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 4 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
4 Dec 2016
Same period 2015 Same period 2014
Data Architecture
Rank 226 274 258
Rank change year-on-year
+48 -16
Contract jobs citing Data Architecture 220 156 173
As % of all contract IT jobs located in London 1.03% 0.69% 0.72%
As % of the Processes & Methodologies category 1.21% 0.82% 0.89%
Number of daily rates quoted 165 98 125
Median daily rate £550 £550 £550
90% offered a daily rate of more than £450 £418 £388
10% offered a daily rate of more than £675 £700 £713
UK excluding London median daily rate £495 £475 £488
% change year-on-year
+4.10% -2.56%
Number of hourly rates quoted 0 1 1
Median hourly rate - £37.50 £105.00
Median hourly rate % change year-on-year
- -64.28%
UK excluding London median hourly rate - £21.50 £59.75
% change year-on-year
- -64.01%
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
18130 18917 19369
As % of all contract IT jobs located in London 84.86% 83.57% 80.78%
Number of daily rates quoted 13033 13514 14273
Median daily rate £476 £463 £450
Median daily rate % change year-on-year
+2.81% +2.77%
90% offered a daily rate of more than £338 £325 £300
10% offered a daily rate of more than £625 £625 £625
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 195 231 254
Median hourly rate £27.50 £22.50 £22.50
Median hourly rate % change year-on-year
+22.22% -
90% offered a hourly rate of more than £13.50 £12.50 £11.50
10% offered a hourly rate of more than £50.00 £50.00 £53.50
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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 4 December 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 4 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
City of London +9 34 £550 -12.00% 8
Canary Wharf +3 2 £550 -
Uxbridge +4 1 £500 +11.11%
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in London

For the 6 months to 4 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 London region with a requirement for Data Architecture.

1 225 (52.45%) Data Modelling
2 118 (27.51%) Finance
3 115 (26.81%) Business Intelligence
4 109 (25.41%) Agile Software Development
5 108 (25.17%) SQL
6 106 (24.71%) Big Data
7 102 (23.78%) Data Management
8 92 (21.45%) Data Warehouse
9 80 (18.65%) Analytics
10 77 (17.95%) Data Quality
11 73 (17.02%) Banking
12 71 (16.55%) Data Analysis
13 67 (15.62%) Data Governance
14 65 (15.15%) Hadoop
15 64 (14.92%) Project Management
16 58 (13.52%) Apache Spark
17 55 (12.82%) Oracle
18 52 (12.12%) SQL Server
18 52 (12.12%) Data Integration
19 51 (11.89%) ETL
20 50 (11.66%) TOGAF
21 47 (10.96%) Analytical Skills
