The table below looks at the statistics for Data Architecture skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Architecture over the 3 months to 27 September 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 Sep 2016
Same period 2015 Same period 2014
Data Architecture
Rank 246 319 272
Rank change year-on-year
+73 -47
Contract jobs citing Data Architecture 206 117 181
As % of all contract IT jobs located in London 0.90% 0.51% 0.75%
As % of the Processes & Methodologies category 1.05% 0.61% 0.92%
Number of daily rates quoted 146 77 124
Median daily rate £550 £525 £550
Median daily rate % change year-on-year
+4.76% -4.54%
90% offered a daily rate of more than £346 £415 £379
10% offered a daily rate of more than £713 £689 £700
UK excluding London median daily rate £525 £500 £475
% change year-on-year
+5.00% +5.26%
Number of hourly rates quoted 0 1 0
Median hourly rate - £37.50 -
UK excluding London median hourly rate - £41.25 £82.00
% change year-on-year
- -49.69%
Data Architecture
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the London region.

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
19685 19203 19669
As % of all contract IT jobs located in London 85.98% 83.25% 81.23%
Number of daily rates quoted 14097 13781 13947
Median daily rate £475 £450 £450
Median daily rate % change year-on-year
+5.55% -
90% offered a daily rate of more than £325 £313 £300
10% offered a daily rate of more than £613 £625 £600
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 199 218 246
Median hourly rate £24.72 £22.00 £21.62
Median hourly rate % change year-on-year
+12.36% +1.75%
90% offered a hourly rate of more than £12.50 £13.17 £13.46
10% offered a hourly rate of more than £54.93 £52.05 £53.50
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

Data Architecture
Jobs Demand Trend in London

The demand trend of contract jobs across the London 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 London

Data Architecture
Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Architecture across the London region.

Data Architecture Daily Rate Trend in London

Data Architecture
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Architecture across the London region over the 3 months to 27 September 2016.

Data Architecture Daily Rate Histogram in London

Data Architecture
Hourly Rate Trend in London

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Architecture across the London region.

Data Architecture Hourly Rate Trend in London

Data Architecture
Contract Job Locations in London

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 London region over the 3 months to 27 September 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
City of London +14 27 £500 -13.04% 5
Brentford - 4 £455 -
Croydon - 3 £475 -
Uxbridge +3 1 - -
Bromley - 1 £450 -
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in London

For the 6 months to 27 September 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 London region with a requirement for Data Architecture.

1 213 (55.18%) Data Modelling
2 126 (32.64%) Data Management
3 118 (30.57%) SQL
3 118 (30.57%) Business Intelligence
4 104 (26.94%) Finance
5 93 (24.09%) Data Quality
5 93 (24.09%) Analytics
6 92 (23.83%) Data Warehouse
7 91 (23.58%) Agile Software Development
8 80 (20.73%) Big Data
9 72 (18.65%) Master Data Management
10 69 (17.88%) Data Governance
11 63 (16.32%) Data Analysis
12 58 (15.03%) Banking
13 53 (13.73%) Project Management
14 51 (13.21%) Enterprise Architecture
14 51 (13.21%) Analytical Skills
15 46 (11.92%) Oracle
15 46 (11.92%) Data Integration
16 45 (11.66%) SOA
17 44 (11.40%) Hadoop
18 43 (11.14%) Migration
19 42 (10.88%) SQL Server
19 42 (10.88%) Security Cleared
19 42 (10.88%) Open Source
20 39 (10.10%) Data Migration
20 39 (10.10%) Management Information System
20 39 (10.10%) Data Transformation
21 38 (9.84%) XML
21 38 (9.84%) ETL

