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 20 February 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
20 Feb 2017
Same period 2016 Same period 2015
Data Architecture
UK / England
Rank 332 318 342
Rank change year-on-year
-14 +24
Contract jobs citing Data Architecture 252 327 270
As % of all contract IT jobs located in England 0.60% 0.70% 0.57%
As % of the Processes & Methodologies category 0.73% 0.84% 0.71%
Number of daily rates quoted 166 251 202
Median daily rate £565 £525 £550
Median daily rate % change year-on-year
+7.61% -4.54%
90% offered a daily rate of more than £425 £394 £375
10% offered a daily rate of more than £700 £675 £675
UK excluding London median daily rate £501 £500 £450
% change year-on-year
+0.10% +11.11%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £24.75
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
34602 38841 37850
As % of all contract IT jobs located in England 82.71% 82.81% 79.60%
Number of daily rates quoted 23058 25722 24344
Median daily rate £450 £430 £425
Median daily rate % change year-on-year
+4.65% +1.17%
90% offered a daily rate of more than £300 £300 £285
10% offered a daily rate of more than £600 £600 £585
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 885 1058 1021
Median hourly rate £35.75 £37.50 £26.00
Median hourly rate % change year-on-year
-4.66% +44.23%
90% offered a hourly rate of more than £13.48 £12.82 £12.00
10% offered a hourly rate of more than £53.50 £56.80 £47.50
UK excluding London median hourly rate £35.88 £40.00 £27.50
% change year-on-year
-10.31% +45.45%

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 20 February 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 20 February 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 -21 145 £590 +7.27% 28
South East -1 49 £545 +14.73% 6
East of England 0 15 £550 +11.67%
South West +11 14 £510 +7.36% 2
North West +18 13 £501 -23.00% 4
Yorkshire +3 6 £500 +7.81% 1
West Midlands -12 5 £488 -2.50% 5
East Midlands -2 3 £457 -16.90% 1
North East -22 1 £475 -37.70%
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 20 February 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.

1 305 (49.76%) Data Modelling
2 176 (28.71%) Finance
3 151 (24.63%) Agile Software Development
4 148 (24.14%) Big Data
5 142 (23.16%) Data Management
6 140 (22.84%) Business Intelligence
7 131 (21.37%) Data Warehouse
8 114 (18.60%) Analytics
9 110 (17.94%) SQL
10 108 (17.62%) Data Integration
11 105 (17.13%) Data Quality
12 103 (16.80%) Banking
13 102 (16.64%) Hadoop
14 101 (16.48%) ETL
15 99 (16.15%) Data Governance
16 85 (13.87%) TOGAF
17 75 (12.23%) Data Analysis
17 75 (12.23%) Analytical Skills
18 74 (12.07%) Migration
19 72 (11.75%) Oracle
19 72 (11.75%) SQL Server
20 69 (11.26%) Stakeholder Management
21 67 (10.93%) Enterprise Architecture
22 59 (9.62%) Security Cleared
23 55 (8.97%) Data Migration
24 54 (8.81%) Reference Data
24 54 (8.81%) Apache Hive
25 53 (8.65%) Logical Data Model
26 52 (8.48%) Degree
27 50 (8.16%) SOA

