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 1 October 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
1 Oct 2016
Same period 2015 Same period 2014
Data Architecture
Rank 304 368 331
Rank change year-on-year
+64 -37
Contract jobs citing Data Architecture 345 291 321
As % of all contract IT jobs located in England 0.71% 0.55% 0.61%
As % of the Processes & Methodologies category 0.84% 0.68% 0.78%
Number of daily rates quoted 242 192 215
Median daily rate £550 £505 £525
Median daily rate % change year-on-year
+8.91% -3.80%
90% offered a daily rate of more than £400 £380 £350
10% offered a daily rate of more than £693 £670 £665
UK excluding London median daily rate £538 £500 £475
% change year-on-year
+7.50% +5.26%
Number of hourly rates quoted 0 3 2
Median hourly rate - £37.50 £82.00
Median hourly rate % change year-on-year
- -54.26%
UK excluding London median hourly rate - £41.25 £82.00
% change year-on-year
- -49.69%
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
40831 42666 40917
As % of all contract IT jobs located in England 83.45% 81.24% 77.27%
Number of daily rates quoted 27254 28340 26063
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 £600 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1041 1188 1145
Median hourly rate £31.00 £32.50 £23.50
Median hourly rate % change year-on-year
-4.61% +38.29%
90% offered a hourly rate of more than £13.00 £13.00 £12.50
10% offered a hourly rate of more than £50.00 £48.23 £48.00
UK excluding London median hourly rate £32.50 £34.00 £26.00
% change year-on-year
-4.41% +30.76%

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 1 October 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 1 October 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 +82 211 £550 +4.76% 28
South East -1 49 £625 +35.50% 5
South West +24 21 £420 -31.42% 2
North West -3 19 £600 -1.63% 1
West Midlands -13 19 £515 +14.44%
Yorkshire +9 9 £508 +19.41% 1
East of England +13 8 £450 +12.50% 3
East Midlands -16 6 £550 -
Midlands -1 3 £525 +5.00%
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 1 October 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.

1 340 (51.28%) Data Modelling
2 192 (28.96%) Data Management
3 187 (28.21%) Data Warehouse
4 173 (26.09%) Business Intelligence
5 168 (25.34%) Finance
6 148 (22.32%) SQL
7 143 (21.57%) Agile Software Development
8 139 (20.97%) Data Quality
9 130 (19.61%) Analytics
10 127 (19.16%) Big Data
11 120 (18.10%) Data Governance
12 112 (16.89%) Data Integration
13 97 (14.63%) Master Data Management
14 94 (14.18%) Data Analysis
15 91 (13.73%) Migration
16 89 (13.42%) ETL
17 83 (12.52%) Oracle
17 83 (12.52%) Hadoop
18 82 (12.37%) Analytical Skills
19 80 (12.07%) Enterprise Architecture
20 77 (11.61%) Data Migration
21 76 (11.46%) Banking
22 72 (10.86%) SOA
23 71 (10.71%) Security Cleared