22 45 (10.49%) Enterprise Architecture
23 43 (10.02%) Degree
24 40 (9.32%) SOA
24 40 (9.32%) Master Data Management
25 39 (9.09%) Python
25 39 (9.09%) Management Information System
25 39 (9.09%) Stakeholder Management
25 39 (9.09%) Security Cleared

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 58 (13.52%) Apache Spark
2 16 (3.73%) Oracle SOA Suite
3 11 (2.56%) Apache
3 11 (2.56%) SharePoint
4 10 (2.33%) Apache Pig
5 9 (2.10%) Apache Solr
6 3 (0.70%) Documentum
6 3 (0.70%) Elasticsearch
6 3 (0.70%) Exchange Server 2010
6 3 (0.70%) Exchange Server 2013
6 3 (0.70%) MS Exchange
6 3 (0.70%) nginx
6 3 (0.70%) SharePoint 2010
7 2 (0.47%) SAS
8 1 (0.23%) BizTalk Server
8 1 (0.23%) IBM Domino
8 1 (0.23%) IBM Notes
8 1 (0.23%) Liferay
8 1 (0.23%) WebLogic
8 1 (0.23%) WebLogic Portal
Applications
1 14 (3.26%) MS Excel
2 10 (2.33%) MS Project
3 5 (1.17%) MS Office
3 5 (1.17%) MS Visio
Business Applications
1 9 (2.10%) Oracle EBS
2 8 (1.86%) Dynamics CRM
3 3 (0.70%) Markit EDM
4 2 (0.47%) Dynamics AX
4 2 (0.47%) Summit
5 1 (0.23%) Oracle EBS R12
5 1 (0.23%) Oracle Retail
5 1 (0.23%) Salesforce.com CRM
5 1 (0.23%) SAP HR
Cloud Services
1 21 (4.90%) Microsoft Azure
2 11 (2.56%) Amazon AWS
3 8 (1.86%) SaaS
4 7 (1.63%) Azure Machine Learning
5 6 (1.40%) IBM Cloud
6 4 (0.93%) Amazon Kinesis
6 4 (0.93%) Amazon S3
7 3 (0.70%) iPaaS
7 3 (0.70%) SuccessFactors
8 2 (0.47%) Cloud Computing
9 1 (0.23%) Amazon EC2
9 1 (0.23%) Amazon EMR
9 1 (0.23%) AWS CloudFormation
9 1 (0.23%) AWS Lambda
9 1 (0.23%) PaaS
Communications & Networking
1 13 (3.03%) SMS
2 6 (1.40%) HTTP
3 5 (1.17%) Intranet
4 4 (0.93%) CTI
4 4 (0.93%) LDAP
5 3 (0.70%) Kerberos
6 1 (0.23%) Firewall
6 1 (0.23%) Internet
6 1 (0.23%) LAN
6 1 (0.23%) NAS
6 1 (0.23%) Network Security
6 1 (0.23%) SAN
6 1 (0.23%) TCP/IP
6 1 (0.23%) WAN
Database & Business Intelligence
1 106 (24.71%) Big Data
2 92 (21.45%) Data Warehouse
3 65 (15.15%) Hadoop
4 52 (12.12%) SQL Server
5 36 (8.39%) QlikView
6 32 (7.46%) Apache Hive
7 28 (6.53%) Data Mining
8 23 (5.36%) Data Lake
9 22 (5.13%) NoSQL
10 21 (4.90%) MongoDB
11 19 (4.43%) HBase
12 16 (3.73%) Oracle Database
12 16 (3.73%) Relational Database
13 15 (3.50%) BusinessObjects
14 13 (3.03%) CouchDB
14 13 (3.03%) Impala
14 13 (3.03%) SQL Server Reporting Services
15 10 (2.33%) Enterprise Data Warehouse
15 10 (2.33%) SQL Server Analysis Services
15 10 (2.33%) Sqoop
Development Applications
1 18 (4.20%) ERwin
2 7 (1.63%) Jenkins
2 7 (1.63%) PowerDesigner
2 7 (1.63%) Talend Open Studio
3 4 (0.93%) Atlassian Bamboo
4 2 (0.47%) JIRA
5 1 (0.23%) JBuilder
General
1 118 (27.51%) Finance
2 73 (17.02%) Banking
3 38 (8.86%) Investment Banking
