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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Data Architecture
Rank 200 224 243
Rank change year-on-year
+24 +19
Permanent jobs citing Data Architecture 36 37 89
As % of all permanent IT jobs located in the City of London 0.67% 0.54% 0.80%
As % of the Processes & Methodologies category 0.77% 0.61% 0.94%
Number of salaries quoted 35 33 77
Median salary £75,000 £72,500 £65,000
Median salary % change year-on-year
+3.44% +11.53%
90% offered a salary of more than £48,500 £50,000 £49,500
10% offered a salary of more than £112,500 £92,200 £90,000
UK excluding London median salary £61,000 £61,500 £55,000
% change year-on-year
-0.81% +11.81%
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
4688 6017 9420
As % of all permanent IT jobs located in the City of London 86.85% 88.21% 84.60%
Number of salaries quoted 4251 5318 8126
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,000 £40,000 £39,000
10% offered a salary of more than £87,500 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 5 December 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 5 December 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 40 (51.28%) ETL
2 36 (46.15%) Data Modelling
3 34 (43.59%) Business Intelligence
4 32 (41.03%) SQL
5 30 (38.46%) Data Warehouse
6 29 (37.18%) Analytics
7 26 (33.33%) Oracle
8 22 (28.21%) SQL Server
8 22 (28.21%) Data Management
8 22 (28.21%) Analytical Skills
9 20 (25.64%) Big Data
10 19 (24.36%) Finance
11 18 (23.08%) SQL Server Integration Services
12 17 (21.79%) Data Governance
13 15 (19.23%) Tableau
13 15 (19.23%) Agile Software Development
14 14 (17.95%) Microsoft
14 14 (17.95%) Hadoop
15 13 (16.67%) Degree
16 12 (15.38%) SQL Server Reporting Services
16 12 (15.38%) Informatica
16 12 (15.38%) Data Integration
16 12 (15.38%) Computer Science
16 12 (15.38%) Data Quality
17 11 (14.10%) Open Source
17 11 (14.10%) Information Architecture
17 11 (14.10%) Mentoring
17 11 (14.10%) PhD
17 11 (14.10%) Marketing
18 10 (12.82%) Banking

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 5 (6.41%) SAS
2 4 (5.13%) Apache Pig
2 4 (5.13%) Apache Spark
3 1 (1.28%) Confluence
3 1 (1.28%) Elasticsearch
3 1 (1.28%) FileNet
Applications
1 2 (2.56%) Gephi
1 2 (2.56%) MS Excel
Business Applications
1 3 (3.85%) Markit EDM
2 1 (1.28%) Oracle Retail
Cloud Services
1 7 (8.97%) SaaS
2 6 (7.69%) Yammer
3 5 (6.41%) Amazon AWS
4 1 (1.28%) Google Cloud Platform
Communications & Networking
1 1 (1.28%) LAN
1 1 (1.28%) WAN
Database & Business Intelligence
1 30 (38.46%) Data Warehouse
2 22 (28.21%) SQL Server
3 20 (25.64%) Big Data
4 18 (23.08%) SQL Server Integration Services
5 14 (17.95%) Hadoop
6 12 (15.38%) SQL Server Reporting Services
7 10 (12.82%) Apache Hive
8 9 (11.54%) NoSQL
8 9 (11.54%) RDBMS
8 9 (11.54%) Relational Database
8 9 (11.54%) Sqoop
9 7 (8.97%) QlikView
9 7 (8.97%) SQL Server Analysis Services
10 6 (7.69%) OLAP
10 6 (7.69%) Oracle OLAP
10 6 (7.69%) PowerCenter
11 5 (6.41%) MySQL
12 4 (5.13%) BusinessObjects
12 4 (5.13%) HAWQ
12 4 (5.13%) MongoDB
Development Applications
1 5 (6.41%) ERwin
2 2 (2.56%) JIRA
2 2 (2.56%) Team Foundation Server
General
1 19 (24.36%) Finance
2 11 (14.10%) Marketing
3 10 (12.82%) Advertising
3 10 (12.82%) Banking
4 6 (7.69%) Back Office
4 6 (7.69%) Investment Banking
5 4 (5.13%) Retail
6 2 (2.56%) Corporate Banking
6 2 (2.56%) Front Office
6 2 (2.56%) Legal
