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 7 December 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
7 Dec 2016
Same period 2015 Same period 2014
Data Architecture
Rank 277 330 329
Rank change year-on-year
+53 -1
Contract jobs citing Data Architecture 368 318 329
As % of all contract IT jobs located in England 0.80% 0.63% 0.64%
As % of the Processes & Methodologies category 0.96% 0.77% 0.83%
Number of daily rates quoted 263 206 237
Median daily rate £550 £500 £512
Median daily rate % change year-on-year
+10.00% -2.29%
90% offered a daily rate of more than £425 £380 £361
10% offered a daily rate of more than £668 £700 £690
UK excluding London median daily rate £495 £475 £475
% change year-on-year
+4.10% -
Number of hourly rates quoted 0 2 5
Median hourly rate - £29.50 £82.00
Median hourly rate % change year-on-year
- -64.02%
UK excluding London median hourly rate - £21.50 £59.75
% change year-on-year
- -64.01%
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
38173 41342 39811
As % of all contract IT jobs located in England 82.79% 81.45% 77.14%
Number of daily rates quoted 25638 27209 26333
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £280
10% offered a daily rate of more than £600 £600 £600
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 1000 1236 1136
Median hourly rate £29.00 £31.44 £24.00
Median hourly rate % change year-on-year
-7.76% +31.00%
90% offered a hourly rate of more than £12.50 £12.50 £11.75
10% offered a hourly rate of more than £50.00 £50.00 £47.50
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

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 7 December 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 7 December 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 +57 229 £550 - 25
South East +19 51 £550 +19.56% 3
South West +20 22 £450 -18.18% 2
North West +5 19 £513 -20.07% 2
West Midlands -17 17 £438 -2.77% 4
East Midlands +6 10 £415 -17.00% 1
East of England +5 7 £550 -4.34% 5
Yorkshire -8 7 £475 - 2
Midlands +3 2 £550 +83.33%
North East -35 1 - -
Data Architecture
UK

Data Architecture
Top 30 Related IT Skills in England

For the 6 months to 7 December 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.

1 358 (50.21%) Data Modelling
2 190 (26.65%) Finance
3 181 (25.39%) Data Warehouse
4 176 (24.68%) Data Management
5 170 (23.84%) Business Intelligence
6 164 (23.00%) Agile Software Development
7 160 (22.44%) Big Data
8 140 (19.64%) Data Quality
9 138 (19.35%) SQL
10 125 (17.53%) Data Governance
11 121 (16.97%) Analytics
12 117 (16.41%) Data Integration
13 110 (15.43%) Hadoop
14 101 (14.17%) Data Analysis
15 97 (13.60%) Banking
16 92 (12.90%) ETL
16 92 (12.90%) Migration
17 89 (12.48%) Oracle
18 80 (11.22%) Project Management
19 78 (10.94%) Analytical Skills
20 76 (10.66%) SQL Server
21 74 (10.38%) TOGAF
22 72 (10.10%) Enterprise Architecture
22 72 (10.10%) Data Migration
23 67 (9.40%) Stakeholder Management
24 65 (9.12%) Security Cleared