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 50 (8.16%) Apache Spark
2 18 (2.94%) Oracle SOA Suite
3 13 (2.12%) Apache
3 13 (2.12%) Apache Pig
4 11 (1.79%) Apache Solr
5 10 (1.63%) SharePoint
6 8 (1.31%) nginx
6 8 (1.31%) SAS
7 7 (1.14%) Elasticsearch
7 7 (1.14%) WebLogic
8 6 (0.98%) JBoss
9 3 (0.49%) SharePoint Server
9 3 (0.49%) Tomcat
9 3 (0.49%) WebSphere
10 2 (0.33%) Documentum
10 2 (0.33%) Exchange Server 2013
10 2 (0.33%) IIS
10 2 (0.33%) MS Exchange
10 2 (0.33%) Mule
10 2 (0.33%) SharePoint 2013
Applications
1 20 (3.26%) MS Excel
2 8 (1.31%) MS Project
3 7 (1.14%) MS Office
4 6 (0.98%) MS Visio
5 1 (0.16%) GNU Octave
5 1 (0.16%) MS PowerPoint
Business Applications
1 15 (2.45%) Dynamics CRM
2 6 (0.98%) SAP MDG
2 6 (0.98%) SAP Retail
3 5 (0.82%) SAP HCM
4 3 (0.49%) Dynamics AX
4 3 (0.49%) NetSuite
5 2 (0.33%) Oracle EBS
5 2 (0.33%) SAP MDM
5 2 (0.33%) SAP Oil and Gas
5 2 (0.33%) Summit
6 1 (0.16%) Cognos Business Intelligence
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%) Sonata
Cloud Services
1 33 (5.38%) Microsoft Azure
2 28 (4.57%) Amazon AWS
3 10 (1.63%) SaaS
4 9 (1.47%) Amazon S3
4 9 (1.47%) Azure Machine Learning
4 9 (1.47%) Cloud Computing
5 6 (0.98%) Amazon EC2
5 6 (0.98%) IBM Cloud
6 5 (0.82%) SuccessFactors
7 4 (0.65%) Amazon Kinesis
7 4 (0.65%) PaaS
8 3 (0.49%) Amazon EMR
8 3 (0.49%) Amazon SQS
8 3 (0.49%) AWS CloudFormation
8 3 (0.49%) AWS Data Pipeline
8 3 (0.49%) Office 365
9 2 (0.33%) Data Lake Analytics
9 2 (0.33%) IaaS
10 1 (0.16%) AWS Lambda
10 1 (0.16%) Slack
Communications & Networking
1 8 (1.31%) LDAP
2 7 (1.14%) HTTP
3 6 (0.98%) Internet
4 3 (0.49%) Kerberos
4 3 (0.49%) SMS
5 2 (0.33%) FTP
5 2 (0.33%) Network Security
5 2 (0.33%) OpenLDAP
5 2 (0.33%) SMTP
6 1 (0.16%) CTI
6 1 (0.16%) DNS
6 1 (0.16%) Firewall
6 1 (0.16%) LAN
6 1 (0.16%) NAS
6 1 (0.16%) RFID
6 1 (0.16%) SAN
6 1 (0.16%) SSL
6 1 (0.16%) VPN
6 1 (0.16%) WAN
6 1 (0.16%) Wi-Fi
Database & Business Intelligence
1 148 (24.14%) Big Data
2 131 (21.37%) Data Warehouse
3 102 (16.64%) Hadoop
4 72 (11.75%) SQL Server
5 54 (8.81%) Apache Hive
6 39 (6.36%) HBase
7 38 (6.20%) MongoDB
8 36 (5.87%) QlikView
9 35 (5.71%) NoSQL
10 32 (5.22%) Data Lake
11 30 (4.89%) SQL Server Integration Services
12 24 (3.92%) SQL Server Reporting Services
13 23 (3.75%) BusinessObjects
13 23 (3.75%) Relational Database
13 23 (3.75%) SQL Server Analysis Services
14 21 (3.43%) Oracle Database
15 19 (3.10%) Power BI
16 17 (2.77%) Data Mining
17 14 (2.28%) PostgreSQL
17 14 (2.28%) RDBMS
Development Applications
1 19 (3.10%) ERwin
2 17 (2.77%) Talend Open Studio
3 14 (2.28%) Jenkins
4 11 (1.79%) PowerDesigner
5 9 (1.47%) JIRA
6 4 (0.65%) Atlassian Bamboo
7 3 (0.49%) JMeter
7 3 (0.49%) Visual Studio
8 2 (0.33%) Cucumber
8 2 (0.33%) MagicDraw
8 2 (0.33%) Xcode
9 1 (0.16%) Git (software)
9 1 (0.16%) Octopus Deploy
9 1 (0.16%) Selenium
9 1 (0.16%) SoapUI
9 1 (0.16%) SQL Server Management Studio (SSMS)
9 1 (0.16%) Subversion
9 1 (0.16%) Team Foundation Server
9 1 (0.16%) TeamCity
