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 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
England / London
Rank 262 241 254
Rank change year-on-year
-21 +13
Contract jobs citing Data Architecture 145 171 157
As % of all contract IT jobs located in London 0.75% 0.81% 0.73%
As % of the Processes & Methodologies category 0.88% 0.95% 0.89%
Number of daily rates quoted 97 131 121
Median daily rate £590 £550 £600
Median daily rate % change year-on-year
+7.27% -8.33%
90% offered a daily rate of more than £448 £400 £420
10% offered a daily rate of more than £725 £700 £700
UK excluding London median daily rate £501 £500 £450
% change year-on-year
+0.10% +11.11%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £13.00
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 London region.

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
16402 17918 17552
As % of all contract IT jobs located in London 84.65% 84.94% 82.07%
Number of daily rates quoted 11857 12783 12516
Median daily rate £475 £475 £450
Median daily rate % change year-on-year
- +5.55%
90% offered a daily rate of more than £340 £325 £308
10% offered a daily rate of more than £638 £625 £600
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 162 219 200
Median hourly rate £31.47 £22.50 £21.50
Median hourly rate % change year-on-year
+39.84% +4.65%
90% offered a hourly rate of more than £13.87 £12.50 £11.00
10% offered a hourly rate of more than £55.00 £53.00 £51.50
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 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 20 February 2017.

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 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
City of London -1 30 £615 +0.40% 6
Canary Wharf +8 9 - -
Croydon - 2 £488 -
Docklands, London - 1 £600 -
Wimbledon - 1 £175 - 1
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in London

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 London region with a requirement for Data Architecture.

1 179 (47.35%) Data Modelling
2 127 (33.60%) Finance
3 107 (28.31%) Big Data
4 95 (25.13%) Business Intelligence
5 94 (24.87%) Agile Software Development
6 92 (24.34%) Data Management
7 84 (22.22%) SQL
8 81 (21.43%) Banking
8 81 (21.43%) Analytics
9 78 (20.63%) Data Warehouse
10 74 (19.58%) Hadoop
11 65 (17.20%) Data Integration
12 62 (16.40%) ETL
12 62 (16.40%) TOGAF
13 56 (14.81%) Data Analysis
13 56 (14.81%) Data Governance
14 50 (13.23%) Data Quality
15 48 (12.70%) Apache Spark
16 46 (12.17%) Oracle
17 45 (11.90%) Stakeholder Management
18 44 (11.64%) Analytical Skills
19 43 (11.38%) SQL Server
20 42 (11.11%) Apache Hive
21 39 (10.32%) Enterprise Architecture
22 38 (10.05%) Project Management
23 36 (9.52%) Java
23 36 (9.52%) Python
24 34 (8.99%) R
25 33 (8.73%) Reference Data
25 33 (8.73%) QlikView

