The table below looks at the statistics for Data Architecture skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Data Architecture over the 3 months to 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Data Architecture
Rank 221 226 252
Rank change year-on-year
+5 +26
Permanent jobs citing Data Architecture 37 80 117
As % of all permanent IT jobs located in the City of London 0.59% 0.77% 0.89%
As % of the Processes & Methodologies category 0.66% 0.88% 1.04%
Number of salaries quoted 30 68 85
Median salary £66,250 £67,500 £75,000
Median salary % change year-on-year
-1.85% -10.00%
90% offered a salary of more than £52,250 £45,000 £52,500
10% offered a salary of more than £80,250 £85,750 £90,000
UK excluding London median salary £57,500 £55,000 £55,000
% change year-on-year
+4.54% -
Data Architecture
London

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

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
5642 9090 11296
As % of all permanent IT jobs located in the City of London 89.66% 87.85% 85.99%
Number of salaries quoted 5146 7772 9386
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year
+4.34% -
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Architecture
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Data Architecture as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Architecture Jobs Demand Trend in the City of London

Data Architecture
Salary Trend in the City of London

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

Data Architecture Salary Trend in the City of London

Data Architecture
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Architecture across the City of London region over the 3 months to 25 June 2016.

Data Architecture Salary Histogram in the City of London

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

For the 6 months to 25 June 2016, IT 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 job ads across the City of London region with a requirement for Data Architecture.

1 64 (59.81%) Data Warehouse
2 61 (57.01%) Data Modelling
3 54 (50.47%) Business Intelligence
4 49 (45.79%) Data Management
5 45 (42.06%) SQL
6 43 (40.19%) Finance
7 37 (34.58%) Data Integration
8 36 (33.64%) Data Quality
9 34 (31.78%) Microsoft
10 32 (29.91%) Analytics
11 30 (28.04%) Agile Software Development
12 27 (25.23%) SOA
13 25 (23.36%) SQL Server
13 25 (23.36%) Analytical Skills
14 24 (22.43%) ETL
15 22 (20.56%) Oracle
16 20 (18.69%) .NET
16 20 (18.69%) Data Analysis
16 20 (18.69%) Data Mart
16 20 (18.69%) SDLC
17 19 (17.76%) SQL Server Integration Services
18 18 (16.82%) Banking
18 18 (16.82%) MS Excel
18 18 (16.82%) Project Management
18 18 (16.82%) Management Information System
19 17 (15.89%) Data Analytics
19 17 (15.89%) Tableau
19 17 (15.89%) Data Governance
20 16 (14.95%) Big Data
20 16 (14.95%) Stakeholder Management