4 36 (8.39%) Retail
5 33 (7.69%) Marketing
6 16 (3.73%) Legal
7 12 (2.80%) Financial Institution
8 9 (2.10%) Law
9 5 (1.17%) Publishing
10 3 (0.70%) Billing
10 3 (0.70%) Games
10 3 (0.70%) Retail Banking
10 3 (0.70%) Telecoms
11 2 (0.47%) Advertising
11 2 (0.47%) Back Office
12 1 (0.23%) Aerospace
12 1 (0.23%) Front Office
12 1 (0.23%) Pharmaceutical
Job Titles
1 262 (61.07%) Architect
2 199 (46.39%) Data Architect
3 56 (13.05%) Solutions Architect
4 53 (12.35%) Analyst
5 34 (7.93%) Big Data Architect
6 31 (7.23%) Data Analyst
7 24 (5.59%) Business Intelligence Architect
7 24 (5.59%) Developer
8 22 (5.13%) Project Manager
9 21 (4.90%) Enterprise Data Architect
10 20 (4.66%) Business Analyst
11 18 (4.20%) Hadoop Architect
12 17 (3.96%) Enterprise Architect
12 17 (3.96%) Senior Architect
13 14 (3.26%) Senior Data Architect
14 12 (2.80%) Data Manager
15 10 (2.33%) Business Intelligence Solutions Architect
15 10 (2.33%) Data Warehouse Architect
15 10 (2.33%) Lead Architect
15 10 (2.33%) Scala Developer
Libraries, Frameworks & Software Standards
1 35 (8.16%) XML
2 25 (5.83%) Web Services
3 22 (5.13%) .NET
4 19 (4.43%) HTML
5 15 (3.50%) REST
6 14 (3.26%) Kafka
7 13 (3.03%) scikit-learn
8 8 (1.86%) Apache Avro
9 7 (1.63%) EDI
9 7 (1.63%) Pandas
10 6 (1.40%) Middleware
11 4 (0.93%) AngularJS
11 4 (0.93%) HTML5
11 4 (0.93%) RESTful
11 4 (0.93%) SparkR
11 4 (0.93%) XSD
12 3 (0.70%) D3.js
12 3 (0.70%) J2EE
12 3 (0.70%) Oracle GoldenGate
12 3 (0.70%) SOAP
Miscellaneous
1 52 (12.12%) Data Integration
2 47 (10.96%) Analytical Skills
3 39 (9.09%) Management Information System
4 31 (7.23%) Visualisation
5 25 (5.83%) Reference Data
6 23 (5.36%) Computer Science
7 21 (4.90%) Data Structures
8 17 (3.96%) Enterprise Software
9 15 (3.50%) Equities
10 14 (3.26%) Fixed Income
11 13 (3.03%) Statistics
12 11 (2.56%) Algorithms
12 11 (2.56%) Credit Risk
13 10 (2.33%) Data Conversion
14 8 (1.86%) Grid Computing
14 8 (1.86%) Virtual Team
15 7 (1.63%) Mainframe
15 7 (1.63%) User Experience
16 5 (1.17%) Tandem
17 4 (0.93%) W3C
Operating Systems
1 12 (2.80%) Linux
2 11 (2.56%) Windows
3 10 (2.33%) Unix
4 3 (0.70%) AIX
4 3 (0.70%) Windows 7
4 3 (0.70%) Windows 8
4 3 (0.70%) Windows Server
4 3 (0.70%) Windows Server 2008
4 3 (0.70%) Windows Server 2012
5 2 (0.47%) Solaris
Processes & Methodologies
1 225 (52.45%) Data Modelling
2 115 (26.81%) Business Intelligence
3 109 (25.41%) Agile Software Development
4 102 (23.78%) Data Management
5 80 (18.65%) Analytics
6 71 (16.55%) Data Analysis
7 67 (15.62%) Data Governance
8 64 (14.92%) Project Management
9 51 (11.89%) ETL
10 50 (11.66%) TOGAF
11 45 (10.49%) Enterprise Architecture
