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 average contractor rates offered in IT contracts that have cited Data Architecture over the 3 months to 5 February 2016 with a comparison to the same period in 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.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Data Architecture
Rank 300 333 318
Rank change year-on-year
+33 -15
Contract jobs citing Data Architecture 311 268 267
As % of all contract IT jobs located in England 0.66% 0.58% 0.60%
As % of the Processes & Methodologies category 0.81% 0.75% 0.78%
Number of daily rates quoted 239 200 178
Average daily rate £525 £525 £525
90% offered a daily rate of more than £390 £385 £350
10% offered a daily rate of more than £700 £675 £650
UK excluding London average daily rate £488 £450 £460
% change year-on-year
+8.33% -2.17%
Number of hourly rates quoted 0 4 2
Average hourly rate - £36.00 £33.25
Average hourly rate % change year-on-year
- +8.27%
UK excluding London average hourly rate - £36.50 £33.25
% change year-on-year
- +9.77%
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
38364 35865 34140
As % of all contract IT jobs located in England 81.30% 77.81% 77.01%
Number of daily rates quoted 25447 23262 21094
Average daily rate £425 £425 £401
Average daily rate % change year-on-year
- +5.98%
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 average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1104 964 1067
Average hourly rate £37.50 £26.00 £27.50
Average hourly rate % change year-on-year
+44.23% -5.45%
90% offered a hourly rate of more than £12.65 £12.00 £12.50
10% offered a hourly rate of more than £57.00 £46.00 £52.40
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

Data Architecture
Jobs Demand Trend in England

This chart provides a 3-month moving total of IT contractor jobs citing Data Architecture across the England region as a proportion of the total demand within 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 February 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 average contractor rates quoted in IT jobs citing Data Architecture within the England region over the 3 months to 5 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +10 168 £588 -2.08% 59
South East +24 58 £474 -2.76% 8
Yorkshire -6 21 £453 +13.12% 5
West Midlands -3 18 £500 +21.21% 6
East of England +3 14 £510 -7.27% 5
South West -3 13 £463 -2.63% 6
North West -27 10 £700 +55.55% 3
East Midlands -7 5 £550 -2.22% 3
North East -20 5 £763 +45.23%
Midlands -1 1 £300 -60.00%
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 5 February 2016, IT contractor jobs across the England region citing Data Architecture also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Architecture.

1 314 (51.99%) Data Modelling
2 193 (31.95%) Data Management
3 189 (31.29%) Finance
4 180 (29.80%) Business Intelligence
5 157 (25.99%) Data Warehouse
6 135 (22.35%) Oracle
7 128 (21.19%) SQL
8 125 (20.70%) Data Integration
9 120 (19.87%) ETL
10 114 (18.87%) Data Quality
11 100 (16.56%) Migration
12 98 (16.23%) Banking
12 98 (16.23%) Big Data
13 92 (15.23%) Agile Software Development
14 90 (14.90%) Analytics
15 88 (14.57%) Logical Data Model
16 87 (14.40%) SQL Server
17 84 (13.91%) Data Governance
18 83 (13.74%) Data Analysis
19 74 (12.25%) Analytical Skills
20 64 (10.60%) Microsoft
21 62 (10.26%) Data Migration
22 61 (10.10%) Enterprise Architecture
23 60 (9.93%) Master Data Management
24 58 (9.60%) Reference Data
25 57 (9.44%) TOGAF
26 56 (9.27%) UML
27 55 (9.11%) SAP
28 52 (8.61%) Management Information System
29 51 (8.44%) Hadoop

Data Architecture
Top Related IT Skills in England by Category

For the 6 months to 5 February 2016, IT contractor jobs across the England region citing Data Architecture also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Architecture. Up to 20 skills are shown per category.