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 48 (12.70%) Apache Spark
2 13 (3.44%) Apache Pig
3 10 (2.65%) Apache
3 10 (2.65%) Oracle SOA Suite
4 9 (2.38%) Apache Solr
5 8 (2.12%) nginx
6 7 (1.85%) SharePoint
7 6 (1.59%) JBoss
7 6 (1.59%) SAS
7 6 (1.59%) WebLogic
8 5 (1.32%) Elasticsearch
9 3 (0.79%) WebSphere
10 2 (0.53%) Documentum
10 2 (0.53%) Exchange Server 2010
10 2 (0.53%) Exchange Server 2013
10 2 (0.53%) MS Exchange
10 2 (0.53%) SharePoint 2010
11 1 (0.26%) IIS
11 1 (0.26%) MQSeries
11 1 (0.26%) SharePoint 2013
Applications
1 14 (3.70%) MS Excel
2 7 (1.85%) MS Project
3 6 (1.59%) MS Office
3 6 (1.59%) MS Visio
4 1 (0.26%) GNU Octave
4 1 (0.26%) MS PowerPoint
Business Applications
1 8 (2.12%) Dynamics CRM
2 3 (0.79%) NetSuite
3 2 (0.53%) Dynamics AX
3 2 (0.53%) Oracle EBS
3 2 (0.53%) Summit
4 1 (0.26%) Markit EDM
4 1 (0.26%) Oracle Retail
4 1 (0.26%) SAP Oil and Gas
Cloud Services
1 22 (5.82%) Microsoft Azure
2 17 (4.50%) Amazon AWS
3 9 (2.38%) Amazon S3
3 9 (2.38%) Azure Machine Learning
4 8 (2.12%) SaaS
5 6 (1.59%) Amazon EC2
5 6 (1.59%) IBM Cloud
6 4 (1.06%) Amazon Kinesis
7 3 (0.79%) Amazon EMR
7 3 (0.79%) Amazon SQS
7 3 (0.79%) AWS CloudFormation
7 3 (0.79%) AWS Data Pipeline
7 3 (0.79%) Cloud Computing
8 2 (0.53%) Data Lake Analytics
8 2 (0.53%) PaaS
9 1 (0.26%) AWS Lambda
9 1 (0.26%) OpenShift
9 1 (0.26%) Slack
9 1 (0.26%) Trello
9 1 (0.26%) Virtual Private Cloud
Communications & Networking
1 7 (1.85%) HTTP
2 4 (1.06%) LDAP
3 3 (0.79%) Kerberos
3 3 (0.79%) SMS
4 2 (0.53%) FTP
4 2 (0.53%) SMTP
5 1 (0.26%) CTI
5 1 (0.26%) DNS
5 1 (0.26%) Firewall
5 1 (0.26%) LAN
5 1 (0.26%) NAS
5 1 (0.26%) Network Security
5 1 (0.26%) RFID
5 1 (0.26%) SAN
5 1 (0.26%) WAN
5 1 (0.26%) Wi-Fi
Database & Business Intelligence
1 107 (28.31%) Big Data
2 78 (20.63%) Data Warehouse
3 74 (19.58%) Hadoop
4 43 (11.38%) SQL Server
5 42 (11.11%) Apache Hive
6 33 (8.73%) QlikView
7 25 (6.61%) HBase
7 25 (6.61%) MongoDB
8 23 (6.08%) NoSQL
9 22 (5.82%) Data Lake
10 19 (5.03%) BusinessObjects
11 17 (4.50%) Data Mining
11 17 (4.50%) Relational Database
12 14 (3.70%) SQL Server Analysis Services
12 14 (3.70%) SQL Server Reporting Services
13 13 (3.44%) Impala
13 13 (3.44%) Oracle Database
14 11 (2.91%) Power BI
15 10 (2.65%) HDInsight
15 10 (2.65%) RDBMS
Development Applications
1 13 (3.44%) ERwin
2 12 (3.17%) Jenkins
3 11 (2.91%) PowerDesigner
4 8 (2.12%) Talend Open Studio
5 4 (1.06%) Atlassian Bamboo
6 3 (0.79%) JIRA
7 2 (0.53%) Visual Studio
General
1 127 (33.60%) Finance
2 81 (21.43%) Banking
3 27 (7.14%) Investment Banking
4 20 (5.29%) Retail
5 18 (4.76%) Marketing
6 12 (3.17%) Legal
7 6 (1.59%) Law
8 5 (1.32%) Financial Institution
8 5 (1.32%) Publishing
9 3 (0.79%) Billing
9 3 (0.79%) Games
10 2 (0.53%) Advertising
10 2 (0.53%) Pharmaceutical
10 2 (0.53%) Retail Banking
10 2 (0.53%) Telecoms
11 1 (0.26%) Aerospace
11 1 (0.26%) Front Office
Job Titles
1 250 (66.14%) Architect
2 190 (50.26%) Data Architect
3 55 (14.55%) Solutions Architect
4 42 (11.11%) Analyst
5 31 (8.20%) Big Data Architect
6 29 (7.67%) Developer
7 26 (6.88%) Senior Architect
8 22 (5.82%) Business Intelligence Architect
9 21 (5.56%) Data Analyst
10 18 (4.76%) Business Analyst
11 17 (4.50%) Enterprise Architect
11 17 (4.50%) Enterprise Data Architect
11 17 (4.50%) Senior Data Architect
12 14 (3.70%) Hadoop Architect
13 12 (3.17%) Lead Data Architect
14 11 (2.91%) Data Warehouse Architect
14 11 (2.91%) Lead Architect
15 10 (2.65%) Data Engineer
16 9 (2.38%) Scala Developer
16 9 (2.38%) Systems Architect
Libraries, Frameworks & Software Standards
1 26 (6.88%) .NET
1 26 (6.88%) XML
2 25 (6.61%) REST
3 24 (6.35%) Web Services
4 13 (3.44%) Kafka
5 10 (2.65%) HTML
5 10 (2.65%) scikit-learn
5 10 (2.65%) SOAP
6 9 (2.38%) RESTful
6 9 (2.38%) XSD
7 8 (2.12%) Apache Avro
7 8 (2.12%) Oracle GoldenGate
