%) Analytical Skills
14 101 (15.44%) Big Data
15 95 (14.53%) Master Data Management
16 90 (13.76%) Enterprise Architecture
16 90 (13.76%) Hadoop
17 86 (13.15%) Migration
18 85 (13.00%) Data Governance
19 74 (11.31%) Logical Data Model
20 73 (11.16%) Open Source
20 73 (11.16%) SQL Server
21 68 (10.40%) Microsoft
22 67 (10.24%) ERwin
23 66 (10.09%) SAS
24 65 (9.94%) Management Information System
25 64 (9.79%) Informatica
25 64 (9.79%) Banking
26 60 (9.17%) Java
27 57 (8.72%) PostgreSQL

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 (10.09%) SAS
2 19 (2.91%) SharePoint
3 12 (1.83%) Apache Spark
3 12 (1.83%) CMS
4 9 (1.38%) Node.js
5 8 (1.22%) WebSphere
6 7 (1.07%) Apache
7 5 (0.76%) Apache Solr
7 5 (0.76%) Mule
7 5 (0.76%) nginx
7 5 (0.76%) Oracle SOA Suite
8 4 (0.61%) Apache Pig
8 4 (0.61%) Elasticsearch
8 4 (0.61%) MQSI
8 4 (0.61%) Sitecore CMS
9 3 (0.46%) BizTalk Server
9 3 (0.46%) SharePoint 2013
10 2 (0.31%) Exchange Server 2013
10 2 (0.31%) Kentico
10 2 (0.31%) SharePoint 2010
Applications
1 15 (2.29%) MS Excel
2 6 (0.92%) MS Visio
3 4 (0.61%) MS Office
3 4 (0.61%) MS PowerPoint
3 4 (0.61%) MS Project
Business Applications
1 11 (1.68%) Dynamics CRM
2 7 (1.07%) SAP IS-U
3 6 (0.92%) SAP Oil and Gas
4 5 (0.76%) Maximo
4 5 (0.76%) Oracle EBS R12
4 5 (0.76%) SAP ERP
5 2 (0.31%) Dynamics AX
5 2 (0.31%) Oracle BPM
6 1 (0.15%) Eagle PACE
6 1 (0.15%) Loan IQ
6 1 (0.15%) SAP HR
6 1 (0.15%) SAP Payroll
6 1 (0.15%) SunGard Martini
6 1 (0.15%) Teamcenter
Cloud Services
1 18 (2.75%) Amazon AWS
2 12 (1.83%) Office 365
3 8 (1.22%) SaaS
4 7 (1.07%) Microsoft Azure
5 5 (0.76%) GitHub
6 3 (0.46%) Cloud Computing
7 2 (0.31%) SuccessFactors
8 1 (0.15%) Adobe Analytics
8 1 (0.15%) Force.com
8 1 (0.15%) Google Analytics
8 1 (0.15%) iPaaS
8 1 (0.15%) PaaS
Communications & Networking
1 3 (0.46%) 3G
1 3 (0.46%) WLAN
2 2 (0.31%) Internet
2 2 (0.31%) TCP/IP
3 1 (0.15%) ATM
3 1 (0.15%) CTI
3 1 (0.15%) DHCP
3 1 (0.15%) DNS
3 1 (0.15%) HTTP
3 1 (0.15%) SNMP
Database & Business Intelligence
1 216 (33.03%) Data Warehouse
2 101 (15.44%) Big Data
3 90 (13.76%) Hadoop
4 73 (11.16%) SQL Server
5 57 (8.72%) PostgreSQL
6 54 (8.26%) Enterprise Data Warehouse
7 53 (8.10%) BusinessObjects
8 49 (7.49%) Apache Hive
9 48 (7.34%) MongoDB
10 44 (6.73%) HBase
11 41 (6.27%) Pentaho
12 37 (5.66%) NoSQL
12 37 (5.66%) Relational Database
13 26 (3.98%) Data Mining
14 24 (3.67%) SQL Server Integration Services
15 23 (3.52%) Oracle Database
16 20 (3.06%) SQL Server Reporting Services
17 19 (2.91%) RDBMS
18 18 (2.75%) SQL Server Analysis Services
19 17 (2.60%) QlikView
Development Applications
1 67 (10.24%) ERwin
2 14 (2.14%) Talend Open Studio
3 8 (1.22%) Toad
4 7 (1.07%) PowerDesigner
5 6 (0.92%) JIRA
6 5 (0.76%) Git (software)
6 5 (0.76%) Hudson
6 5 (0.76%) Jenkins
6 5 (0.76%) Rational Rose
7 4 (0.61%) XMLSpy