Data Architecture
Top Related IT Skills in London 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 25 (6.48%) Apache Spark
2 14 (3.63%) Apache
3 9 (2.33%) SharePoint
4 8 (2.07%) nginx
5 6 (1.55%) Apache Solr
6 5 (1.30%) Apache Pig
6 5 (1.30%) CMS
6 5 (1.30%) Mule
6 5 (1.30%) SAS
7 3 (0.78%) Documentum
7 3 (0.78%) Exchange Server 2010
7 3 (0.78%) Exchange Server 2013
7 3 (0.78%) MS Exchange
7 3 (0.78%) SharePoint 2010
8 2 (0.52%) IBM Domino
8 2 (0.52%) IBM Notes
8 2 (0.52%) WebLogic
8 2 (0.52%) WebLogic Portal
9 1 (0.26%) BizTalk Server
9 1 (0.26%) NetWeaver
Applications
1 7 (1.81%) MS Excel
2 4 (1.04%) MS Office
2 4 (1.04%) MS Project
3 3 (0.78%) Spreadsheet
4 2 (0.52%) MS PowerPoint
Business Applications
1 8 (2.07%) Oracle EBS
2 3 (0.78%) Markit EDM
3 1 (0.26%) Dynamics CRM
3 1 (0.26%) Oracle EBS R12
3 1 (0.26%) Salesforce.com CRM
3 1 (0.26%) SAP HR
3 1 (0.26%) SAP MDM
3 1 (0.26%) Teamcenter
Cloud Services
1 17 (4.40%) Microsoft Azure
2 13 (3.37%) Amazon AWS
3 7 (1.81%) Azure Machine Learning
4 6 (1.55%) GitHub
5 3 (0.78%) iPaaS
5 3 (0.78%) SaaS
5 3 (0.78%) SuccessFactors
6 2 (0.52%) IBM Cloud
7 1 (0.26%) Google Analytics
Communications & Networking
1 13 (3.37%) SMS
2 6 (1.55%) HTTP
3 5 (1.30%) Intranet
4 4 (1.04%) CTI
5 2 (0.52%) Internet
5 2 (0.52%) TCP/IP
6 1 (0.26%) LAN
6 1 (0.26%) LDAP
6 1 (0.26%) Network Security
6 1 (0.26%) WAN
Database & Business Intelligence
1 92 (23.83%) Data Warehouse
2 80 (20.73%) Big Data
3 44 (11.40%) Hadoop
4 42 (10.88%) SQL Server
5 33 (8.55%) NoSQL
6 22 (5.70%) Data Mining
6 22 (5.70%) Relational Database
7 20 (5.18%) QlikView
8 19 (4.92%) Data Lake
8 19 (4.92%) MongoDB
9 17 (4.40%) Oracle Database
10 16 (4.15%) PostgreSQL
11 11 (2.85%) Apache Hive
11 11 (2.85%) MySQL
12 10 (2.59%) Sqoop
13 9 (2.33%) Enterprise Data Warehouse
13 9 (2.33%) HDInsight
13 9 (2.33%) SQL Server 2008
13 9 (2.33%) SQL Server Analysis Services
14 8 (2.07%) SQL Server Reporting Services
Development Applications
1 15 (3.89%) ERwin
2 9 (2.33%) Jenkins
2 9 (2.33%) Talend Open Studio
3 7 (1.81%) JIRA
4 5 (1.30%) Git (software)
4 5 (1.30%) Hudson
5 2 (0.52%) JBuilder
6 1 (0.26%) Maven
6 1 (0.26%) PowerDesigner
6 1 (0.26%) SQL Server Management Studio (SSMS)
6 1 (0.26%) TestDirector
6 1 (0.26%) Visual Studio
General
1 104 (26.94%) Finance
2 58 (15.03%) Banking
3 37 (9.59%) Investment Banking
4 30 (7.77%) Retail
5 28 (7.25%) Marketing
6 16 (4.15%) Legal
7 10 (2.59%) Financial Institution
8 8 (2.07%) Law
9 7 (1.81%) Publishing
10 5 (1.30%) Back Office
11 4 (1.04%) Advertising
11 4 (1.04%) Front Office
11 4 (1.04%) Telecoms
12 3 (0.78%) Billing
