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 27 August 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
27 Aug 2016
Same period 2015 Same period 2014
Data Architecture
Rank 310 376 315
Rank change year-on-year
+66 -61
Contract jobs citing Data Architecture 346 292 316
As % of all contract IT jobs located in England 0.70% 0.55% 0.62%
As % of the Processes & Methodologies category 0.84% 0.69% 0.79%
Number of daily rates quoted 218 194 212
Median daily rate £550 £550 £513
Median daily rate % change year-on-year
- +7.31%
90% offered a daily rate of more than £400 £400 £352
10% offered a daily rate of more than £750 £670 £675
UK excluding London median daily rate £500 £500 £493
% change year-on-year
- +1.52%
Number of hourly rates quoted 0 1 0
Median hourly rate - £37.50 -
UK excluding London median hourly rate - £37.50 -
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
41109 42571 40219
As % of all contract IT jobs located in England 83.07% 80.47% 78.85%
Number of daily rates quoted 27368 28203 25368
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +3.03%
90% offered a daily rate of more than £300 £290 £275
10% offered a daily rate of more than £600 £588 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 983 1139 1122
Median hourly rate £29.50 £31.44 £23.00
Median hourly rate % change year-on-year
-6.17% +36.69%
90% offered a hourly rate of more than £12.58 £13.00 £12.50
10% offered a hourly rate of more than £52.00 £51.44 £45.00
UK excluding London median hourly rate £30.00 £33.00 £26.00
% change year-on-year
-9.09% +26.92%

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 27 August 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 27 August 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 +63 205 £550 -4.34% 27
South East +15 54 £588 +33.52% 6
South West +13 22 £559 -8.77%
West Midlands -22 21 £479 +6.38% 2
Yorkshire -2 14 £563 +32.35%
North West +4 10 £538 -10.41% 4
East of England +20 9 £463 -7.50%
Midlands -6 4 £525 +5.00%
East Midlands -11 4 £550 +2.32% 3
North East -30 2 £750 +16.73%
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 27 August 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.

1 354 (51.91%) Data Modelling
2 230 (33.72%) Data Warehouse
3 211 (30.94%) Data Management
4 193 (28.30%) Business Intelligence
4 193 (28.30%) Finance
5 168 (24.63%) SQL
6 148 (21.70%) Data Quality
7 135 (19.79%) Analytics
7 135 (19.79%) Agile Software Development
8 129 (18.91%) Data Integration
9 121 (17.74%) Big Data
10 119 (17.45%) Master Data Management
11 113 (16.57%) Analytical Skills
12 112 (16.42%) Data Governance
13 109 (15.98%) ETL
14 108 (15.84%) Oracle
15 102 (14.96%) Migration
15 102 (14.96%) Hadoop
16 87 (12.76%) Data Migration
17 85 (12.46%) Enterprise Architecture
18 77 (11.29%) Open Source
19 76 (11.14%) Data Analysis
20 70 (10.26%) Informatica
21 68 (9.97%) Banking
22 67 (9.82%) Security Cleared
22 67 (9.82%) SOA
22 67 (9.82%) Project Management
23 64 (9.38%) Management Information System
24 63 (9.24%) Java
25 62 (9.09%) SAS

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 62 (9.09%) SAS
2 24 (3.52%) Apache Spark
3 12 (1.76%) Apache Pig
4 11 (1.61%) SharePoint
5 9 (1.32%) CMS
5 9 (1.32%) Confluence
5 9 (1.32%) nginx
6 7 (1.03%) Apache
7 5 (0.73%) Apache Solr
7 5 (0.73%) Mule
7 5 (0.73%) Oracle Workflow
7 5 (0.73%) SharePoint 2010
8 4 (0.59%) Documentum
8 4 (0.59%) Exchange Server 2010
8 4 (0.59%) Exchange Server 2013
8 4 (0.59%) MS Exchange
8 4 (0.59%) Oracle SOA Suite
8 4 (0.59%) Sitecore CMS
9 3 (0.44%) BizTalk Server
9 3 (0.44%) WebLogic
Applications
