The table below looks at the statistics for Data Architecture skills in IT jobs advertised for the 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 385 338 340
Rank change year-on-year
-47 +2
Permanent jobs citing Data Architecture 260 376 426
As % of all permanent IT jobs located in London 0.66% 0.84% 0.85%
As % of the Processes & Methodologies category 0.74% 0.96% 0.97%
Number of salaries quoted 203 295 341
Median salary £72,500 £75,000 £70,000
Median salary % change year-on-year
-3.33% +7.14%
90% offered a salary of more than £52,500 £55,000 £52,500
10% offered a salary of more than £105,000 £87,500 £100,000
UK excluding London median salary £57,500 £55,000 £55,000
% change year-on-year
+4.54% -
Data Architecture
England

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

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
35334 39207 43982
As % of all permanent IT jobs located in London 89.62% 87.74% 87.28%
Number of salaries quoted 30608 32904 36456
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 London

The demand trend of job ads across the 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 London

Data Architecture
Salary Trend in London

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

Data Architecture Salary Trend in London

Data Architecture
Salary Histogram in London

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

Data Architecture Salary Histogram in London

Data Architecture
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the London region over the 3 months to 25 June 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +5 37 £66,250 -1.85% 5
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in 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 London region with a requirement for Data Architecture.

1 328 (51.41%) Data Warehouse
2 295 (46.24%) Business Intelligence
3 276 (43.26%) Data Modelling
4 238 (37.30%) ETL
5 236 (36.99%) Finance
6 226 (35.42%) Data Management
7 220 (34.48%) Analytics
8 204 (31.97%) SQL
9 195 (30.56%) Big Data
10 150 (23.51%) SQL Server
11 148 (23.20%) Data Quality
12 144 (22.57%) Analytical Skills
13 142 (22.26%) Oracle
14 139 (21.79%) Agile Software Development
15 137 (21.47%) Data Integration
16 136 (21.32%) Hadoop
17 125 (19.59%) Data Analytics
18 120 (18.81%) Data Governance
19 111 (17.40%) Microsoft
19 111 (17.40%) SOA
20 98 (15.36%) Stakeholder Management
21 90 (14.11%) Degree
22 88 (13.79%) Management Information System
23 85 (13.32%) SDLC
24 83 (13.01%) Tableau
25 82 (12.85%) Data Analysis
26 80 (12.54%) SQL Server Integration Services
27 78 (12.23%) Java
28 77 (12.07%) SAS
28 77 (12.07%) Enterprise Architecture