25 64 (8.98%) Apache Spark
26 62 (8.70%) Retail
27 60 (8.42%) Degree
28 59 (8.27%) CRM

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 64 (8.98%) Apache Spark
2 20 (2.81%) SAS
3 17 (2.38%) Oracle SOA Suite
4 16 (2.24%) Apache Pig
5 13 (1.82%) Apache
5 13 (1.82%) SharePoint
6 10 (1.40%) nginx
7 9 (1.26%) Apache Solr
8 6 (0.84%) Elasticsearch
9 4 (0.56%) SharePoint 2010
10 3 (0.42%) Documentum
10 3 (0.42%) Exchange Server 2010
10 3 (0.42%) Exchange Server 2013
10 3 (0.42%) MS Exchange
10 3 (0.42%) WebLogic
11 2 (0.28%) BizTalk Server
11 2 (0.28%) Tomcat
12 1 (0.14%) IBM Domino
12 1 (0.14%) IBM Notes
12 1 (0.14%) IIS
Applications
1 20 (2.81%) MS Excel
2 11 (1.54%) MS Project
3 6 (0.84%) MS Visio
4 5 (0.70%) MS Office
5 1 (0.14%) MS PowerPoint
5 1 (0.14%) SPSS
5 1 (0.14%) Windchill
Business Applications
1 17 (2.38%) Dynamics CRM
2 8 (1.12%) Oracle EBS
3 3 (0.42%) Dynamics AX
3 3 (0.42%) Markit EDM
3 3 (0.42%) SAP HCM
4 2 (0.28%) SAP MDM
4 2 (0.28%) SAP Retail
4 2 (0.28%) Summit
5 1 (0.14%) ENOVIA
5 1 (0.14%) Oracle BPM
5 1 (0.14%) Oracle EBS R12
5 1 (0.14%) Oracle Financials
5 1 (0.14%) Oracle Retail
5 1 (0.14%) Salesforce.com CRM
5 1 (0.14%) SAP HR
5 1 (0.14%) SAP Oil and Gas
5 1 (0.14%) Sonata
5 1 (0.14%) Teamcenter
Cloud Services
1 32 (4.49%) Microsoft Azure
2 21 (2.95%) Amazon AWS
3 10 (1.40%) SuccessFactors
4 8 (1.12%) SaaS
5 7 (0.98%) Azure Machine Learning
6 6 (0.84%) IBM Cloud
7 5 (0.70%) Amazon S3
7 5 (0.70%) Cloud Computing
7 5 (0.70%) PaaS
8 4 (0.56%) Amazon Kinesis
9 3 (0.42%) Amazon EMR
9 3 (0.42%) iPaaS
10 2 (0.28%) Amazon EC2
11 1 (0.14%) Amazon Glacier
11 1 (0.14%) AWS CloudFormation
11 1 (0.14%) AWS Lambda
11 1 (0.14%) IaaS
11 1 (0.14%) Office 365
11 1 (0.14%) Virtual Private Cloud
Communications & Networking
1 13 (1.82%) SMS
2 8 (1.12%) LDAP
3 7 (0.98%) Internet
4 6 (0.84%) HTTP
5 5 (0.70%) Intranet
6 4 (0.56%) CTI
7 3 (0.42%) Kerberos
8 2 (0.28%) Network Security
8 2 (0.28%) OpenLDAP
9 1 (0.14%) DOCSIS
9 1 (0.14%) Firewall
9 1 (0.14%) LAN
9 1 (0.14%) NAS
9 1 (0.14%) SAN
9 1 (0.14%) SNMP
9 1 (0.14%) SSL
9 1 (0.14%) TCP/IP
9 1 (0.14%) VPN
9 1 (0.14%) WAN
9 1 (0.14%) Wireless
Database & Business Intelligence
1 181 (25.39%) Data Warehouse
2 160 (22.44%) Big Data
3 110 (15.43%) Hadoop
4 76 (10.66%) SQL Server
5 49 (6.87%) Apache Hive
6 42 (5.89%) NoSQL
7 40 (5.61%) Data Lake
8 37 (5.19%) HBase
8 37 (5.19%) QlikView
9 36 (5.05%) Relational Database
10 35 (4.91%) MongoDB
11 31 (4.35%) Data Mining
12 28 (3.93%) SQL Server Reporting Services
13 27 (3.79%) SQL Server Integration Services
14 26 (3.65%) BusinessObjects
15 25 (3.51%) Oracle Database
16 21 (2.95%) PostgreSQL
17 19 (2.66%) Impala
17 19 (2.66%) SQL Server Analysis Services
18 17 (2.38%) Pentaho
Development Applications
1 22 (3.09%) ERwin
2 14 (1.96%) Jenkins
3 13 (1.82%) Talend Open Studio
4 7 (0.98%) JIRA
4 7 (0.98%) PowerDesigner
5 5 (0.70%) JMeter
6 4 (0.56%) Atlassian Bamboo
7 3 (0.42%) LoadRunner
7 3 (0.42%) Selenium
7 3 (0.42%) SoapUI
7 3 (0.42%) Toad