1 13 (1.91%) 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 1 (0.15%) MS Visio
5 1 (0.15%) SPSS
5 1 (0.15%) Windchill
Business Applications
1 7 (1.03%) Oracle EBS
2 6 (0.88%) Dynamics CRM
2 6 (0.88%) SAP IS-U
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%) ENOVIA
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
Cloud Services
1 18 (2.64%) Amazon AWS
1 18 (2.64%) Microsoft Azure
2 14 (2.05%) GitHub
3 12 (1.76%) SuccessFactors
4 4 (0.59%) PaaS
5 3 (0.44%) iPaaS
5 3 (0.44%) SaaS
6 1 (0.15%) Google Analytics
6 1 (0.15%) IBM Cloud
Communications & Networking
1 12 (1.76%) SMS
2 6 (0.88%) Intranet
3 3 (0.44%) CTI
3 3 (0.44%) HTTP
3 3 (0.44%) Internet
3 3 (0.44%) SNMP
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%) DOCSIS
5 1 (0.15%) Extranet
5 1 (0.15%) LDAP
5 1 (0.15%) Network Security
5 1 (0.15%) Wireless
Database & Business Intelligence
1 230 (33.72%) Data Warehouse
2 121 (17.74%) Big Data
3 102 (14.96%) Hadoop
4 59 (8.65%) MongoDB
5 57 (8.36%) PostgreSQL
5 57 (8.36%) SQL Server
6 54 (7.92%) Enterprise Data Warehouse
7 51 (7.48%) Apache Hive
8 50 (7.33%) Relational Database
9 48 (7.04%) BusinessObjects
9 48 (7.04%) HBase
9 48 (7.04%) NoSQL
10 44 (6.45%) Pentaho
11 33 (4.84%) Data Mining
12 25 (3.67%) Oracle Database
13 21 (3.08%) RDBMS
13 21 (3.08%) SQL Server Integration Services
14 20 (2.93%) SQL Server Reporting Services
15 18 (2.64%) Data Lake
16 15 (2.20%) SQL Server Analysis Services
Development Applications
1 56 (8.21%) ERwin
2 23 (3.37%) Jenkins
3 21 (3.08%) Talend Open Studio
4 20 (2.93%) JIRA
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
8 2 (0.29%) JBuilder
8 2 (0.29%) JMeter
8 2 (0.29%) LoadRunner
8 2 (0.29%) Selenium
8 2 (0.29%) SoapUI
8 2 (0.29%) Visual Studio
9 1 (0.15%) PowerDesigner
9 1 (0.15%) SQL Server Management Studio (SSMS)
9 1 (0.15%) Team Foundation Server
General
1 193 (28.30%) Finance
2 68 (9.97%) Banking
3 51 (7.48%) Retail
4 42 (6.16%) Marketing
5 31 (4.55%) Investment Banking
6 19 (2.79%) Legal
7 11 (1.61%) Telecoms
8 10 (1.47%) Manufacturing
9 9 (1.32%) Financial Institution
10 8 (1.17%) Advertising
10 8 (1.17%) Back Office
10 8 (1.17%) Billing
11 5 (0.73%) Front Office
11 5 (0.73%) Law
11 5 (0.73%) Publishing
11 5 (0.73%) Retail Banking
12 3 (0.44%) Aerospace
12 3 (0.44%) Automotive
13 2 (0.29%) Corporate Banking
13 2 (0.29%) Pharmaceutical
Job Titles
1 413 (60.56%) Architect
2 299 (43.84%) Data Architect
3 73 (10.70%) Analyst
4 59 (8.65%) Enterprise Architect
5 55 (8.06%) Solutions Architect
6 51 (7.48%) Data Analyst
7 43 (6.30%) Enterprise Data Architect
8 40 (5.87%) Senior Architect
9 33 (4.84%) Developer
10 32 (4.69%) Big Data Architect
11 27 (3.96%) Project Manager
12 25 (3.67%) Data Manager
12 25 (3.67%) Technical Architect
13 24 (3.52%) Senior Data Architect
14 23 (3.37%) Consultant
14 23 (3.37%) Integration Architect
15 21 (3.08%) Hadoop Architect
16 20 (2.93%) Business Analyst
17 16 (2.35%) Data Warehouse Architect
18 15 (2.20%) Senior Enterprise Architect
Libraries, Frameworks & Software Standards
1 57 (8.36%) XML
2 55 (8.06%) Web Services
3 41 (6.01%) REST
4 21 (3.08%) .NET
4 21 (3.08%) HTML
5 20 (2.93%) Middleware
6 19 (2.79%) SOAP
6 19 (2.79%) XSD
7 16 (2.35%) WSDL
8 12 (1.76%) JSON
9 9 (1.32%) AngularJS
10 8 (1.17%) EDI
10 8 (1.17%) Oracle GoldenGate
10 8 (1.17%) Spark Streaming
10 8 (1.17%) XSLT
11 7 (1.03%) Node.js
11 7 (1.03%) Spring
12 6 (0.88%) Java EE
13 5 (0.73%) Hibernate
13 5 (0.73%) Lucene
Miscellaneous
1 129 (18.91%) Data Integration
2 113 (16.57%) Analytical Skills
3 64 (9.38%) Management Information System
4 52 (7.62%) Visualisation