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 16 (14.95%) SAS
2 13 (12.15%) SharePoint
3 5 (4.67%) FileNet
4 4 (3.74%) CMS
4 4 (3.74%) Kentico
5 3 (2.80%) Apache
5 3 (2.80%) Elasticsearch
6 1 (0.93%) Apache Pig
Applications
1 18 (16.82%) MS Excel
2 8 (7.48%) MS Project
3 6 (5.61%) MS Visio
4 2 (1.87%) MS Office
Business Applications
1 4 (3.74%) Dynamics CRM
2 3 (2.80%) Markit EDM
3 1 (0.93%) thinkFolio
Cloud Services
1 8 (7.48%) Amazon AWS
2 4 (3.74%) Cloud Computing
3 2 (1.87%) SaaS
Communications & Networking
1 4 (3.74%) DNS
1 4 (3.74%) Internet
1 4 (3.74%) Intranet
1 4 (3.74%) LAN
1 4 (3.74%) SAN
1 4 (3.74%) WAN
2 1 (0.93%) Firewall
2 1 (0.93%) PuTTY
2 1 (0.93%) SSH
2 1 (0.93%) Telnet
Database & Business Intelligence
1 64 (59.81%) Data Warehouse
2 25 (23.36%) SQL Server
3 20 (18.69%) Data Mart
4 19 (17.76%) SQL Server Integration Services
5 16 (14.95%) Big Data
6 13 (12.15%) Hadoop
7 12 (11.21%) SQL Server Reporting Services
8 10 (9.35%) Data Mining
8 10 (9.35%) Relational Database
9 8 (7.48%) Enterprise Data Warehouse
9 8 (7.48%) SAS EBI
9 8 (7.48%) SQL Server Analysis Services
10 7 (6.54%) Star Schema
11 6 (5.61%) Microsoft Analysis Services
11 6 (5.61%) MySQL
11 6 (5.61%) OLAP
11 6 (5.61%) QlikView
11 6 (5.61%) SQL Server 2008
12 5 (4.67%) BusinessObjects
12 5 (4.67%) RDBMS
Development Applications
1 4 (3.74%) JIRA
2 3 (2.80%) Team Foundation Server
3 2 (1.87%) Talend Open Studio
General
1 43 (40.19%) Finance
2 18 (16.82%) Banking
3 12 (11.21%) Legal
4 11 (10.28%) Back Office
5 7 (6.54%) Financial Institution
6 5 (4.67%) Law
7 4 (3.74%) Retail
8 3 (2.80%) Front Office
8 3 (2.80%) Marketing
8 3 (2.80%) Telecoms
9 2 (1.87%) Investment Banking
9 2 (1.87%) Manufacturing
10 1 (0.93%) Pharmaceutical
Job Titles
1 53 (49.53%) Architect
2 34 (31.78%) Data Architect
3 17 (15.89%) Enterprise Architect
4 13 (12.15%) Developer
5 10 (9.35%) Analyst
6 8 (7.48%) Administrator
6 8 (7.48%) SAS Administrator
7 7 (6.54%) Business Analyst
7 7 (6.54%) Enterprise Data Architect
8 6 (5.61%) Business Intelligence Analyst
8 6 (5.61%) Business Intelligence Business Analyst
8 6 (5.61%) Project Manager
9 5 (4.67%) Business Intelligence Lead
9 5 (4.67%) Data Business Analyst
9 5 (4.67%) Data Integration Architect
9 5 (4.67%) Senior SAS Administrator
9 5 (4.67%) SQL Analyst
9 5 (4.67%) SQL Data Analyst
9 5 (4.67%) UML Analyst
9 5 (4.67%) UML Business Analyst
Libraries, Frameworks & Software Standards
1 20 (18.69%) .NET
2 9 (8.41%) CSS
2 9 (8.41%) HTML
2 9 (8.41%) MDX
3 7 (6.54%) jQuery
3 7 (6.54%) JSON
4 5 (4.67%) .NET Framework
4 5 (4.67%) XML
5 4 (3.74%) Ajax
5 4 (3.74%) Entity Framework
5 4 (3.74%) WCF
6 3 (2.80%) Doctrine
6 3 (2.80%) LAMP
7 2 (1.87%) ASP.NET
7 2 (1.87%) CGI
8 1 (0.93%) J2EE
8 1 (0.93%) JMS
8 1 (0.93%) SOAP
8 1 (0.93%) Web Services
8 1 (0.93%) XSD
Miscellaneous
1 37 (34.58%) Data Integration
2 25 (23.36%) Analytical Skills
3 18 (16.82%) Management Information System
4 15 (14.02%) Data Structures
5 9 (8.41%) Visualisation
6 7 (6.54%) Computer Science
6 7 (6.54%) Data Centre
7 6 (5.61%) Virtual Team
8 3 (2.80%) Enterprise Software
8 3 (2.80%) Taxonomies
9 1 (0.93%) Data Protection Act
9 1 (0.93%) Derivative
9 1 (0.93%) Equity Derivative
9 1 (0.93%) Informatics
9 1 (0.93%) Life Science
9 1 (0.93%) Mathematics
9 1 (0.93%) Reinsurance
9 1 (0.93%) User Experience
Operating Systems
1 6 (5.61%) Linux
2 5 (4.67%) Windows
3 4 (3.74%) Unix
4 1 (0.93%) Windows 7
Processes & Methodologies
1 61 (57.01%) Data Modelling
2 54 (50.47%) Business Intelligence
3 49 (45.79%) Data Management
4 32 (29.91%) Analytics
5 30 (28.04%) Agile Software Development
6 27 (25.23%) SOA
7 24 (22.43%) ETL
8 20 (18.69%) Data Analysis
8 20 (18.69%) SDLC
9 18 (16.82%) Project Management
10 17 (15.89%) Data Analytics
10 17 (15.89%) Data Governance
11 16 (14.95%) Stakeholder Management
12 14 (13.08%) Scrum
12 14 (13.08%) User Acceptance Testing
13 13 (12.15%) Enterprise Architecture
14 12 (11.21%) Kimball Methodology
15 11 (10.28%) Master Data Management
15 11 (10.28%) TOGAF
16 10 (9.35%) Information Management
Programming Languages
1 45 (42.06%) SQL
2 14 (13.08%) Java
3 12 (11.21%) T-SQL
4 11 (10.28%) C
5 7 (6.54%) C#
5 7 (6.54%) JavaScript
6 4 (3.74%) R
7 3 (2.80%) Data Analysis Expressions (DAX)
7 3 (2.80%) PHP
8 2 (1.87%) Python
8 2 (1.87%) Scala
9 1 (0.93%) COBOL
9 1 (0.93%) MATLAB
9 1 (0.93%) Perl
9 1 (0.93%) Ruby
9 1 (0.93%) VB
9 1 (0.93%) VB.NET
9 1 (0.93%) VB6
Qualifications
1 14 (13.08%) Degree
2 8 (7.48%) SAS Certification
3 4 (3.74%) PRINCE2 Certification
4 1 (0.93%) CISA
4 1 (0.93%) CISM
4 1 (0.93%) CISSP
4 1 (0.93%) DV Cleared
4 1 (0.93%) ISTQB
4 1 (0.93%) SC Cleared
4 1 (0.93%) Security Cleared
Quality Assurance & Compliance
1 36 (33.64%) Data Quality
2 12 (11.21%) QA
Vendors
1 34 (31.78%) Microsoft
2 22 (20.56%) Oracle
3 17 (15.89%) Tableau
4 9 (8.41%) Informatica
5 5 (4.67%) IBM
5 5 (4.67%) Teradata
6 4 (3.74%) Ab Initio
6 4 (3.74%) ServiceNow
7 3 (2.80%) DataFlux
7 3 (2.80%) Zend
8 2 (1.87%) Alteryx
8 2 (1.87%) Cognos
8 2 (1.87%) MapR
8 2 (1.87%) Netezza
8 2 (1.87%) SAP
8 2 (1.87%) Talend
8 2 (1.87%) Trillium
9 1 (0.93%) Hyperion
9 1 (0.93%) MuleSoft
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