Application Platforms
1 33 (5.46%) SAS
2 17 (2.81%) Apache Spark
3 16 (2.65%) SharePoint
4 12 (1.99%) WebSphere
5 10 (1.66%) Mule
6 7 (1.16%) Node.js
7 6 (0.99%) Apache Solr
7 6 (0.99%) MQSI
8 5 (0.83%) CMS
9 4 (0.66%) Apache
9 4 (0.66%) Elasticsearch
9 4 (0.66%) FileNet
9 4 (0.66%) IIS
9 4 (0.66%) Oracle SOA Suite
10 3 (0.50%) SharePoint 2013
11 2 (0.33%) Apache Pig
11 2 (0.33%) Kentico
11 2 (0.33%) nginx
11 2 (0.33%) Tuxedo
11 2 (0.33%) WebSphere Application Server
Applications
1 16 (2.65%) MS Excel
2 14 (2.32%) MS Visio
3 6 (0.99%) MS PowerPoint
3 6 (0.99%) MS Project
4 2 (0.33%) MS Office
5 1 (0.17%) Spreadsheet
Business Applications
1 10 (1.66%) Oracle EBS
2 8 (1.32%) Dynamics CRM
2 8 (1.32%) SAP CRM
2 8 (1.32%) SAP Oil and Gas
3 4 (0.66%) Maximo
3 4 (0.66%) Oracle EBS R12
3 4 (0.66%) Oracle ERP
3 4 (0.66%) Relativity
4 3 (0.50%) Cognos TM1
4 3 (0.50%) Eagle PACE
4 3 (0.50%) Oracle BPM
4 3 (0.50%) Oracle Financials
5 1 (0.17%) Dynamics AX
5 1 (0.17%) Loan IQ
5 1 (0.17%) Oracle Applications
5 1 (0.17%) Oracle Financial Analyzer
5 1 (0.17%) SAP ERP
5 1 (0.17%) SAP IS-U
5 1 (0.17%) SAP MDM
5 1 (0.17%) SunGard Martini
Cloud Services
1 15 (2.48%) Amazon AWS
2 12 (1.99%) Office 365
3 10 (1.66%) Microsoft Azure
4 7 (1.16%) SaaS
5 4 (0.66%) Cloud Computing
6 2 (0.33%) GitHub
7 1 (0.17%) Adobe Analytics
7 1 (0.17%) Force.com
7 1 (0.17%) iPaaS
7 1 (0.17%) PaaS
Communications & Networking
1 7 (1.16%) WAN
2 6 (0.99%) Cisco Nexus
2 6 (0.99%) MPLS
3 5 (0.83%) Ethernet
3 5 (0.83%) Firewall
3 5 (0.83%) LAN
4 4 (0.66%) 3G
4 4 (0.66%) NetScaler
4 4 (0.66%) SAN
4 4 (0.66%) SMTP
4 4 (0.66%) SNMP
4 4 (0.66%) SSL
4 4 (0.66%) VLAN
4 4 (0.66%) VPN
4 4 (0.66%) WLAN
5 3 (0.50%) Network Security
5 3 (0.50%) TCP/IP
6 2 (0.33%) ATM
6 2 (0.33%) RIP
6 2 (0.33%) VoIP
Database & Business Intelligence
1 157 (25.99%) Data Warehouse
2 98 (16.23%) Big Data
3 87 (14.40%) SQL Server
4 51 (8.44%) Hadoop
5 39 (6.46%) Relational Database
6 27 (4.47%) Oracle Database
7 25 (4.14%) BusinessObjects
8 23 (3.81%) NoSQL
9 22 (3.64%) SQL Server Integration Services
10 21 (3.48%) Apache Hive
10 21 (3.48%) OLTP
10 21 (3.48%) QlikView
11 20 (3.31%) HBase
12 18 (2.98%) RDBMS
13 17 (2.81%) Data Mart
13 17 (2.81%) MongoDB
14 15 (2.48%) Data Mining
15 14 (2.32%) SQL Server 2008
15 14 (2.32%) SQL Server Reporting Services
16 13 (2.15%) SQL Server 2012
Development Applications
1 39 (6.46%) ERwin
2 8 (1.32%) Toad
3 7 (1.16%) PowerDesigner
4 6 (0.99%) Rational Rose
5 5 (0.83%) XMLSpy
6 4 (0.66%) Git (software)
6 4 (0.66%) Talend Open Studio
7 3 (0.50%) Hudson
7 3 (0.50%) JIRA
8 2 (0.33%) Jenkins
8 2 (0.33%) tSQLt
9 1 (0.17%) Atlassian Bamboo
9 1 (0.17%) Maven
9 1 (0.17%) Oracle Forms
9 1 (0.17%) Selenium
9 1 (0.17%) Team Foundation Server
9 1 (0.17%) WebDriver
General
1 189 (31.29%) Finance
2 98 (16.23%) Banking
3 24 (3.97%) Marketing
4 20 (3.31%) Retail
5 17 (2.81%) Financial Institution
6 16 (2.65%) Automotive
6 16 (2.65%) Telecoms
7 13 (2.15%) Investment Banking
8 10 (1.66%) Advertising
9 8 (1.32%) Electronics
9 8 (1.32%) Manufacturing
10 5 (0.83%) Legal
10 5 (0.83%) Retail Banking
11 4 (0.66%) Front Office