5 37 (5.43%) Data Structures
5 37 (5.43%) Reference Data
6 31 (4.55%) Algorithms
7 26 (3.81%) Enterprise Software
8 23 (3.37%) Data Conversion
9 16 (2.35%) Computer Science
9 16 (2.35%) Fixed Income
10 14 (2.05%) Statistics
11 12 (1.76%) Equities
11 12 (1.76%) NHS
12 9 (1.32%) Mainframe
13 8 (1.17%) Market Risk
14 7 (1.03%) Data Centre
14 7 (1.03%) Data Extraction
15 6 (0.88%) Credit Risk
15 6 (0.88%) Mathematics
Operating Systems
1 43 (6.30%) Unix
2 19 (2.79%) Windows
3 14 (2.05%) Linux
4 6 (0.88%) Windows Server 2008
5 5 (0.73%) Windows Server
6 4 (0.59%) AIX
6 4 (0.59%) Windows 7
6 4 (0.59%) Windows 8
6 4 (0.59%) Windows Server 2012
6 4 (0.59%) zOS
7 2 (0.29%) Solaris
8 1 (0.15%) Windows Server 2003
Processes & Methodologies
1 354 (51.91%) Data Modelling
2 211 (30.94%) Data Management
3 193 (28.30%) Business Intelligence
4 135 (19.79%) Agile Software Development
4 135 (19.79%) Analytics
5 119 (17.45%) Master Data Management
6 112 (16.42%) Data Governance
7 109 (15.98%) ETL
8 102 (14.96%) Migration
9 87 (12.76%) Data Migration
10 85 (12.46%) Enterprise Architecture
11 77 (11.29%) Open Source
12 76 (11.14%) Data Analysis
13 67 (9.82%) Project Management
13 67 (9.82%) SOA
14 62 (9.09%) Data Transformation
15 57 (8.36%) Logical Data Model
16 53 (7.77%) TOGAF
17 52 (7.62%) Stakeholder Management
18 43 (6.30%) Technical Architecture
Programming Languages
1 168 (24.63%) SQL
2 63 (9.24%) Java
3 39 (5.72%) JavaScript
4 38 (5.57%) Python
5 37 (5.43%) Shell Script
6 31 (4.55%) R
7 15 (2.20%) C++
7 15 (2.20%) Scala
8 13 (1.91%) T-SQL
9 11 (1.61%) C
10 10 (1.47%) Perl
11 7 (1.03%) C#
11 7 (1.03%) NATURAL
12 5 (0.73%) Groovy
13 4 (0.59%) VB.NET
14 3 (0.44%) PL/SQL
15 2 (0.29%) VB
16 1 (0.15%) PHP
16 1 (0.15%) SPARQL
16 1 (0.15%) VBA
Qualifications
1 67 (9.82%) Security Cleared
2 56 (8.21%) SC Cleared
3 44 (6.45%) Degree
4 7 (1.03%) BPSS Clearance
4 7 (1.03%) DV Cleared
5 4 (0.59%) Sun Certification
6 3 (0.44%) CLAS
7 2 (0.29%) MBA
7 2 (0.29%) PRINCE2 Certification
8 1 (0.15%) BC Cleared
8 1 (0.15%) CBAP
8 1 (0.15%) CISSP
8 1 (0.15%) Oracle Certification
8 1 (0.15%) PMP
Quality Assurance & Compliance
1 148 (21.70%) Data Quality
2 30 (4.40%) QA
3 9 (1.32%) ISO20022
3 9 (1.32%) MiFID
4 6 (0.88%) Disclosure Scotland
5 5 (0.73%) Sarbanes-Oxley
5 5 (0.73%) SAS 70
5 5 (0.73%) Solvency II
6 4 (0.59%) SLA
7 2 (0.29%) Basel II
7 2 (0.29%) FINREP
8 1 (0.15%) AIFMD
8 1 (0.15%) Dodd-Frank
8 1 (0.15%) EMIR
8 1 (0.15%) FATCA
8 1 (0.15%) ISO 9001
8 1 (0.15%) ISO/IEC 17799
8 1 (0.15%) ISO/IEC 27001
8 1 (0.15%) PCI DSS
8 1 (0.15%) UCITS
System Software
1 15 (2.20%) Docker
2 11 (1.61%) Apache Flume
2 11 (1.61%) HDFS
3 9 (1.32%) VMware Infrastructure
3 9 (1.32%) Xen
4 4 (0.59%) Corosync
4 4 (0.59%) Squid
5 1 (0.15%) Active Directory
5 1 (0.15%) Btrfs
Systems Management
1 11 (1.61%) Opscode Chef
2 9 (1.32%) Hadoop YARN
2 9 (1.32%) Microsoft Intune
3 5 (0.73%) Control-M
4 4 (0.59%) Data Guard
4 4 (0.59%) DBAmp
4 4 (0.59%) Pacemaker
4 4 (0.59%) Puppet
5 3 (0.44%) Thomson Reuters DACS
6 1 (0.15%) HP Quality Center
6 1 (0.15%) Oracle EDQ
Vendors
1 108 (15.84%) Oracle
2 70 (10.26%) Informatica
3 52 (7.62%) Microsoft
4 40 (5.87%) Tableau
5 33 (4.84%) CA
6 32 (4.69%) IBM
7 30 (4.40%) SAP
8 23 (3.37%) Cloudera
9 22 (3.23%) VMware
10 21 (3.08%) Salesforce.com
10 21 (3.08%) Talend
11 14 (2.05%) Salesforce Marketing Cloud
12 11 (1.61%) Citrix
12 11 (1.61%) Platfora
13 9 (1.32%) MuleSoft
13 9 (1.32%) Teradata
14 8 (1.17%) Pega
15 6 (0.88%) Ab Initio
15 6 (0.88%) Software AG
16 5 (0.73%) GoldenSource
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