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 77 (12.07%) SAS
2 46 (7.21%) Apache Spark
3 28 (4.39%) SharePoint
4 18 (2.82%) Apache
5 12 (1.88%) Apache Pig
6 11 (1.72%) CMS
6 11 (1.72%) Elasticsearch
7 5 (0.78%) FileNet
8 4 (0.63%) Kentico
9 3 (0.47%) Adobe Experience Manager
10 2 (0.31%) Documentum
11 1 (0.16%) Apache Solr
Applications
1 40 (6.27%) MS Excel
2 12 (1.88%) MS Visio
3 11 (1.72%) MS Office
4 8 (1.25%) MS Project
5 1 (0.16%) SPSS
Business Applications
1 11 (1.72%) Markit EDM
2 9 (1.41%) Oracle EBS
2 9 (1.41%) SAP Oil and Gas
3 4 (0.63%) Dynamics CRM
3 4 (0.63%) Maximo
4 3 (0.47%) thinkFolio
5 2 (0.31%) Eagle PACE
5 2 (0.31%) Oracle FAH
5 2 (0.31%) SAP Bank Analyzer
6 1 (0.16%) Unica
6 1 (0.16%) WebTrends
Cloud Services
1 39 (6.11%) Amazon AWS
2 20 (3.13%) Cloud Computing
3 6 (0.94%) SaaS
4 3 (0.47%) IaaS
4 3 (0.47%) PaaS
5 2 (0.31%) Amazon EC2
5 2 (0.31%) Microsoft Azure
6 1 (0.16%) Adobe Analytics
6 1 (0.16%) Google Analytics
6 1 (0.16%) Google Cloud Platform
6 1 (0.16%) iPaaS
Communications & Networking
1 4 (0.63%) Broadband
1 4 (0.63%) DNS
1 4 (0.63%) Internet
1 4 (0.63%) Intranet
1 4 (0.63%) LAN
1 4 (0.63%) SAN
1 4 (0.63%) WAN
2 1 (0.16%) Firewall
2 1 (0.16%) PuTTY
2 1 (0.16%) SSH
2 1 (0.16%) Telnet
Database & Business Intelligence
1 328 (51.41%) Data Warehouse
2 195 (30.56%) Big Data
3 150 (23.51%) SQL Server
4 136 (21.32%) Hadoop
5 80 (12.54%) SQL Server Integration Services
6 63 (9.87%) BusinessObjects
6 63 (9.87%) SQL Server Reporting Services
7 61 (9.56%) Relational Database
8 50 (7.84%) Data Mart
8 50 (7.84%) NoSQL
9 45 (7.05%) Enterprise Data Warehouse
10 39 (6.11%) QlikView
10 39 (6.11%) RDBMS
11 37 (5.80%) Apache Hive
11 37 (5.80%) SQL Server 2008
12 31 (4.86%) Data Mining
13 28 (4.39%) MySQL
14 27 (4.23%) Oracle BI EE
15 24 (3.76%) OLAP
15 24 (3.76%) SQL Server Analysis Services
Development Applications
1 26 (4.08%) ERwin
2 15 (2.35%) Talend Open Studio
3 10 (1.57%) PowerDesigner
4 5 (0.78%) Team Foundation Server
5 4 (0.63%) Jenkins
5 4 (0.63%) JIRA
6 3 (0.47%) Visual Studio
7 2 (0.31%) Git (software)
7 2 (0.31%) SQL Server Management Studio (SSMS)
8 1 (0.16%) Atlassian Bamboo
8 1 (0.16%) Cucumber
8 1 (0.16%) Gradle
8 1 (0.16%) JUnit
8 1 (0.16%) Maven
8 1 (0.16%) Mockito
8 1 (0.16%) Subversion
8 1 (0.16%) TestNG
8 1 (0.16%) Travis CI
General
1 236 (36.99%) Finance
2 68 (10.66%) Banking
3 45 (7.05%) Telecoms
4 44 (6.90%) Retail
5 41 (6.43%) Manufacturing
6 38 (5.96%) Marketing
7 26 (4.08%) Back Office
8 24 (3.76%) Legal
9 16 (2.51%) Pharmaceutical
10 15 (2.35%) Front Office
11 12 (1.88%) Investment Banking
11 12 (1.88%) Law
12 10 (1.57%) Financial Institution
13 9 (1.41%) Electronics
14 7 (1.10%) Advertising
14 7 (1.10%) Automotive
15 5 (0.78%) Games
16 2 (0.31%) Military
17 1 (0.16%) Publishing
17 1 (0.16%) Retail Banking
Job Titles
1 280 (43.89%) Architect
2 203 (31.82%) Data Architect
3 113 (17.71%) Developer
4 50 (7.84%) Enterprise Architect
5 48 (7.52%) Analyst