9 1 (0.16%) Visual Studio Team System
General
1 176 (28.71%) Finance
2 103 (16.80%) Banking
3 40 (6.53%) Retail
4 31 (5.06%) Marketing
5 27 (4.40%) Investment Banking
6 16 (2.61%) Legal
7 9 (1.47%) Telecoms
8 8 (1.31%) Law
9 7 (1.14%) Publishing
9 7 (1.14%) Retail Banking
10 6 (0.98%) Mandarin Language
10 6 (0.98%) Spanish Language
11 5 (0.82%) Financial Institution
12 3 (0.49%) Advertising
12 3 (0.49%) Billing
12 3 (0.49%) Games
12 3 (0.49%) Manufacturing
13 2 (0.33%) Pharmaceutical
14 1 (0.16%) Back Office
14 1 (0.16%) Front Office
Job Titles
1 416 (67.86%) Architect
2 313 (51.06%) Data Architect
3 71 (11.58%) Solutions Architect
4 65 (10.60%) Analyst
5 45 (7.34%) Big Data Architect
6 42 (6.85%) Developer
7 35 (5.71%) Senior Architect
8 34 (5.55%) Data Analyst
9 32 (5.22%) Enterprise Architect
10 28 (4.57%) Enterprise Data Architect
11 24 (3.92%) Business Analyst
11 24 (3.92%) Business Intelligence Architect
12 23 (3.75%) Senior Data Architect
13 20 (3.26%) Technical Architect
14 17 (2.77%) Hadoop Architect
15 15 (2.45%) Consultant
15 15 (2.45%) Data Warehouse Architect
15 15 (2.45%) Integration Architect
16 13 (2.12%) Lead Data Architect
17 12 (1.96%) Designer
Libraries, Frameworks & Software Standards
1 41 (6.69%) XML
2 36 (5.87%) Web Services
3 29 (4.73%) .NET
3 29 (4.73%) REST
4 24 (3.92%) Kafka
5 15 (2.45%) SOAP
6 13 (2.12%) XSD
7 12 (1.96%) RESTful
8 11 (1.79%) HTML
9 10 (1.63%) Middleware
9 10 (1.63%) scikit-learn
10 8 (1.31%) Apache Avro
10 8 (1.31%) Oracle GoldenGate
11 6 (0.98%) HTML5
11 6 (0.98%) JSON
11 6 (0.98%) XML Schema
12 5 (0.82%) ASP.NET
12 5 (0.82%) J2EE
12 5 (0.82%) Node.js
13 4 (0.65%) SparkR
Miscellaneous
1 75 (12.23%) Analytical Skills
2 54 (8.81%) Reference Data
3 43 (7.01%) Data Structures
4 41 (6.69%) Management Information System
5 30 (4.89%) Computer Science
6 19 (3.10%) Credit Risk
7 15 (2.45%) User Experience
8 14 (2.28%) Enterprise Software
9 13 (2.12%) Market Risk
9 13 (2.12%) Taxonomies
10 8 (1.31%) Grid Computing
11 7 (1.14%) Equities
11 7 (1.14%) Virtual Team
12 6 (0.98%) Fixed Income
13 5 (0.82%) Algorithms
13 5 (0.82%) Foreign Exchange (FX)
14 4 (0.65%) Data Centre
14 4 (0.65%) Linked Data
14 4 (0.65%) Social Media
14 4 (0.65%) SWIFT
Operating Systems
1 17 (2.77%) Linux
2 10 (1.63%) Windows
3 9 (1.47%) Unix
4 2 (0.33%) Android
4 2 (0.33%) Apple iOS
4 2 (0.33%) Windows 7
4 2 (0.33%) Windows 8
4 2 (0.33%) Windows Server
4 2 (0.33%) Windows Server 2008
4 2 (0.33%) Windows Server 2012
5 1 (0.16%) AIX
5 1 (0.16%) Solaris
Processes & Methodologies
1 305 (49.76%) Data Modelling
2 151 (24.63%) Agile Software Development
3 142 (23.16%) Data Management
4 140 (22.84%) Business Intelligence
5 114 (18.60%) Analytics
6 108 (17.62%) Data Integration
7 101 (16.48%) ETL
8 99 (16.15%) Data Governance
9 85 (13.87%) TOGAF
10 75 (12.23%) Data Analysis
11 74 (12.07%) Migration
12 69 (11.26%) Stakeholder Management
13 67 (10.93%) Enterprise Architecture
14 55 (8.97%) Data Migration
15 53 (8.65%) Logical Data Model
16 50 (8.16%) SOA