12 3 (0.50%) Games
12 3 (0.50%) Publishing
13 2 (0.33%) Back Office
13 2 (0.33%) Pharmaceutical
14 1 (0.17%) Corporate Banking
14 1 (0.17%) International Banking
Job Titles
1 359 (59.44%) Architect
2 252 (41.72%) Data Architect
3 67 (11.09%) Analyst
4 58 (9.60%) Solutions Architect
5 53 (8.77%) Developer
6 45 (7.45%) Technical Architect
7 38 (6.29%) Data Analyst
8 36 (5.96%) Business Analyst
8 36 (5.96%) Enterprise Architect
9 32 (5.30%) Consultant
10 30 (4.97%) Data Modeller
10 30 (4.97%) Enterprise Data Architect
11 24 (3.97%) Project Manager
12 22 (3.64%) Data Consultant
13 19 (3.15%) Senior Architect
14 18 (2.98%) Lead Architect
15 17 (2.81%) Data Business Analyst
15 17 (2.81%) Integration Architect
16 16 (2.65%) Lead Data Architect
16 16 (2.65%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 30 (4.97%) Middleware
2 28 (4.64%) XML
3 27 (4.47%) Web Services
4 15 (2.48%) REST
5 13 (2.15%) HTML
6 12 (1.99%) JSON
7 10 (1.66%) .NET
8 7 (1.16%) FpML
8 7 (1.16%) WSDL
9 6 (0.99%) .NET Framework
9 6 (0.99%) FIX Protocol
9 6 (0.99%) Kafka
9 6 (0.99%) OAuth
9 6 (0.99%) RESTful
9 6 (0.99%) SAML
9 6 (0.99%) XBRL
10 5 (0.83%) OAuth2
10 5 (0.83%) OpenID
10 5 (0.83%) SOAP
11 4 (0.66%) CSS
Miscellaneous
1 125 (20.70%) Data Integration
2 74 (12.25%) Analytical Skills
3 58 (9.60%) Reference Data
4 52 (8.61%) Management Information System
5 36 (5.96%) Data Structures
6 29 (4.80%) Visualisation
7 22 (3.64%) Computer Science
8 13 (2.15%) Credit Risk
8 13 (2.15%) Data Centre
9 12 (1.99%) Taxonomies
10 11 (1.82%) Enterprise Software
11 10 (1.66%) Data Protection Act
12 7 (1.16%) Algorithms
13 6 (0.99%) Cryptography
14 5 (0.83%) Ontologies
15 4 (0.66%) Client/Server
15 4 (0.66%) Clustering
15 4 (0.66%) PKI
16 3 (0.50%) Foreign Exchange (FX)
16 3 (0.50%) NHS
Operating Systems
1 26 (4.30%) Windows
2 24 (3.97%) Unix
3 22 (3.64%) Linux
4 8 (1.32%) Apple iOS
5 7 (1.16%) Android
6 4 (0.66%) AIX
6 4 (0.66%) MVS
7 2 (0.33%) Mac OS X
7 2 (0.33%) Windows 7
7 2 (0.33%) Windows XP
8 1 (0.17%) Red Hat Enterprise Linux
Processes & Methodologies
1 314 (51.99%) Data Modelling
2 193 (31.95%) Data Management
3 180 (29.80%) Business Intelligence
4 120 (19.87%) ETL
5 100 (16.56%) Migration
6 92 (15.23%) Agile Software Development
7 90 (14.90%) Analytics
8 88 (14.57%) Logical Data Model
9 84 (13.91%) Data Governance
10 83 (13.74%) Data Analysis
11 62 (10.26%) Data Migration
12 61 (10.10%) Enterprise Architecture
13 60 (9.93%) Master Data Management
14 57 (9.44%) TOGAF
15 56 (9.27%) UML
16 50 (8.28%) Physical Data Model
17 47 (7.78%) Stakeholder Management
17 47 (7.78%) Technical Architecture
18 43 (7.12%) Business Analysis
19 40 (6.62%) SOA
Programming Languages
1 128 (21.19%) SQL
2 45 (7.45%) Java
3 20 (3.31%) PL/SQL
4 19 (3.15%) JavaScript
5 15 (2.48%) Scala
6 13 (2.15%) C++
6 13 (2.15%) Python
7 11 (1.82%) T-SQL
8 8 (1.32%) PowerShell
9 7 (1.16%) C#
10 6 (0.99%) Shell Script
11 5 (0.83%) C
11 5 (0.83%) R
12 3 (0.50%) VC++
13 2 (0.33%) COBOL
13 2 (0.33%) Groovy
14 1 (0.17%) ABAP
14 1 (0.17%) Apex Code
14 1 (0.17%) MATLAB
14 1 (0.17%) VBA
Qualifications
1 46 (7.62%) Degree