12 40 (9.32%) Master Data Management
12 40 (9.32%) SOA
13 39 (9.09%) Stakeholder Management
14 37 (8.62%) CRM
14 37 (8.62%) Migration
15 35 (8.16%) Data Migration
15 35 (8.16%) Data Transformation
16 30 (6.99%) Logical Data Model
17 27 (6.29%) Machine Learning
Programming Languages
1 108 (25.17%) SQL
2 39 (9.09%) Python
3 37 (8.62%) R
4 28 (6.53%) Scala
5 27 (6.29%) Java
6 20 (4.66%) JavaScript
7 16 (3.73%) T-SQL
8 7 (1.63%) NATURAL
8 7 (1.63%) Perl
8 7 (1.63%) Shell Script
9 5 (1.17%) C#
10 4 (0.93%) C
10 4 (0.93%) C++
10 4 (0.93%) SPARQL
11 3 (0.70%) PL/SQL
11 3 (0.70%) VB.NET
12 2 (0.47%) PHP
12 2 (0.47%) PowerShell
12 2 (0.47%) VBA
13 1 (0.23%) VB
Qualifications
1 43 (10.02%) Degree
2 39 (9.09%) Security Cleared
3 31 (7.23%) SC Cleared
4 7 (1.63%) PRINCE2 Certification
5 5 (1.17%) CTC Cleared
5 5 (1.17%) PMP
6 3 (0.70%) CLAS
6 3 (0.70%) Six Sigma Black Belt
6 3 (0.70%) Six Sigma Green Belt
6 3 (0.70%) Six Sigma Yellow Belt
7 2 (0.47%) BPSS Clearance
7 2 (0.47%) DV Cleared
8 1 (0.23%) CISSP
8 1 (0.23%) ISEB
8 1 (0.23%) Oracle Certification
Quality Assurance & Compliance
1 77 (17.95%) Data Quality
2 19 (4.43%) MiFID
3 12 (2.80%) ISO20022
4 10 (2.33%) QA
5 9 (2.10%) FATCA
6 4 (0.93%) Sarbanes-Oxley
6 4 (0.93%) SAS 70
6 4 (0.93%) Solvency II
7 2 (0.47%) AIFMD
7 2 (0.47%) COBIT
7 2 (0.47%) Disclosure Scotland
7 2 (0.47%) EMIR
8 1 (0.23%) ISO/IEC 27001
8 1 (0.23%) PCI DSS
System Software
1 13 (3.03%) Docker
1 13 (3.03%) HDFS
2 10 (2.33%) Apache Flume
3 3 (0.70%) Corosync
3 3 (0.70%) Squid
4 2 (0.47%) Btrfs
4 2 (0.47%) vCloud
5 1 (0.23%) Active Directory
5 1 (0.23%) Hyper-V
5 1 (0.23%) XenApp
5 1 (0.23%) XenDesktop
5 1 (0.23%) XenServer
Systems Management
1 8 (1.86%) Oozie
2 6 (1.40%) Opscode Chef
3 5 (1.17%) DBAmp
4 4 (0.93%) Puppet
5 3 (0.70%) Pacemaker
6 2 (0.47%) Ansible
6 2 (0.47%) Hadoop YARN
6 2 (0.47%) Thomson Reuters DACS
6 2 (0.47%) vRealize
7 1 (0.23%) Control-M
7 1 (0.23%) Kibana
Vendors
1 55 (12.82%) Oracle
2 29 (6.76%) Salesforce.com
3 25 (5.83%) Tableau
4 24 (5.59%) Informatica
5 23 (5.36%) Microsoft
6 18 (4.20%) IBM
7 15 (3.50%) Salesforce Marketing Cloud
8 11 (2.56%) Teradata
9 9 (2.10%) Cloudera
10 8 (1.86%) Hortonworks
11 7 (1.63%) Cognos
11 7 (1.63%) Talend
12 6 (1.40%) Software AG
13 4 (0.93%) Alteryx
13 4 (0.93%) Blue Prism
13 4 (0.93%) GoldenSource
13 4 (0.93%) Google
13 4 (0.93%) MicroStrategy
13 4 (0.93%) Pega
14 3 (0.70%) ION Trading
City of London
Real Staffing
Rate: competitive
Posted: 2 days ago
City, London
TEKsystems
Rate: market rate
Posted: 6 days ago
City, London
I3
Rate: £440 - £450 per annum
Posted: 2 days ago
South West London
onezeero.
Rate: £475 - £500 per day
Posted: 4 days ago