8 3 (0.46%) Visual Studio
9 1 (0.15%) Atlassian Bamboo
9 1 (0.15%) JBuilder
9 1 (0.15%) Selenium
9 1 (0.15%) SQL Server Management Studio (SSMS)
9 1 (0.15%) Subversion
9 1 (0.15%) WebDriver
General
1 199 (30.43%) Finance
2 64 (9.79%) Banking
3 31 (4.74%) Marketing
4 27 (4.13%) Retail
5 16 (2.45%) Telecoms
6 14 (2.14%) Investment Banking
7 10 (1.53%) Advertising
7 10 (1.53%) Financial Institution
8 9 (1.38%) Manufacturing
9 8 (1.22%) Automotive
10 7 (1.07%) Back Office
10 7 (1.07%) Legal
11 6 (0.92%) Electronics
12 4 (0.61%) Front Office
12 4 (0.61%) Publishing
13 3 (0.46%) Billing
13 3 (0.46%) Corporate Banking
14 2 (0.31%) Games
15 1 (0.15%) Local Government
15 1 (0.15%) Retail Banking
Job Titles
1 419 (64.07%) Architect
2 295 (45.11%) Data Architect
3 68 (10.40%) Enterprise Architect
4 65 (9.94%) Analyst
5 49 (7.49%) Solutions Architect
6 48 (7.34%) Enterprise Data Architect
7 40 (6.12%) Technical Architect
8 35 (5.35%) Data Analyst
9 33 (5.05%) Developer
10 32 (4.89%) Big Data Architect
11 31 (4.74%) Business Analyst
12 30 (4.59%) Project Manager
13 29 (4.43%) Consultant
14 25 (3.82%) Senior Architect
15 24 (3.67%) Integration Architect
16 20 (3.06%) Data Consultant
16 20 (3.06%) Data Modeller
17 18 (2.75%) Data Warehouse Architect
18 17 (2.60%) Data Integration Architect
18 17 (2.60%) Data Manager
Libraries, Frameworks & Software Standards
1 29 (4.43%) Web Services
2 28 (4.28%) Middleware
3 26 (3.98%) XML
4 22 (3.36%) REST
5 19 (2.91%) HTML
6 16 (2.45%) .NET
6 16 (2.45%) JSON
7 10 (1.53%) SOAP
8 8 (1.22%) FpML
9 7 (1.07%) Kafka
9 7 (1.07%) WSDL
10 6 (0.92%) .NET Framework
10 6 (0.92%) FIX Protocol
10 6 (0.92%) Hibernate
10 6 (0.92%) HTML5
10 6 (0.92%) Spring
11 5 (0.76%) Lucene
11 5 (0.76%) Oracle GoldenGate
11 5 (0.76%) SAML
11 5 (0.76%) Spring Web Flow
Miscellaneous
1 122 (18.65%) Data Integration
2 108 (16.51%) Analytical Skills
3 65 (9.94%) Management Information System
4 48 (7.34%) Visualisation
5 44 (6.73%) Reference Data
6 28 (4.28%) Data Structures
7 18 (2.75%) Algorithms
8 16 (2.45%) Enterprise Software
9 13 (1.99%) Data Conversion
10 12 (1.83%) Computer Science
11 10 (1.53%) Credit Risk
12 9 (1.38%) Data Centre
12 9 (1.38%) Data Protection Act
13 7 (1.07%) Replication
14 6 (0.92%) Data Extraction
15 5 (0.76%) Blog
15 5 (0.76%) Microsoft Licensing
15 5 (0.76%) Taxonomies
16 4 (0.61%) Cryptography
16 4 (0.61%) Fixed Income
Operating Systems
1 46 (7.03%) Unix
2 21 (3.21%) Windows
3 20 (3.06%) Linux
4 5 (0.76%) zOS
5 4 (0.61%) AIX
5 4 (0.61%) Android
5 4 (0.61%) Apple iOS
6 3 (0.46%) Windows Server 2008
7 2 (0.31%) Windows 7
7 2 (0.31%) Windows 8
7 2 (0.31%) Windows Server
7 2 (0.31%) Windows Server 2012
8 1 (0.15%) Solaris
8 1 (0.15%) Windows Server 2003
Processes & Methodologies
1 313 (47.86%) Data Modelling
2 207 (31.65%) Business Intelligence
