The table below looks at the statistics for Data Architecture skills in IT contracts advertised for the City of London region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Architecture over the 3 months to 24 August 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
24 Aug 2016
Same period 2015 Same period 2014
Data Architecture
Rank 146 171 149
Rank change year-on-year
+25 -22
Contract jobs citing Data Architecture 27 34 51
As % of all contract IT jobs located in the City of London 0.77% 0.62% 0.88%
As % of the Processes & Methodologies category 0.89% 0.75% 1.10%
Number of daily rates quoted 23 25 44
Median daily rate £525 £575 £550
Median daily rate % change year-on-year
-8.69% +4.54%
90% offered a daily rate of more than £263 £425 £350
10% offered a daily rate of more than £790 £640 £700
UK excluding London median daily rate £500 £500 £475
% change year-on-year
- +5.26%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £37.50 -
Data Architecture
London

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

Processes & Methodologies Category
City of London
Contract IT job ads with a match in the
Processes & Methodologies category
3038 4525 4621
As % of all contract IT jobs located in the City of London 86.18% 81.90% 79.82%
Number of daily rates quoted 2436 3573 3439
Median daily rate £475 £473 £450
Median daily rate % change year-on-year
+0.52% +5.00%
90% offered a daily rate of more than £350 £325 £313
10% offered a daily rate of more than £625 £625 £625
UK excluding London median daily rate £400 £395 £375
% change year-on-year
+1.26% +5.33%
Number of hourly rates quoted 17 42 47
Median hourly rate £16.08 £21.50 £22.00
Median hourly rate % change year-on-year
-25.19% -2.27%
90% offered a hourly rate of more than £12.50 £13.00 £16.10
10% offered a hourly rate of more than £49.75 £40.00 £36.50
UK excluding London median hourly rate £30.50 £32.50 £25.75
% change year-on-year
-6.15% +26.21%

Data Architecture
Jobs Demand Trend in the City of London

The demand trend of contract jobs across the City of 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 the City of London

Data Architecture
Daily Rate Trend in the City of London

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

Data Architecture Daily Rate Trend in the City of London

Data Architecture
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Architecture across the City of London region over the 3 months to 24 August 2016.

Data Architecture Daily Rate Histogram in the City of London

Data Architecture
Hourly Rate Trend in the City of London

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

Data Architecture Hourly Rate Trend in the City of London

Data Architecture
Top 30 Related IT Skills in the City of London

For the 6 months to 24 August 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 City of London region with a requirement for Data Architecture.

1 16 (41.03%) Data Modelling
2 15 (38.46%) SQL
3 14 (35.90%) Business Intelligence
4 13 (33.33%) Finance
4 13 (33.33%) Data Management
5 11 (28.21%) Analytics
6 9 (23.08%) Master Data Management
6 9 (23.08%) Agile Software Development
6 9 (23.08%) Data Warehouse
7 7 (17.95%) Data Governance
7 7 (17.95%) Data Quality
8 6 (15.38%) Data Migration
8 6 (15.38%) Analytical Skills
8 6 (15.38%) Migration
8 6 (15.38%) ETL
8 6 (15.38%) Marketing
9 5 (12.82%) Data Integration
9 5 (12.82%) Data Analysis
9 5 (12.82%) CRM
9 5 (12.82%) SQL Server
9 5 (12.82%) XML
10 4 (10.26%) Project Management
10 4 (10.26%) Microsoft
10 4 (10.26%) Management Information System
10 4 (10.26%) E-Commerce
10 4 (10.26%) Business Analysis
10 4 (10.26%) Software Engineering
10 4 (10.26%) Retail
10 4 (10.26%) QA
10 4 (10.26%) Data Transformation