8 2 (0.28%) Git (software)
8 2 (0.28%) Subversion
8 2 (0.28%) Team Foundation Server
8 2 (0.28%) Visual Studio
9 1 (0.14%) JBuilder
9 1 (0.14%) Octopus Deploy
9 1 (0.14%) SQL Server Management Studio (SSMS)
9 1 (0.14%) TeamCity
9 1 (0.14%) Visual Studio Team System
General
1 190 (26.65%) Finance
2 97 (13.60%) Banking
3 62 (8.70%) Retail
4 49 (6.87%) Marketing
5 38 (5.33%) Investment Banking
6 17 (2.38%) Legal
7 12 (1.68%) Financial Institution
8 11 (1.54%) Law
8 11 (1.54%) Telecoms
9 10 (1.40%) Retail Banking
10 7 (0.98%) Manufacturing
10 7 (0.98%) Publishing
11 6 (0.84%) Mandarin Language
11 6 (0.84%) Spanish Language
12 4 (0.56%) Aerospace
12 4 (0.56%) Billing
13 3 (0.42%) Advertising
13 3 (0.42%) Automotive
13 3 (0.42%) Back Office
13 3 (0.42%) Games
Job Titles
1 447 (62.69%) Architect
2 335 (46.98%) Data Architect
3 86 (12.06%) Analyst
4 70 (9.82%) Solutions Architect
5 53 (7.43%) Data Analyst
6 49 (6.87%) Big Data Architect
7 39 (5.47%) Developer
8 33 (4.63%) Enterprise Architect
9 32 (4.49%) Enterprise Data Architect
10 31 (4.35%) Senior Architect
11 30 (4.21%) Technical Architect
12 28 (3.93%) Hadoop Architect
13 27 (3.79%) Business Analyst
13 27 (3.79%) Project Manager
14 26 (3.65%) Business Intelligence Architect
15 22 (3.09%) Senior Data Architect
16 21 (2.95%) Consultant
17 18 (2.52%) Data Manager
18 17 (2.38%) Data Warehouse Architect
19 13 (1.82%) Integration Architect
Libraries, Frameworks & Software Standards
1 51 (7.15%) XML
2 33 (4.63%) REST
2 33 (4.63%) Web Services
3 27 (3.79%) .NET
4 25 (3.51%) Kafka
5 21 (2.95%) HTML
6 14 (1.96%) SOAP
7 13 (1.82%) scikit-learn
8 12 (1.68%) Middleware
9 10 (1.40%) Oracle GoldenGate
10 9 (1.26%) XSD
11 8 (1.12%) Apache Avro
12 7 (0.98%) EDI
12 7 (0.98%) Pandas
12 7 (0.98%) RESTful
13 6 (0.84%) XSLT
14 5 (0.70%) J2EE
14 5 (0.70%) JSON
14 5 (0.70%) Spark Streaming
15 4 (0.56%) SparkR
Miscellaneous
1 117 (16.41%) Data Integration
2 78 (10.94%) Analytical Skills
3 54 (7.57%) Management Information System
4 47 (6.59%) Visualisation
5 44 (6.17%) Data Structures
6 34 (4.77%) Reference Data
7 30 (4.21%) Computer Science
8 20 (2.81%) Enterprise Software
9 16 (2.24%) User Experience
10 15 (2.10%) Equities
10 15 (2.10%) Statistics
11 14 (1.96%) Fixed Income
12 13 (1.82%) Algorithms
12 13 (1.82%) Credit Risk
13 10 (1.40%) Data Conversion
13 10 (1.40%) Taxonomies
14 9 (1.26%) Ontologies
15 8 (1.12%) Grid Computing
15 8 (1.12%) Mainframe
15 8 (1.12%) Virtual Team
Operating Systems
1 15 (2.10%) Linux
2 14 (1.96%) Unix
3 12 (1.68%) Windows
4 4 (0.56%) AIX
5 3 (0.42%) Windows 7
5 3 (0.42%) Windows 8
5 3 (0.42%) Windows Server
5 3 (0.42%) Windows Server 2008
5 3 (0.42%) Windows Server 2012
6 2 (0.28%) Solaris
Processes & Methodologies
1 358 (50.21%) Data Modelling
2 176 (24.68%) Data Management
3 170 (23.84%) Business Intelligence
4 164 (23.00%) Agile Software Development
5 125 (17.53%) Data Governance
6 121 (16.97%) Analytics
7 101 (14.17%) Data Analysis
8 92 (12.90%) ETL
8 92 (12.90%) Migration