24 70 (10.56%) Project Management
25 66 (9.95%) TOGAF
26 64 (9.65%) XML
27 62 (9.35%) SC Cleared
28 61 (9.20%) Java
29 60 (9.05%) SQL Server

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 38 (5.73%) Apache Spark
2 27 (4.07%) SAS
3 15 (2.26%) Apache Pig
4 14 (2.11%) Apache
5 12 (1.81%) SharePoint
6 9 (1.36%) Confluence
6 9 (1.36%) nginx
7 6 (0.90%) Apache Solr
7 6 (0.90%) CMS
7 6 (0.90%) SharePoint 2010
8 5 (0.75%) Documentum
8 5 (0.75%) Exchange Server 2010
8 5 (0.75%) Exchange Server 2013
8 5 (0.75%) MS Exchange
8 5 (0.75%) Mule
8 5 (0.75%) Oracle Workflow
9 4 (0.60%) Oracle SOA Suite
10 3 (0.45%) Elasticsearch
10 3 (0.45%) WebLogic
11 2 (0.30%) IBM Notes
Applications
1 12 (1.81%) MS Excel
2 5 (0.75%) MS Project
3 4 (0.60%) MS PowerPoint
4 3 (0.45%) MS Office
4 3 (0.45%) Spreadsheet
5 1 (0.15%) MS Visio
5 1 (0.15%) SPSS
5 1 (0.15%) Windchill
Business Applications
1 8 (1.21%) Oracle EBS
2 5 (0.75%) Dynamics CRM
2 5 (0.75%) Oracle EBS R12
3 4 (0.60%) Maximo
4 3 (0.45%) Markit EDM
5 2 (0.30%) SAP IS-U
5 2 (0.30%) SAP MDM
5 2 (0.30%) Teamcenter
6 1 (0.15%) ENOVIA
6 1 (0.15%) Oracle BPM
6 1 (0.15%) Salesforce.com CRM
6 1 (0.15%) SAP ERP
6 1 (0.15%) SAP HR
6 1 (0.15%) SAP Oil and Gas
Cloud Services
1 28 (4.22%) Microsoft Azure
2 18 (2.71%) Amazon AWS
3 14 (2.11%) GitHub
4 12 (1.81%) SuccessFactors
5 7 (1.06%) Azure Machine Learning
6 6 (0.90%) SaaS
7 4 (0.60%) PaaS
8 3 (0.45%) IBM Cloud
8 3 (0.45%) iPaaS
9 1 (0.15%) Amazon EC2
9 1 (0.15%) Amazon EMR
9 1 (0.15%) AWS CloudFormation
9 1 (0.15%) AWS Lambda
9 1 (0.15%) Cloud Computing
9 1 (0.15%) Google Analytics
Communications & Networking
1 13 (1.96%) SMS
2 7 (1.06%) HTTP
3 6 (0.90%) Intranet
4 4 (0.60%) CTI
5 3 (0.45%) Internet
6 2 (0.30%) Network Security
6 2 (0.30%) SNMP
6 2 (0.30%) TCP/IP
7 1 (0.15%) DOCSIS
7 1 (0.15%) Extranet
7 1 (0.15%) Firewall
7 1 (0.15%) LAN
7 1 (0.15%) LDAP
7 1 (0.15%) NAS
7 1 (0.15%) SAN
7 1 (0.15%) SSL
7 1 (0.15%) WAN
7 1 (0.15%) Wireless
Database & Business Intelligence
1 187 (28.21%) Data Warehouse
2 127 (19.16%) Big Data
3 83 (12.52%) Hadoop
4 60 (9.05%) SQL Server
5 49 (7.39%) NoSQL
6 46 (6.94%) Relational Database
7 34 (5.13%) MongoDB
8 33 (4.98%) Data Mining
9 28 (4.22%) Apache Hive
9 28 (4.22%) Data Lake
9 28 (4.22%) PostgreSQL
10 24 (3.62%) Oracle Database
11 23 (3.47%) HBase
12 21 (3.17%) QlikView
13 20 (3.02%) SQL Server Integration Services
14 19 (2.87%) BusinessObjects
14 19 (2.87%) SQL Server Reporting Services
14 19 (2.87%) Sqoop
15 18 (2.71%) RDBMS
16 17 (2.56%) Pentaho
Development Applications
1 23 (3.47%) Jenkins
1 23 (3.47%) JIRA
2 19 (2.87%) ERwin
3 18 (2.71%) Talend Open Studio
4 12 (1.81%) Git (software)
5 9 (1.36%) Maven
6 5 (0.75%) ClearQuest
6 5 (0.75%) Hudson
6 5 (0.75%) Oracle Forms
6 5 (0.75%) PVCS
6 5 (0.75%) Toad
7 3 (0.45%) JMeter
7 3 (0.45%) LoadRunner
7 3 (0.45%) PowerDesigner