Data Architecture
Top Related IT Skills in the City of 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 1 (2.56%) Apache Spark
1 1 (2.56%) SAS
Applications
1 1 (2.56%) MS Excel
1 1 (2.56%) MS PowerPoint
Business Applications
1 2 (5.13%) Oracle EBS
Cloud Services
1 1 (2.56%) SuccessFactors
Communications & Networking
1 3 (7.69%) SMS
2 2 (5.13%) Intranet
3 1 (2.56%) LDAP
Database & Business Intelligence
1 9 (23.08%) Data Warehouse
2 5 (12.82%) SQL Server
3 4 (10.26%) Big Data
4 3 (7.69%) Data Mining
5 2 (5.13%) Enterprise Data Warehouse
5 2 (5.13%) NoSQL
5 2 (5.13%) Oracle BI EE
5 2 (5.13%) Oracle Database
5 2 (5.13%) Oracle Database 11g
5 2 (5.13%) Oracle Database 12c
5 2 (5.13%) Oracle ODI
5 2 (5.13%) PostgreSQL
6 1 (2.56%) DB2
6 1 (2.56%) Hadoop
6 1 (2.56%) IBM InfoSphere
6 1 (2.56%) OLAP Cube
6 1 (2.56%) Qlik Sense
6 1 (2.56%) QlikView
6 1 (2.56%) Relational Database
6 1 (2.56%) SQL Server Analysis Services
Development Applications
1 2 (5.13%) ERwin
2 1 (2.56%) Talend Open Studio
General
1 13 (33.33%) Finance
2 6 (15.38%) Marketing
3 4 (10.26%) Retail
4 3 (7.69%) Legal
5 2 (5.13%) Banking
5 2 (5.13%) Financial Institution
6 1 (2.56%) Advertising
6 1 (2.56%) Investment Banking
6 1 (2.56%) Law
6 1 (2.56%) Pharmaceutical
6 1 (2.56%) Telecoms
Job Titles
1 21 (53.85%) Architect
2 15 (38.46%) Data Architect
3 7 (17.95%) Analyst
4 5 (12.82%) Developer
5 4 (10.26%) Data Analyst
5 4 (10.26%) Solutions Architect
6 2 (5.13%) Business Analyst
6 2 (5.13%) CRM Specialist
6 2 (5.13%) Senior Architect
6 2 (5.13%) Software Architect
7 1 (2.56%) Asset Management Analyst
7 1 (2.56%) Development Engineer
7 1 (2.56%) E-Commerce Architect
7 1 (2.56%) E-Commerce Solution Architect
7 1 (2.56%) Migration Analyst
7 1 (2.56%) NoSQL Architect
7 1 (2.56%) Sales Engineer
7 1 (2.56%) Senior Development Engineer
7 1 (2.56%) SQL Analyst
7 1 (2.56%) SQL BI Architect
Libraries, Frameworks & Software Standards
1 5 (12.82%) XML
2 3 (7.69%) .NET
2 3 (7.69%) HTML
2 3 (7.69%) Web Services
3 1 (2.56%) ASP.NET
3 1 (2.56%) EDI
3 1 (2.56%) Pandas
3 1 (2.56%) scikit-learn
Miscellaneous
1 6 (15.38%) Analytical Skills
2 5 (12.82%) Data Integration
3 4 (10.26%) Management Information System
4 3 (7.69%) Data Structures
5 2 (5.13%) Algorithms
5 2 (5.13%) Enterprise Software
5 2 (5.13%) Equities
5 2 (5.13%) Fixed Income
5 2 (5.13%) Reference Data
5 2 (5.13%) Reinsurance
5 2 (5.13%) Statistics
6 1 (2.56%) AS400
6 1 (2.56%) Computer Science
6 1 (2.56%) Data Conversion
6 1 (2.56%) Data Extraction
6 1 (2.56%) EPoS
6 1 (2.56%) Informatics
6 1 (2.56%) iSeries
6 1 (2.56%) Market Risk
6 1 (2.56%) Taxonomies
Operating Systems
1 1 (2.56%) AIX
1 1 (2.56%) Unix
Processes & Methodologies
1 16 (41.03%) Data Modelling
2 14 (35.90%) Business Intelligence
3 13 (33.33%) Data Management
4 11 (28.21%) Analytics
5 9 (23.08%) Agile Software Development
5 9 (23.08%) Master Data Management
6 7 (17.95%) Data Governance
7 6 (15.38%) Data Migration
7 6 (15.38%) ETL
7 6 (15.38%) Migration
8 5 (12.82%) CRM
8 5 (12.82%) Data Analysis
9 4 (10.26%) Business Analysis
9 4 (10.26%) Data Transformation
9 4 (10.26%) E-Commerce
9 4 (10.26%) Project Management
9 4 (10.26%) Software Engineering
10 3 (7.69%) Data Analytics
10 3 (7.69%) SDLC
10 3 (7.69%) User Stories
Programming Languages
1 15 (38.46%) SQL
2 3 (7.69%) Java
2 3 (7.69%) JavaScript
2 3 (7.69%) R
2 3 (7.69%) T-SQL
3 2 (5.13%) PL/SQL
3 2 (5.13%) Python
4 1 (2.56%) Scala
Qualifications
1 3 (7.69%) SC Cleared
1 3 (7.69%) Security Cleared
2 2 (5.13%) Degree
Quality Assurance & Compliance
1 7 (17.95%) Data Quality
2 4 (10.26%) QA
2 4 (10.26%) Solvency II
3 2 (5.13%) MiFID
System Software
1 1 (2.56%) Docker
Systems Management
1 1 (2.56%) Opscode Chef
Vendors
1 4 (10.26%) Microsoft
2 3 (7.69%) Salesforce Marketing Cloud
2 3 (7.69%) Salesforce.com
3 2 (5.13%) Informatica
3 2 (5.13%) MicroStrategy
3 2 (5.13%) Oracle
4 1 (2.56%) Cognos
4 1 (2.56%) DoubleClick
4 1 (2.56%) IBM
4 1 (2.56%) Tableau
4 1 (2.56%) Talend
City, London
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