12 3 (0.78%) Manufacturing
12 3 (0.78%) Retail Banking
13 2 (0.52%) Corporate Banking
14 1 (0.26%) Pharmaceutical
Job Titles
1 223 (57.77%) Architect
2 156 (40.41%) Data Architect
3 54 (13.99%) Analyst
4 47 (12.18%) Solutions Architect
5 35 (9.07%) Data Analyst
6 29 (7.51%) Big Data Architect
7 22 (5.70%) Enterprise Data Architect
7 22 (5.70%) Project Manager
8 19 (4.92%) Senior Architect
9 18 (4.66%) Business Analyst
10 17 (4.40%) Data Manager
10 17 (4.40%) Enterprise Architect
11 16 (4.15%) Developer
11 16 (4.15%) Senior Data Architect
12 14 (3.63%) Business Intelligence Architect
13 13 (3.37%) Hadoop Architect
14 10 (2.59%) Software Engineer
14 10 (2.59%) Technical Architect
15 9 (2.33%) Consultant
15 9 (2.33%) Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 38 (9.84%) XML
2 32 (8.29%) Web Services
3 23 (5.96%) HTML
4 19 (4.92%) .NET
5 14 (3.63%) Middleware
6 11 (2.85%) REST
7 10 (2.59%) JSON
8 9 (2.33%) AngularJS
9 8 (2.07%) EDI
10 7 (1.81%) HTML5
10 7 (1.81%) Node.js
10 7 (1.81%) Spring
11 6 (1.55%) SOAP
11 6 (1.55%) XSD
12 5 (1.30%) Hibernate
12 5 (1.30%) Lucene
12 5 (1.30%) Spring Web Flow
12 5 (1.30%) Twitter Bootstrap
13 4 (1.04%) Pandas
13 4 (1.04%) RESTful
Miscellaneous
1 51 (13.21%) Analytical Skills
2 46 (11.92%) Data Integration
3 39 (10.10%) Management Information System
4 25 (6.48%) Reference Data
5 21 (5.44%) Enterprise Software
6 17 (4.40%) Fixed Income
7 16 (4.15%) Equities
8 15 (3.89%) Algorithms
9 14 (3.63%) Data Structures
9 14 (3.63%) Statistics
9 14 (3.63%) Visualisation
10 11 (2.85%) Data Conversion
11 9 (2.33%) Computer Science
12 8 (2.07%) Virtual Team
13 7 (1.81%) Mainframe
14 5 (1.30%) Blog
14 5 (1.30%) N-Tier
15 4 (1.04%) Market Risk
15 4 (1.04%) Mathematics
15 4 (1.04%) Taxonomies
Operating Systems
1 12 (3.11%) Windows
2 9 (2.33%) Linux
3 4 (1.04%) Windows Server
3 4 (1.04%) Windows Server 2008
4 3 (0.78%) AIX
4 3 (0.78%) Unix
4 3 (0.78%) Windows 7
4 3 (0.78%) Windows 8
4 3 (0.78%) Windows Server 2012
5 2 (0.52%) Solaris
Processes & Methodologies
1 213 (55.18%) Data Modelling
2 126 (32.64%) Data Management
3 118 (30.57%) Business Intelligence
4 93 (24.09%) Analytics
5 91 (23.58%) Agile Software Development
6 72 (18.65%) Master Data Management
7 69 (17.88%) Data Governance
8 63 (16.32%) Data Analysis
9 53 (13.73%) Project Management
10 51 (13.21%) Enterprise Architecture
11 45 (11.66%) SOA
12 43 (11.14%) Migration
13 42 (10.88%) Open Source
14 39 (10.10%) Data Migration
14 39 (10.10%) Data Transformation
15 38 (9.84%) ETL
16 35 (9.07%) CRM
16 35 (9.07%) TOGAF
17 28 (7.25%) Business Analysis