7 3 (0.45%) Selenium
7 3 (0.45%) SoapUI
8 2 (0.30%) JBuilder
8 2 (0.30%) Subversion
8 2 (0.30%) Visual Studio
9 1 (0.15%) TestDirector
General
1 168 (25.34%) Finance
2 76 (11.46%) Banking
3 56 (8.45%) Retail
4 38 (5.73%) Investment Banking
5 37 (5.58%) Marketing
6 18 (2.71%) Legal
7 11 (1.66%) Financial Institution
8 10 (1.51%) Law
8 10 (1.51%) Retail Banking
8 10 (1.51%) Telecoms
9 9 (1.36%) Manufacturing
10 8 (1.21%) Advertising
10 8 (1.21%) Billing
11 7 (1.06%) Publishing
12 6 (0.90%) Back Office
13 4 (0.60%) Front Office
14 3 (0.45%) Aerospace
14 3 (0.45%) Automotive
15 2 (0.30%) Corporate Banking
16 1 (0.15%) Electronics
Job Titles
1 410 (61.84%) Architect
2 303 (45.70%) Data Architect
3 79 (11.92%) Analyst
4 66 (9.95%) Solutions Architect
5 52 (7.84%) Data Analyst
6 33 (4.98%) Big Data Architect
6 33 (4.98%) Developer
7 32 (4.83%) Senior Architect
8 29 (4.37%) Enterprise Architect
8 29 (4.37%) Enterprise Data Architect
9 27 (4.07%) Project Manager
10 25 (3.77%) Data Manager
10 25 (3.77%) Senior Data Architect
11 24 (3.62%) Business Analyst
11 24 (3.62%) Technical Architect
12 23 (3.47%) Hadoop Architect
13 21 (3.17%) Integration Architect
14 19 (2.87%) Consultant
15 16 (2.41%) Data Modeller
16 15 (2.26%) Business Intelligence Architect
Libraries, Frameworks & Software Standards
1 64 (9.65%) XML
2 54 (8.14%) Web Services
3 43 (6.49%) REST
4 27 (4.07%) .NET
5 25 (3.77%) HTML
6 22 (3.32%) Middleware
7 21 (3.17%) XSD
8 20 (3.02%) SOAP
9 16 (2.41%) WSDL
10 14 (2.11%) JSON
11 9 (1.36%) AngularJS
11 9 (1.36%) EDI
12 8 (1.21%) Spark Streaming
12 8 (1.21%) XSLT
13 7 (1.06%) HTML5
13 7 (1.06%) Node.js
13 7 (1.06%) Spring
14 6 (0.90%) Java EE
14 6 (0.90%) Pandas
15 5 (0.75%) scikit-learn
Miscellaneous
1 112 (16.89%) Data Integration
2 82 (12.37%) Analytical Skills
3 55 (8.30%) Management Information System
4 31 (4.68%) Data Structures
4 31 (4.68%) Reference Data
4 31 (4.68%) Visualisation
5 28 (4.22%) Enterprise Software
6 20 (3.02%) Algorithms
7 19 (2.87%) Fixed Income
8 18 (2.71%) Computer Science
9 17 (2.56%) Equities
9 17 (2.56%) Statistics
10 13 (1.96%) Data Conversion
11 12 (1.81%) NHS
12 9 (1.36%) Mainframe
13 8 (1.21%) Data Centre
13 8 (1.21%) User Experience
13 8 (1.21%) Virtual Team
14 7 (1.06%) Ontologies
14 7 (1.06%) Taxonomies
Operating Systems
1 25 (3.77%) Windows
2 15 (2.26%) Linux
3 13 (1.96%) Unix
4 6 (0.90%) Windows Server
4 6 (0.90%) Windows Server 2008
5 5 (0.75%) Windows 7
5 5 (0.75%) Windows 8
5 5 (0.75%) Windows Server 2012
6 4 (0.60%) AIX
7 2 (0.30%) Solaris
Processes & Methodologies
1 340 (51.28%) Data Modelling
2 192 (28.96%) Data Management
3 173 (26.09%) Business Intelligence
4 143 (21.57%) Agile Software Development
5 130 (19.61%) Analytics
6 120 (18.10%) Data Governance
7 97 (14.63%) Master Data Management
8 94 (14.18%) Data Analysis
9 91 (13.73%) Migration
10 89 (13.42%) ETL