3 196 (29.97%) Data Management
4 125 (19.11%) ETL
5 117 (17.89%) Analytics
6 115 (17.58%) Agile Software Development
7 95 (14.53%) Master Data Management
8 90 (13.76%) Enterprise Architecture
9 86 (13.15%) Migration
10 85 (13.00%) Data Governance
11 74 (11.31%) Logical Data Model
12 73 (11.16%) Open Source
13 57 (8.72%) Data Migration
14 56 (8.56%) Data Analysis
14 56 (8.56%) Stakeholder Management
15 54 (8.26%) Technical Architecture
16 51 (7.80%) TOGAF
17 50 (7.65%) SOA
18 48 (7.34%) Physical Data Model
19 43 (6.57%) Project Management
Programming Languages
1 152 (23.24%) SQL
2 60 (9.17%) Java
3 37 (5.66%) Shell Script
4 29 (4.43%) JavaScript
5 22 (3.36%) C++
6 21 (3.21%) Python
7 14 (2.14%) PL/SQL
8 9 (1.38%) R
9 8 (1.22%) C#
9 8 (1.22%) Scala
10 6 (0.92%) C
10 6 (0.92%) T-SQL
11 5 (0.76%) Groovy
12 4 (0.61%) PowerShell
12 4 (0.61%) VC++
13 3 (0.46%) SAS Macro
14 2 (0.31%) COBOL
14 2 (0.31%) VB.NET
15 1 (0.15%) Pig Latin
15 1 (0.15%) VB
Qualifications
1 53 (8.10%) Security Cleared
2 34 (5.20%) SC Cleared
3 33 (5.05%) Degree
4 10 (1.53%) BPSS Clearance
5 5 (0.76%) SAP Certification
6 4 (0.61%) CTC Cleared
7 3 (0.46%) PMI Certification
7 3 (0.46%) PMP
8 2 (0.31%) APMP
8 2 (0.31%) BC Cleared
8 2 (0.31%) CITP
8 2 (0.31%) DV Cleared
8 2 (0.31%) ISEB
8 2 (0.31%) MBA
8 2 (0.31%) PRINCE2 Certification
9 1 (0.15%) CESG Certified Professional
9 1 (0.15%) Chartered Engineer
9 1 (0.15%) ITIL Certification
9 1 (0.15%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 118 (18.04%) Data Quality
2 27 (4.13%) QA
3 6 (0.92%) Disclosure Scotland
3 6 (0.92%) ISO20022
3 6 (0.92%) Sarbanes-Oxley
4 4 (0.61%) EMIR
4 4 (0.61%) MiFID
5 3 (0.46%) Dodd-Frank
6 2 (0.31%) AIFMD
6 2 (0.31%) FATCA
6 2 (0.31%) FINREP
6 2 (0.31%) ISO/IEC 27001
7 1 (0.15%) Basel II
7 1 (0.15%) COBIT
7 1 (0.15%) Dublin Core
7 1 (0.15%) ISO 9000
7 1 (0.15%) ISO/IEC 20000
7 1 (0.15%) SLA
7 1 (0.15%) Solvency II
7 1 (0.15%) UCITS
System Software
1 5 (0.76%) Apache Flume
1 5 (0.76%) HDFS
1 5 (0.76%) VMware Infrastructure
2 3 (0.46%) Active Directory
2 3 (0.46%) Docker
3 2 (0.31%) Hyper-V
Systems Management
1 5 (0.76%) Data Guard
1 5 (0.76%) Opscode Chef
2 3 (0.46%) NetBackup
2 3 (0.46%) Oozie
3 2 (0.31%) Capistrano
3 2 (0.31%) Nagios
3 2 (0.31%) Puppet
4 1 (0.15%) HP Quality Center
4 1 (0.15%) Thomson Reuters DACS
Vendors
1 137 (20.95%) Oracle
2 68 (10.40%) Microsoft
3 64 (9.79%) Informatica
4 45 (6.88%) Tableau
5 39 (5.96%) SAP
6 37 (5.66%) CA
7 34 (5.20%) IBM
8 15 (2.29%) Teradata
9 14 (2.14%) Talend
10 13 (1.99%) VMware
11 8 (1.22%) Cloudera
12 6 (0.92%) Bloomberg
12 6 (0.92%) Cognos
12 6 (0.92%) HP
12 6 (0.92%) MuleSoft
12 6 (0.92%) Red Hat
12 6 (0.92%) Salesforce.com
13 5 (0.76%) AppDynamics
13 5 (0.76%) Embarcadero
13 5 (0.76%) Pega
Horsham, Sussex
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