18 27 (6.99%) Stakeholder Management
Programming Languages
1 118 (30.57%) SQL
2 33 (8.55%) Java
3 26 (6.74%) Python
3 26 (6.74%) R
4 24 (6.22%) JavaScript
5 14 (3.63%) T-SQL
6 7 (1.81%) NATURAL
6 7 (1.81%) Perl
6 7 (1.81%) Shell Script
7 6 (1.55%) C#
7 6 (1.55%) Scala
8 5 (1.30%) C
8 5 (1.30%) Groovy
9 4 (1.04%) SPARQL
10 3 (0.78%) VB.NET
11 2 (0.52%) C++
11 2 (0.52%) PL/SQL
11 2 (0.52%) PowerShell
11 2 (0.52%) VB
12 1 (0.26%) PHP
Qualifications
1 42 (10.88%) Security Cleared
2 38 (9.84%) SC Cleared
3 37 (9.59%) Degree
4 4 (1.04%) PRINCE2 Certification
5 3 (0.78%) CLAS
6 2 (0.52%) BPSS Clearance
7 1 (0.26%) BC Cleared
7 1 (0.26%) CISSP
7 1 (0.26%) DV Cleared
7 1 (0.26%) ISEB
7 1 (0.26%) MBA
7 1 (0.26%) Oracle Certification
7 1 (0.26%) PMP
Quality Assurance & Compliance
1 93 (24.09%) Data Quality
2 28 (7.25%) QA
3 14 (3.63%) MiFID
4 10 (2.59%) ISO20022
5 5 (1.30%) Sarbanes-Oxley
5 5 (1.30%) SAS 70
5 5 (1.30%) Solvency II
6 3 (0.78%) Disclosure Scotland
7 2 (0.52%) EMIR
8 1 (0.26%) AIFMD
8 1 (0.26%) Dodd-Frank
8 1 (0.26%) FATCA
8 1 (0.26%) ISO/IEC 27001
8 1 (0.26%) PCI DSS
8 1 (0.26%) SLA
System Software
1 14 (3.63%) Docker
2 10 (2.59%) Apache Flume
3 5 (1.30%) HDFS
4 3 (0.78%) Corosync
4 3 (0.78%) Squid
5 2 (0.52%) Btrfs
5 2 (0.52%) vCloud
6 1 (0.26%) VMware Infrastructure
6 1 (0.26%) Xen
Systems Management
1 12 (3.11%) Opscode Chef
2 4 (1.04%) DBAmp
2 4 (1.04%) Puppet
3 3 (0.78%) Pacemaker
4 2 (0.52%) Hadoop YARN
4 2 (0.52%) Thomson Reuters DACS
4 2 (0.52%) vRealize
5 1 (0.26%) Ansible
5 1 (0.26%) Control-M
5 1 (0.26%) Microsoft Intune
Vendors
1 46 (11.92%) Oracle
2 29 (7.51%) Informatica
3 23 (5.96%) Microsoft
4 22 (5.70%) Salesforce.com
5 20 (5.18%) Tableau
6 15 (3.89%) Salesforce Marketing Cloud
7 13 (3.37%) IBM
8 9 (2.33%) SAP
8 9 (2.33%) Talend
8 9 (2.33%) Teradata
9 8 (2.07%) Cognos
9 8 (2.07%) Hortonworks
10 7 (1.81%) MuleSoft
11 6 (1.55%) Software AG
12 5 (1.30%) AppDynamics
12 5 (1.30%) GoldenSource
12 5 (1.30%) Google
13 4 (1.04%) Blue Prism
13 4 (1.04%) MicroStrategy
13 4 (1.04%) Pega
London
Digitech Resourcing Ltd
Rate: From £500 to £550 per annum
Posted: 5 days ago
London
McGregor Boyall
Rate: £650 - £700 per day
Posted: 6 days ago
London
Lorien Resourcing
Rate: Competitive Rate
Posted: 4 days ago
London
Nicoll Curtin
Rate: £600.00 - £750.00 per day
Posted: 6 days ago
London
TEKsystems
Rate: £1 per day + market rate
Posted: 4 days ago
London
Experis Ltd
Rate: £500 - £527 per day
Posted: 5 days ago
City, London
Hydrogen Group
Rate: £450.00 - £525.00 per day
Posted: 5 days ago
London
Experis Ltd
Rate: £490 - £525 per day
Posted: 4 days ago