11 80 (12.07%) Enterprise Architecture
12 77 (11.61%) Data Migration
13 72 (10.86%) SOA
14 70 (10.56%) Project Management
15 66 (9.95%) TOGAF
16 60 (9.05%) Open Source
17 52 (7.84%) Stakeholder Management
18 48 (7.24%) Data Transformation
19 46 (6.94%) Logical Data Model
20 43 (6.49%) CRM
Programming Languages
1 148 (22.32%) SQL
2 61 (9.20%) Java
3 43 (6.49%) R
4 40 (6.03%) Python
5 28 (4.22%) JavaScript
6 18 (2.71%) Scala
7 15 (2.26%) Perl
8 14 (2.11%) T-SQL
9 13 (1.96%) Shell Script
10 12 (1.81%) C
11 8 (1.21%) C#
12 7 (1.06%) NATURAL
13 6 (0.90%) C++
14 5 (0.75%) Groovy
14 5 (0.75%) VB.NET
15 4 (0.60%) SPARQL
16 2 (0.30%) PL/SQL
16 2 (0.30%) PowerShell
16 2 (0.30%) VB
17 1 (0.15%) VBA
Qualifications
1 71 (10.71%) Security Cleared
2 62 (9.35%) SC Cleared
3 50 (7.54%) Degree
4 7 (1.06%) DV Cleared
5 5 (0.75%) PRINCE2 Certification
6 4 (0.60%) CLAS
6 4 (0.60%) Sun Certification
7 3 (0.45%) BPSS Clearance
8 2 (0.30%) CISSP
9 1 (0.15%) BC Cleared
9 1 (0.15%) CBAP
9 1 (0.15%) ISEB
9 1 (0.15%) MBA
9 1 (0.15%) Oracle Certification
9 1 (0.15%) PMP
Quality Assurance & Compliance
1 139 (20.97%) Data Quality
2 30 (4.52%) QA
3 16 (2.41%) MiFID
4 15 (2.26%) ISO20022
5 5 (0.75%) Sarbanes-Oxley
5 5 (0.75%) SAS 70
5 5 (0.75%) Solvency II
6 3 (0.45%) Disclosure Scotland
6 3 (0.45%) EMIR
6 3 (0.45%) SLA
7 2 (0.30%) AIFMD
7 2 (0.30%) Basel II
7 2 (0.30%) FATCA
7 2 (0.30%) ISO/IEC 27001
8 1 (0.15%) Dodd-Frank
8 1 (0.15%) ISO 9001
8 1 (0.15%) ISO/IEC 17799
8 1 (0.15%) PCI DSS
System Software
1 19 (2.87%) Apache Flume
2 16 (2.41%) Docker
3 13 (1.96%) HDFS
4 9 (1.36%) VMware Infrastructure
4 9 (1.36%) Xen
5 4 (0.60%) Corosync
5 4 (0.60%) Squid
6 2 (0.30%) Btrfs
6 2 (0.30%) vCloud
7 1 (0.15%) Active Directory
7 1 (0.15%) Hyper-V
7 1 (0.15%) XenApp
7 1 (0.15%) XenDesktop
7 1 (0.15%) XenServer
Systems Management
1 13 (1.96%) Opscode Chef
2 10 (1.51%) Hadoop YARN
3 9 (1.36%) Microsoft Intune
4 6 (0.90%) Control-M
5 5 (0.75%) Puppet
6 4 (0.60%) DBAmp
6 4 (0.60%) Pacemaker
7 2 (0.30%) Thomson Reuters DACS
7 2 (0.30%) vRealize
8 1 (0.15%) Ansible
8 1 (0.15%) HP Quality Center
8 1 (0.15%) Oracle EDQ
Vendors
1 83 (12.52%) Oracle
2 42 (6.33%) Microsoft
3 37 (5.58%) Informatica
4 30 (4.52%) IBM
5 27 (4.07%) SAP
6 25 (3.77%) Tableau
7 24 (3.62%) Salesforce.com
8 22 (3.32%) Cloudera
8 22 (3.32%) VMware
9 18 (2.71%) Talend
10 15 (2.26%) Salesforce Marketing Cloud
11 12 (1.81%) Citrix
12 11 (1.66%) Platfora
12 11 (1.66%) Teradata
13 9 (1.36%) Hortonworks
13 9 (1.36%) MuleSoft
14 8 (1.21%) Cognos
15 7 (1.06%) Ab Initio
16 6 (0.90%) Blue Prism
16 6 (0.90%) GoldenSource
London
Parallel Consulting
Rate: (£) Excellent
Posted: 2 days ago
London
LA International
Rate: £540 - £635 per day
Posted: 2 days ago
Berkshire
Harvey Nash plc
Posted: 4 days ago
Reading
People Source Consulting
Rate: £550 - £600 per day
Posted: 12 days ago