9 80 (11.22%) Project Management
10 74 (10.38%) TOGAF
11 72 (10.10%) Data Migration
11 72 (10.10%) Enterprise Architecture
12 67 (9.40%) Stakeholder Management
13 59 (8.27%) CRM
14 55 (7.71%) Logical Data Model
14 55 (7.71%) Master Data Management
15 53 (7.43%) Open Source
16 52 (7.29%) SOA
17 44 (6.17%) Data Transformation
Programming Languages
1 138 (19.35%) SQL
2 47 (6.59%) Python
2 47 (6.59%) R
3 46 (6.45%) Java
4 33 (4.63%) Scala
5 26 (3.65%) JavaScript
6 19 (2.66%) T-SQL
7 13 (1.82%) Perl
8 12 (1.68%) Shell Script
9 8 (1.12%) C++
10 7 (0.98%) NATURAL
10 7 (0.98%) PHP
11 6 (0.84%) C
11 6 (0.84%) C#
12 4 (0.56%) SPARQL
13 3 (0.42%) PL/SQL
13 3 (0.42%) Ruby
13 3 (0.42%) VB.NET
14 2 (0.28%) PowerShell
14 2 (0.28%) VBA
Qualifications
1 65 (9.12%) Security Cleared
2 60 (8.42%) Degree
3 48 (6.73%) SC Cleared
4 9 (1.26%) DV Cleared
5 8 (1.12%) CLAS
5 8 (1.12%) PRINCE2 Certification
6 7 (0.98%) Oracle Certification
7 6 (0.84%) MBA
8 5 (0.70%) BPSS Clearance
8 5 (0.70%) CTC Cleared
8 5 (0.70%) PMP
9 3 (0.42%) Six Sigma Black Belt
9 3 (0.42%) Six Sigma Green Belt
9 3 (0.42%) Six Sigma Yellow Belt
10 2 (0.28%) CISSP
11 1 (0.14%) CBAP
11 1 (0.14%) ISEB
Quality Assurance & Compliance
1 140 (19.64%) Data Quality
2 19 (2.66%) MiFID
3 17 (2.38%) ISO20022
4 15 (2.10%) QA
5 9 (1.26%) FATCA
6 4 (0.56%) Sarbanes-Oxley
6 4 (0.56%) SAS 70
6 4 (0.56%) Solvency II
7 3 (0.42%) Disclosure Scotland
7 3 (0.42%) ISO/IEC 27001
8 2 (0.28%) AIFMD
8 2 (0.28%) Basel II
8 2 (0.28%) COBIT
8 2 (0.28%) EMIR
8 2 (0.28%) SLA
9 1 (0.14%) HL7
9 1 (0.14%) ISO 9000
9 1 (0.14%) ISO 9001
9 1 (0.14%) ISO/IEC 17799
9 1 (0.14%) PCI DSS
System Software
1 23 (3.23%) Docker
2 18 (2.52%) HDFS
3 17 (2.38%) Apache Flume
4 10 (1.40%) Corosync
4 10 (1.40%) Squid
5 2 (0.28%) Btrfs
5 2 (0.28%) vCloud
6 1 (0.14%) Active Directory
6 1 (0.14%) Hyper-V
6 1 (0.14%) XenApp
6 1 (0.14%) XenDesktop
6 1 (0.14%) XenServer
Systems Management
1 11 (1.54%) Puppet
2 10 (1.40%) Pacemaker
3 8 (1.12%) Oozie
4 7 (0.98%) Hadoop YARN
5 6 (0.84%) Opscode Chef
6 4 (0.56%) Control-M
6 4 (0.56%) DBAmp
7 2 (0.28%) Ansible
7 2 (0.28%) Nagios
7 2 (0.28%) Thomson Reuters DACS
7 2 (0.28%) vRealize
8 1 (0.14%) HP Quality Center
8 1 (0.14%) Kibana
8 1 (0.14%) Oracle EDQ
Vendors
1 89 (12.48%) Oracle
2 40 (5.61%) Microsoft
3 37 (5.19%) IBM
4 34 (4.77%) Informatica
4 34 (4.77%) Tableau
5 28 (3.93%) Salesforce.com
6 26 (3.65%) SAP
7 25 (3.51%) Cloudera
8 15 (2.10%) Salesforce Marketing Cloud
9 13 (1.82%) Talend
10 12 (1.68%) Netezza
10 12 (1.68%) Teradata
11 11 (1.54%) VMware
12 10 (1.40%) Google
12 10 (1.40%) Platfora
13 9 (1.26%) Hortonworks
14 7 (0.98%) Cognos
14 7 (0.98%) HP
15 6 (0.84%) Ab Initio
15 6 (0.84%) Software AG
City of London
Real Staffing
Rate: competitive
Posted: 5 days ago
Manchester, Lancashire
Oscar
Rate: £300 - £350 per day
Posted: 6 days ago
City, London
I3
Rate: £440 - £450 per annum
Posted: 5 days ago
Leeds, United Kingdom
NHS Digital
Rate: £40,028 - £48,034
Posted: 8 days ago