6 47 (7.37%) Consultant
7 39 (6.11%) Senior Developer
8 38 (5.96%) Solutions Architect
9 35 (5.49%) Big Data Architect
10 32 (5.02%) Data Consultant
11 31 (4.86%) Enterprise Data Architect
12 28 (4.39%) Big Data Developer
13 27 (4.23%) Senior Architect
14 26 (4.08%) Java Developer
15 24 (3.76%) Business Analyst
16 23 (3.61%) Data Engineer
16 23 (3.61%) SQL Developer
17 22 (3.45%) Business Intelligence Analyst
17 22 (3.45%) SSIS Developer
18 21 (3.29%) Business Intelligence Architect
Libraries, Frameworks & Software Standards
1 56 (8.78%) .NET
2 49 (7.68%) Web Services
3 44 (6.90%) HTML
4 41 (6.43%) CSS
5 29 (4.55%) MDX
6 27 (4.23%) JMS
7 25 (3.92%) Spring
8 24 (3.76%) .NET Framework
9 22 (3.45%) RESTful
10 21 (3.29%) ASP.NET
10 21 (3.29%) REST
10 21 (3.29%) SOAP
11 19 (2.98%) ActiveMQ
12 15 (2.35%) XML
13 14 (2.19%) JSON
14 13 (2.04%) jQuery
15 11 (1.72%) Middleware
16 10 (1.57%) Velocity
16 10 (1.57%) XBRL
17 9 (1.41%) LAMP
Miscellaneous
1 144 (22.57%) Analytical Skills
2 137 (21.47%) Data Integration
3 88 (13.79%) Management Information System
4 77 (12.07%) Computer Science
5 69 (10.82%) Data Structures
6 36 (5.64%) Visualisation
7 27 (4.23%) Algorithms
8 21 (3.29%) Data Centre
9 18 (2.82%) Taxonomies
10 16 (2.51%) Fixed Income
11 15 (2.35%) Replication
12 13 (2.04%) Enterprise Software
13 10 (1.57%) Derivative
13 10 (1.57%) Virtual Team
14 9 (1.41%) Equities
14 9 (1.41%) Wiki
15 8 (1.25%) Mathematics
16 6 (0.94%) Equity Derivative
16 6 (0.94%) Life Science
16 6 (0.94%) Statistics
Operating Systems
1 33 (5.17%) Linux
2 27 (4.23%) Unix
3 18 (2.82%) Windows
4 2 (0.31%) Windows 7
5 1 (0.16%) Windows Server 2008
5 1 (0.16%) Windows Server 2012
Processes & Methodologies
1 295 (46.24%) Business Intelligence
2 276 (43.26%) Data Modelling
3 238 (37.30%) ETL
4 226 (35.42%) Data Management
5 220 (34.48%) Analytics
6 139 (21.79%) Agile Software Development
7 125 (19.59%) Data Analytics
8 120 (18.81%) Data Governance
9 111 (17.40%) SOA
10 98 (15.36%) Stakeholder Management
11 85 (13.32%) SDLC
12 82 (12.85%) Data Analysis
13 77 (12.07%) Enterprise Architecture
14 68 (10.66%) Logical Data Model
15 66 (10.34%) UML
16 64 (10.03%) Master Data Management
16 64 (10.03%) Migration
16 64 (10.03%) TOGAF
17 60 (9.40%) Project Management
18 51 (7.99%) Data Migration
Programming Languages
1 204 (31.97%) SQL
2 78 (12.23%) Java
3 65 (10.19%) Python
4 51 (7.99%) T-SQL
5 36 (5.64%) C#
6 34 (5.33%) R
7 23 (3.61%) C
8 22 (3.45%) Groovy
8 22 (3.45%) JavaScript
8 22 (3.45%) Scala
9 20 (3.13%) VB.NET
10 16 (2.51%) Shell Script
11 14 (2.19%) PHP
12 12 (1.88%) PL/SQL
13 5 (0.78%) Clojure
13 5 (0.78%) Data Analysis Expressions (DAX)
13 5 (0.78%) Ruby
13 5 (0.78%) VB
14 4 (0.63%) MATLAB
14 4 (0.63%) Perl
Qualifications
1 90 (14.11%) Degree
2 17 (2.66%) SAS Certification
3 16 (2.51%) DV Cleared
3 16 (2.51%) Security Cleared
4 9 (1.41%) PRINCE2 Certification
5 5 (0.78%) PhD
5 5 (0.78%) PMI Certification
5 5 (0.78%) SC Cleared
6 3 (0.47%) PMP