17 49 (7.99%) Project Management
18 44 (7.18%) CRM
19 42 (6.85%) Physical Data Model
20 40 (6.53%) Master Data Management
Programming Languages
1 110 (17.94%) SQL
2 49 (7.99%) Java
3 38 (6.20%) Python
4 34 (5.55%) R
5 29 (4.73%) Scala
6 12 (1.96%) JavaScript
7 9 (1.47%) T-SQL
8 8 (1.31%) C#
9 7 (1.14%) Perl
9 7 (1.14%) Shell Script
10 6 (0.98%) PHP
11 5 (0.82%) SPARQL
12 4 (0.65%) C++
12 4 (0.65%) VB.NET
13 3 (0.49%) C
13 3 (0.49%) PowerShell
13 3 (0.49%) Ruby
14 2 (0.33%) PL/SQL
14 2 (0.33%) VBA
14 2 (0.33%) XPath
Qualifications
1 59 (9.62%) Security Cleared
2 52 (8.48%) Degree
3 39 (6.36%) SC Cleared
4 8 (1.31%) DV Cleared
4 8 (1.31%) Oracle Certification
5 7 (1.14%) PRINCE2 Certification
6 6 (0.98%) MBA
7 5 (0.82%) BPSS Clearance
7 5 (0.82%) CLAS
7 5 (0.82%) CTC Cleared
8 4 (0.65%) PMP
9 3 (0.49%) Six Sigma Black Belt
9 3 (0.49%) Six Sigma Green Belt
9 3 (0.49%) Six Sigma Yellow Belt
10 2 (0.33%) CISSP
11 1 (0.16%) CITP
11 1 (0.16%) ISEB
11 1 (0.16%) ITIL Certification
11 1 (0.16%) MBCS
11 1 (0.16%) PMI Certification
Quality Assurance & Compliance
1 105 (17.13%) Data Quality
2 16 (2.61%) MiFID
3 12 (1.96%) ISO20022
4 11 (1.79%) FATCA
5 9 (1.47%) QA
6 8 (1.31%) IFRS
7 6 (0.98%) IFRS 9
8 5 (0.82%) Solvency II
9 4 (0.65%) Disclosure Scotland
9 4 (0.65%) GDPR
9 4 (0.65%) SEPA
10 3 (0.49%) HL7
11 2 (0.33%) AIFMD
11 2 (0.33%) COBIT
11 2 (0.33%) EMIR
11 2 (0.33%) ISO/IEC 27001
11 2 (0.33%) SLA
11 2 (0.33%) SNOMED CT
12 1 (0.16%) ISO 9000
12 1 (0.16%) P3O
System Software
1 19 (3.10%) Docker
2 11 (1.79%) HDFS
3 10 (1.63%) Apache Flume
4 8 (1.31%) Corosync
4 8 (1.31%) Squid
5 3 (0.49%) vCloud
6 2 (0.33%) Btrfs
7 1 (0.16%) Active Directory
7 1 (0.16%) Hyper-V
7 1 (0.16%) XenApp
7 1 (0.16%) XenDesktop
7 1 (0.16%) XenServer
Systems Management
1 9 (1.47%) Puppet
2 8 (1.31%) Oozie
2 8 (1.31%) Pacemaker
3 4 (0.65%) MOM
4 3 (0.49%) vRealize
5 2 (0.33%) Ansible
5 2 (0.33%) Nagios
5 2 (0.33%) Opscode Chef
6 1 (0.16%) Control-M
6 1 (0.16%) Hadoop YARN
6 1 (0.16%) Kibana
Vendors
1 72 (11.75%) Oracle
2 47 (7.67%) Microsoft
3 29 (4.73%) IBM
3 29 (4.73%) Tableau
4 26 (4.24%) SAP
5 23 (3.75%) Informatica
6 22 (3.59%) Cloudera
7 17 (2.77%) Talend
8 16 (2.61%) Salesforce.com
8 16 (2.61%) Splunk
9 14 (2.28%) Netezza
10 13 (2.12%) MapR
11 12 (1.96%) Teradata
12 11 (1.79%) Nuix
13 10 (1.63%) Cognos
14 7 (1.14%) Google
14 7 (1.14%) Hortonworks
14 7 (1.14%) HP
15 4 (0.65%) Alteryx
15 4 (0.65%) GoldenSource
East London
Eaglecliff
Rate: From £550 to £680 per day
Posted: 3 hours ago
Bracknell, Berkshire
Hydrogen Group
Rate: £500.00 - £700.00 per day
Posted: 5 days ago
London
Square One Resources
Rate: Up to £750 per day
Posted: 5 days ago
Chester, Cheshire
Uniting Ambition
Rate: £500 - 580 per day
Posted: 4 days ago
City, London
TEKsystems
Rate: £550 - £650 per day
Posted: 6 days ago
East London
Eaglecliff
Rate: Market Rates
Posted: 6 days ago
Wimbledon
Spectrum IT
Rate: £150 - £200 per day
Posted: 11 days ago
London
24 Seven
Rate: £45k - 55k per year
Posted: 6 days ago