2 44 (7.28%) Security Cleared
3 23 (3.81%) SC Cleared
4 8 (1.32%) BPSS Clearance
5 6 (0.99%) Cisco Certification
6 5 (0.83%) Microsoft Certification
6 5 (0.83%) SAP Certification
7 4 (0.66%) CCNA
7 4 (0.66%) Citrix Certification
7 4 (0.66%) CTC Cleared
7 4 (0.66%) Microsoft Certified Architect
7 4 (0.66%) Microsoft Certified Master
7 4 (0.66%) VMware Certified Professional (VCP)
8 3 (0.50%) ISEB
9 2 (0.33%) CCNP
9 2 (0.33%) CITP
9 2 (0.33%) MBA
9 2 (0.33%) PMI Certification
9 2 (0.33%) PMP
10 1 (0.17%) BC Cleared
Quality Assurance & Compliance
1 114 (18.87%) Data Quality
2 12 (1.99%) QA
3 11 (1.82%) ISO20022
4 10 (1.66%) Disclosure Scotland
5 6 (0.99%) Sarbanes-Oxley
6 5 (0.83%) Dodd-Frank
6 5 (0.83%) EMIR
6 5 (0.83%) ISO/IEC 27001
6 5 (0.83%) MiFID
7 3 (0.50%) ISO 9000
7 3 (0.50%) PCI DSS
8 2 (0.33%) Basel II
8 2 (0.33%) Basel III
9 1 (0.17%) AIFMD
9 1 (0.17%) COBIT
9 1 (0.17%) COREP
9 1 (0.17%) Dublin Core
9 1 (0.17%) FATCA
9 1 (0.17%) FINREP
9 1 (0.17%) Solvency II
System Software
1 9 (1.49%) Active Directory
1 9 (1.49%) HDFS
1 9 (1.49%) VMware Infrastructure
2 6 (0.99%) Hyper-V
3 4 (0.66%) Apache Flume
3 4 (0.66%) vCloud
3 4 (0.66%) vSphere
3 4 (0.66%) XenServer
4 2 (0.33%) Citrix Presentation Server
4 2 (0.33%) XenApp
Systems Management
1 6 (0.99%) Oozie
2 4 (0.66%) SCOM
3 3 (0.50%) NetBackup
4 2 (0.33%) Capistrano
4 2 (0.33%) Nagios
4 2 (0.33%) Opscode Chef
4 2 (0.33%) Puppet
Vendors
1 135 (22.35%) Oracle
2 64 (10.60%) Microsoft
3 55 (9.11%) SAP
4 32 (5.30%) IBM
5 24 (3.97%) Informatica
6 18 (2.98%) Teradata
7 13 (2.15%) VMware
8 11 (1.82%) Tableau
9 10 (1.66%) Cisco
9 10 (1.66%) Cognos
10 9 (1.49%) Siebel
11 8 (1.32%) CA
11 8 (1.32%) HP
12 7 (1.16%) CommVault
12 7 (1.16%) NetApp
12 7 (1.16%) Salesforce.com
13 6 (0.99%) Citrix
13 6 (0.99%) Juniper
13 6 (0.99%) Red Hat
14 5 (0.83%) CheckPoint
City, London
Quant Capital
Rate: Up to £550 per day
Posted: 2 days ago
Crawley, West Sussex
Lorien Resourcing
Posted: 2 days ago
London
Quant Capital
Rate: to £550 per day
Posted: 3 days ago
City of London
Hays London City Cheapside
Rate: £650.00 per day
Posted: 4 days ago
London
Orgtel
Posted: 4 days ago
City of London
Hays London City Cheapside
Rate: £700.00 per day
Posted: 4 days ago
London
TEKsystems
Rate: £500 - £600 per day
Posted: 4 days ago
Kingston Upon Thames, London
Quant Capital
Rate: up to £500 per day
Posted: 5 days ago
London
Orgtel
Rate: £500 - £550 per day
Posted: 5 days ago
London
Hays London City Cheapside
Rate: £500.00 - £550.00 per day
Posted: 8 days ago
London
Quant Capital
Rate: up to £650 per day
Posted: 9 days ago
Nottinghamshire
Hays Specialist Recruitment
Rate: £550.00 - £700.00 per day
Posted: 11 days ago
Wokingham
Venturi
Rate: £500 - £550 per day
Posted: 12 days ago
Kingston Upon Thames, Surrey
Kingston University
Rate: £41,171 - 48,689 per year + Benefits
Posted: 12 days ago
London
Quant Capital
Rate: £500+ per day
Posted: 16 days ago
Wimbledon
Quant Capital
Rate: up to £500 per day
Posted: 17 days ago
Sheffield
Hays Specialist Recruitment
Rate: negotiable
Posted: 17 days ago
Bracknell
Venturi
Rate: £475 - £525 per day
Posted: 19 days ago