7 1 (0.16%) CIMA
7 1 (0.16%) CISA
7 1 (0.16%) CISM
7 1 (0.16%) CISSP
7 1 (0.16%) ISTQB
7 1 (0.16%) MBA
Quality Assurance & Compliance
1 148 (23.20%) Data Quality
2 61 (9.56%) QA
3 2 (0.31%) SEPA
4 1 (0.16%) COBIT
4 1 (0.16%) EMIR
4 1 (0.16%) FATCA
4 1 (0.16%) MiFID
System Software
1 24 (3.76%) HDFS
2 3 (0.47%) Apache Flume
2 3 (0.47%) Oracle RAC
3 1 (0.16%) Apache ZooKeeper
Systems Management
1 4 (0.63%) Hadoop YARN
2 3 (0.47%) Oozie
3 2 (0.31%) Opscode Chef
3 2 (0.31%) Puppet
4 1 (0.16%) Kibana
4 1 (0.16%) Mesos
Vendors
1 142 (22.26%) Oracle
2 111 (17.40%) Microsoft
3 83 (13.01%) Tableau
4 61 (9.56%) Informatica
5 47 (7.37%) SAP
6 42 (6.58%) Teradata
7 36 (5.64%) Netezza
8 35 (5.49%) Ab Initio
9 31 (4.86%) IBM
10 28 (4.39%) Cloudera
11 17 (2.66%) Cognos
12 15 (2.35%) Talend
13 9 (1.41%) Zend
14 8 (1.25%) Reuters
15 7 (1.10%) MapR
15 7 (1.10%) Salesforce.com
16 6 (0.94%) Sybase
17 5 (0.78%) DataFlux
17 5 (0.78%) Hortonworks
18 4 (0.63%) Alteryx
London
Harvey Nash plc
Salary: £75000 - £80000 per annum + Bonus & Excellent Package
Posted: Yesterday
London
Eames Consulting
Salary: £80000 - £100000 per annum + bonus + benefits
Posted: Yesterday
London
Venturi
Salary: £60000.00 - £85000.00 per annum + Bonus and Benefits
Posted: Yesterday
London
Harvey Nash plc
Salary: £80000 - £90000 per annum
Posted: Yesterday
City, London
Client Server
Salary: £65k to £75k + bonus + benefits
Posted: 2 days ago
London
Harvey Nash plc
Salary: £80000 per annum
Posted: 3 days ago
West London
ARC IT Recruitment Ltd
Salary: £0.00 per annum
Posted: Yesterday
London
Shareforce Ltd - Icon Solutions (UK) Limited
Salary: Benefits +Bonus
Posted: 4 days ago
London
Client Server
Salary: £65k to £75k + bonus + benefits
Posted: 2 days ago
North London
Understanding Recruitment
Salary: £55000.00 - £65000.00 per annum + Execllent Benefits
Posted: 5 days ago
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £80,000
Posted: 4 days ago
South West London
Understanding Recruitment
Salary: £60000.00 - £70000 per annum + excellent bens
Posted: 5 days ago
London
Lawrence Harvey Enterprise
Salary: £80000 - £100000 per annum + bonus + extensive corp bens
Posted: 4 days ago
West London
The People Network
Salary: £60000 - £75000 per annum + Bonus, Pension, Health
Posted: 3 days ago
London
Interquest - Korus Group - Brighton
Salary: £80000 - £85000 per annum
Posted: 12 days ago
City, London
Big Wednesday Digital Ltd
Posted: 3 days ago
West London
Optima Connections
Salary: From £65,000 to £85,000 per annum + Bonus + Benefits
Posted: 5 days ago
South East London
Hitachi Consulting UK
Salary: From £60,000 to £80,000 per annum Incl Benefits + Bonus
Posted: 17 days ago
London
EY
Salary: Competitive
Posted: 10 days ago
London
Computer Futures
Salary: £60000 per annum + competitive
Posted: 9 days ago
London
EY
Salary: Competitive
Posted: 10 days ago
London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 15 days ago
London
EY
Salary: Competitive
Posted: 10 days ago