7 1 (1.28%) Manufacturing
7 1 (1.28%) Telecoms
Job Titles
1 38 (48.72%) Architect
2 28 (35.90%) Data Architect
3 17 (21.79%) Developer
4 9 (11.54%) SQL Developer
5 7 (8.97%) Business Intelligence Developer
5 7 (8.97%) Enterprise Data Architect
6 6 (7.69%) Informatica Developer
6 6 (7.69%) Platform Architect
6 6 (7.69%) SQL Server Architect
7 5 (6.41%) Enterprise Architect
7 5 (6.41%) Oracle Developer
7 5 (6.41%) PL/SQL Developer
7 5 (6.41%) Solutions Architect
8 4 (5.13%) Analyst
8 4 (5.13%) Big Data Engineer
8 4 (5.13%) Business Developer
8 4 (5.13%) Consultant
8 4 (5.13%) Data Engineer
8 4 (5.13%) Lead Data Architect
8 4 (5.13%) Senior Architect
Libraries, Frameworks & Software Standards
1 5 (6.41%) Kafka
2 4 (5.13%) Web Services
3 3 (3.85%) .NET
3 3 (3.85%) MDX
3 3 (3.85%) XML
4 2 (2.56%) D3.js
4 2 (2.56%) RabbitMQ
5 1 (1.28%) .NET Framework
5 1 (1.28%) JSON
5 1 (1.28%) Natural Language Processing
5 1 (1.28%) REST
5 1 (1.28%) SOAP
5 1 (1.28%) WSDL
5 1 (1.28%) XSD
Miscellaneous
1 22 (28.21%) Analytical Skills
2 12 (15.38%) Computer Science
2 12 (15.38%) Data Integration
3 9 (11.54%) Visualisation
4 6 (7.69%) Management Information System
4 6 (7.69%) User Experience
5 4 (5.13%) Credit Risk
5 4 (5.13%) Data Structures
6 2 (2.56%) Derivative
6 2 (2.56%) Fixed Income
6 2 (2.56%) Neural Network
7 1 (1.28%) Algorithms
7 1 (1.28%) Equity Derivative
7 1 (1.28%) Linked Data
7 1 (1.28%) Reinsurance
7 1 (1.28%) Taxonomies
Operating Systems
1 3 (3.85%) Linux
Processes & Methodologies
1 40 (51.28%) ETL
2 36 (46.15%) Data Modelling
3 34 (43.59%) Business Intelligence
4 29 (37.18%) Analytics
5 22 (28.21%) Data Management
6 17 (21.79%) Data Governance
7 15 (19.23%) Agile Software Development
8 11 (14.10%) Information Architecture
8 11 (14.10%) Mentoring
8 11 (14.10%) Open Source
9 10 (12.82%) Data Analytics
10 9 (11.54%) Enterprise Architecture
10 9 (11.54%) Logical Data Model
10 9 (11.54%) Master Data Management
11 8 (10.26%) SDLC
11 8 (10.26%) Stakeholder Management
11 8 (10.26%) UML
11 8 (10.26%) Waterfall
12 7 (8.97%) Performance Tuning
12 7 (8.97%) Software Delivery
Programming Languages
1 32 (41.03%) SQL
2 9 (11.54%) T-SQL
3 6 (7.69%) C
3 6 (7.69%) Java
3 6 (7.69%) Python
4 5 (6.41%) PL/SQL
5 3 (3.85%) C#
5 3 (3.85%) R
6 2 (2.56%) JavaScript
7 1 (1.28%) Scala
Qualifications
1 13 (16.67%) Degree
2 11 (14.10%) PhD
3 10 (12.82%) Postgraduate
Quality Assurance & Compliance
1 12 (15.38%) Data Quality
2 3 (3.85%) QA
System Software
1 7 (8.97%) Apache Flume
1 7 (8.97%) HDFS
Vendors
1 26 (33.33%) Oracle
2 15 (19.23%) Tableau
3 14 (17.95%) Microsoft
4 12 (15.38%) Informatica
5 5 (6.41%) Ab Initio
5 5 (6.41%) IBM
5 5 (6.41%) Teradata
6 4 (5.13%) Cognos
7 3 (3.85%) CA
7 3 (3.85%) MapR
7 3 (3.85%) SAP
8 2 (2.56%) MicroStrategy
9 1 (1.28%) Cloudera
9 1 (1.28%) Google
9 1 (1.28%) Hortonworks
9 1 (1.28%) Splunk
City, London
Sopra Steria Recruitment
Salary: From £65,000 to £65,000 per annum
Posted: 5 hours ago
City, London
Michael Page International
Salary: £50000 - £55000 per annum + benefits
Posted: 2 days ago
City, London
JM
Salary: £100000 - £120000 per annum + plus benefits and bonus package
Posted: 2 days ago
City, London
JM
Salary: £100000 - £125000 per annum + Competitive Benefits/Bonus Package
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £80,000
Posted: 3 days ago
City of London
TDA Group
Salary: £85000 - £100000 per annum + Bonus
Posted: 20 days ago