8 6 (1.59%) HTML5
8 6 (1.59%) XML Schema
9 5 (1.32%) Middleware
10 4 (1.06%) J2EE
10 4 (1.06%) JSON
10 4 (1.06%) SparkR
11 3 (0.79%) Pandas
11 3 (0.79%) Velocity
Miscellaneous
1 44 (11.64%) Analytical Skills
2 33 (8.73%) Reference Data
3 32 (8.47%) Management Information System
4 26 (6.88%) Computer Science
5 22 (5.82%) Data Structures
6 18 (4.76%) Credit Risk
7 13 (3.44%) Market Risk
8 8 (2.12%) Grid Computing
9 7 (1.85%) Enterprise Software
9 7 (1.85%) Equities
9 7 (1.85%) User Experience
9 7 (1.85%) Virtual Team
10 6 (1.59%) Fixed Income
11 5 (1.32%) Algorithms
11 5 (1.32%) Foreign Exchange (FX)
12 4 (1.06%) Linked Data
12 4 (1.06%) Taxonomies
12 4 (1.06%) W3C
13 3 (0.79%) N-Tier
14 2 (0.53%) NHS
Operating Systems
1 14 (3.70%) Linux
2 10 (2.65%) Windows
3 9 (2.38%) Unix
4 2 (0.53%) Windows 7
4 2 (0.53%) Windows 8
4 2 (0.53%) Windows Server
4 2 (0.53%) Windows Server 2008
4 2 (0.53%) Windows Server 2012
5 1 (0.26%) AIX
5 1 (0.26%) Solaris
Processes & Methodologies
1 179 (47.35%) Data Modelling
2 95 (25.13%) Business Intelligence
3 94 (24.87%) Agile Software Development
4 92 (24.34%) Data Management
5 81 (21.43%) Analytics
6 65 (17.20%) Data Integration
7 62 (16.40%) ETL
7 62 (16.40%) TOGAF
8 56 (14.81%) Data Analysis
8 56 (14.81%) Data Governance
9 45 (11.90%) Stakeholder Management
10 39 (10.32%) Enterprise Architecture
11 38 (10.05%) Project Management
12 33 (8.73%) Logical Data Model
12 33 (8.73%) Migration
13 32 (8.47%) SOA
14 31 (8.20%) Master Data Management
14 31 (8.20%) Visualisation
15 27 (7.14%) Machine Learning
16 25 (6.61%) Open Source
Programming Languages
1 84 (22.22%) SQL
2 36 (9.52%) Java
2 36 (9.52%) Python
3 34 (8.99%) R
4 29 (7.67%) Scala
5 7 (1.85%) JavaScript
6 6 (1.59%) C#
6 6 (1.59%) Perl
6 6 (1.59%) Shell Script
6 6 (1.59%) T-SQL
7 4 (1.06%) SPARQL
7 4 (1.06%) VB.NET
8 3 (0.79%) C++
8 3 (0.79%) PowerShell
9 2 (0.53%) C
9 2 (0.53%) PL/SQL
9 2 (0.53%) XPath
10 1 (0.26%) MATLAB
10 1 (0.26%) PHP
10 1 (0.26%) VBA
Qualifications
1 31 (8.20%) Security Cleared
2 30 (7.94%) Degree
3 24 (6.35%) SC Cleared
4 8 (2.12%) Oracle Certification
5 7 (1.85%) PRINCE2 Certification
6 5 (1.32%) CLAS
6 5 (1.32%) CTC Cleared
7 4 (1.06%) PMP
8 3 (0.79%) DV Cleared
8 3 (0.79%) Six Sigma Black Belt
8 3 (0.79%) Six Sigma Green Belt
8 3 (0.79%) Six Sigma Yellow Belt
9 1 (0.26%) CISSP
9 1 (0.26%) ISEB
Quality Assurance & Compliance
1 50 (13.23%) Data Quality
2 16 (4.23%) MiFID
3 11 (2.91%) FATCA
3 11 (2.91%) ISO20022
4 8 (2.12%) QA
5 5 (1.32%) Solvency II
6 4 (1.06%) IFRS
6 4 (1.06%) IFRS 9
7 2 (0.53%) AIFMD
7 2 (0.53%) COBIT
7 2 (0.53%) EMIR
7 2 (0.53%) HL7
7 2 (0.53%) SEPA
7 2 (0.53%) SNOMED CT
8 1 (0.26%) GDPR
8 1 (0.26%) ISO/IEC 27001
8 1 (0.26%) PCI DSS
8 1 (0.26%) Sarbanes-Oxley
System Software
1 16 (4.23%) Docker
2 11 (2.91%) HDFS
3 9 (2.38%) Apache Flume
4 8 (2.12%) Corosync
4 8 (2.12%) Squid
5 3 (0.79%) vCloud
6 2 (0.53%) Btrfs
7 1 (0.26%) Active Directory
7 1 (0.26%) Hyper-V
7 1 (0.26%) XenApp
7 1 (0.26%) XenDesktop
7 1 (0.26%) XenServer
Systems Management
1 9 (2.38%) Puppet
2 8 (2.12%) Oozie
2 8 (2.12%) Pacemaker
3 4 (1.06%) MOM
4 3 (0.79%) vRealize
5 2 (0.53%) Ansible
5 2 (0.53%) Opscode Chef
6 1 (0.26%) Control-M
6 1 (0.26%) Hadoop YARN
6 1 (0.26%) Kibana
Vendors
1 46 (12.17%) Oracle
2 23 (6.08%) Tableau
3 22 (5.82%) Microsoft
4 18 (4.76%) Cloudera
5 16 (4.23%) Salesforce.com
6 15 (3.97%) IBM
7 11 (2.91%) Informatica
8 9 (2.38%) Teradata
9 8 (2.12%) Talend
10 7 (1.85%) Hortonworks
10 7 (1.85%) MapR
10 7 (1.85%) Nuix
10 7 (1.85%) Splunk
11 6 (1.59%) Cognos
12 4 (1.06%) Alteryx
12 4 (1.06%) GoldenSource
13 3 (0.79%) Salesforce Marketing Cloud
13 3 (0.79%) SAP
13 3 (0.79%) Sybase
13 3 (0.79%) Zuora
London
Square One Resources
Rate: Up to £750 per day
Posted: 5 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: 5 days ago