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 28 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Aug 2016
Same period 2015 Same period 2014
Data Architecture
Rank 337 361 379
Rank change year-on-year
+24 +18
Permanent jobs citing Data Architecture 312 335 313
As % of all permanent IT jobs located in London 0.81% 0.76% 0.66%
As % of the Processes & Methodologies category 0.90% 0.86% 0.76%
Number of salaries quoted 270 268 238
Median salary £80,000 £75,000 £70,000
Median salary % change year-on-year
+6.66% +7.14%
90% offered a salary of more than £55,000 £47,500 £50,000
10% offered a salary of more than £105,000 £91,500 £90,000
UK excluding London median salary £57,500 £57,500 £60,000
% change year-on-year
- -4.16%
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
34720 38836 40986
As % of all permanent IT jobs located in London 89.82% 88.26% 87.06%
Number of salaries quoted 30078 32731 33779
Median salary £60,000 £58,000 £55,000
Median salary % change year-on-year
+3.44% +5.45%
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £85,000 £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 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 28 August 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 28 August 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 +21 42 £81,250 +1.56% 4
Croydon - 4 - -
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in London

For the 6 months to 28 August 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.

1 259 (42.88%) Data Warehouse
2 253 (41.89%) Business Intelligence
3 251 (41.56%) Data Modelling
4 243 (40.23%) ETL
5 222 (36.75%) Finance
6 216 (35.76%) Analytics
7 213 (35.26%) Big Data
8 185 (30.63%) Data Management
9 179 (29.64%) SQL
10 159 (26.32%) Agile Software Development
11 136 (22.52%) Analytical Skills
12 135 (22.35%) Hadoop
13 128 (21.19%) Data Quality
14 119 (19.70%) SQL Server
15 116 (19.21%) Oracle
16 115 (19.04%) Data Integration
17 111 (18.38%) Data Analytics
18 105 (17.38%) Data Governance
19 101 (16.72%) Microsoft
20 96 (15.89%) Degree
21 93 (15.40%) SDLC
22 89 (14.74%) Tableau
23 79 (13.08%) Management Information System
23 79 (13.08%) Stakeholder Management
24 76 (12.58%) SOA
25 74 (12.25%) TOGAF
26 73 (12.09%) Computer Science
27 70 (11.59%) Java
28 66 (10.93%) Python
28 66 (10.93%) NoSQL

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 51 (8.44%) SAS
2 44 (7.28%) Apache Spark
3 26 (4.30%) Apache
4 25 (4.14%) SharePoint
5 20 (3.31%) Elasticsearch
6 8 (1.32%) Apache Pig
7 4 (0.66%) Adobe Experience Manager
7 4 (0.66%) CMS
8 3 (0.50%) Apache Solr
9 2 (0.33%) Confluence
9 2 (0.33%) Documentum
10 1 (0.17%) Alfresco
Applications
1 29 (4.80%) MS Excel
2 16 (2.65%) MS Office
3 12 (1.99%) MS Visio
4 5 (0.83%) MS PowerPoint
5 4 (0.66%) Gephi
5 4 (0.66%) MS Project
6 2 (0.33%) SPSS
7 1 (0.17%) Mathematica
Business Applications
1 18 (2.98%) Markit EDM
2 12 (1.99%) SAP MDM
3 9 (1.49%) SAP ECC
3 9 (1.49%) SAP ERP
3 9 (1.49%) SAP HR
3 9 (1.49%) SAP hybris
3 9 (1.49%) SAP Oil and Gas
4 8 (1.32%) Dynamics AX
4 8 (1.32%) Dynamics CRM
5 3 (0.50%) Maximo
5 3 (0.50%) Oracle EBS
6 1 (0.17%) IBM Operational Decision Manager
6 1 (0.17%) SAP BPC
6 1 (0.17%) SAP CRM
6 1 (0.17%) SAP SD
6 1 (0.17%) thinkFolio
6 1 (0.17%) Unica
6 1 (0.17%) WebTrends
Cloud Services
1 54 (8.94%) Amazon AWS
2 18 (2.98%) Cloud Computing
3 12 (1.99%) Microsoft Azure
4 9 (1.49%) Google Cloud Platform
4 9 (1.49%) iPaaS
5 6 (0.99%) SaaS
6 4 (0.66%) Amazon S3
7 3 (0.50%) Amazon EC2
7 3 (0.50%) Amazon EMR
8 1 (0.17%) Adobe Analytics
8 1 (0.17%) Amazon SQS
8 1 (0.17%) Google Analytics
8 1 (0.17%) IBM Cloud
8 1 (0.17%) Office 365
8 1 (0.17%) PaaS
8 1 (0.17%) SoftLayer
Communications & Networking
1 4 (0.66%) Broadband
2 3 (0.50%) Internet
3 1 (0.17%) CTI
3 1 (0.17%) PuTTY
3 1 (0.17%) SSH
3 1 (0.17%) Telnet
Database & Business Intelligence
1 259 (42.88%) Data Warehouse
2 213 (35.26%) Big Data
3 135 (22.35%) Hadoop
4 119 (19.70%) SQL Server
5 66 (10.93%) NoSQL
6 54 (8.94%) SQL Server Integration Services
7 52 (8.61%) BusinessObjects
8 48 (7.95%) SQL Server Reporting Services
9 43 (7.12%) Relational Database
10 37 (6.13%) QlikView
11 35 (5.79%) Apache Hive
12 34 (5.63%) MySQL
13 28 (4.64%) Amazon Redshift
14 26 (4.30%) OLAP
15 25 (4.14%) Enterprise Data Warehouse
15 25 (4.14%) RDBMS
16 24 (3.97%) Oracle BI EE
17 23 (3.81%) Star Schema
18 21 (3.48%) Data Mining
18 21 (3.48%) MongoDB
Development Applications
1 23 (3.81%) ERwin
2 9 (1.49%) PowerDesigner
3 8 (1.32%) JIRA
4 3 (0.50%) Subversion
4 3 (0.50%) Talend Open Studio
4 3 (0.50%) Team Foundation Server
5 2 (0.33%) Cucumber
5 2 (0.33%) Git (software)
5 2 (0.33%) JUnit
5 2 (0.33%) Mockito
5 2 (0.33%) SQL Server Management Studio (SSMS)
5 2 (0.33%) TestNG
5 2 (0.33%) Visual Studio
6 1 (0.17%) Eclipse
6 1 (0.17%) XMLSpy
General
1 222 (36.75%) Finance
2 61 (10.10%) Banking
2 61 (10.10%) Retail
3 42 (6.95%) Marketing
4 35 (5.79%) Telecoms
5 33 (5.46%) Manufacturing
6 30 (4.97%) Back Office
7 26 (4.30%) Legal
8 20 (3.31%) Front Office
9 19 (3.15%) Investment Banking
10 12 (1.99%) Pharmaceutical
11 11 (1.82%) Games
12 9 (1.49%) Electronics
13 7 (1.16%) Advertising
14 6 (0.99%) Law
14 6 (0.99%) Military
15 4 (0.66%) Publishing
16 3 (0.50%) Local Government
17 2 (0.33%) Corporate Banking
18 1 (0.17%) Retail Banking
Job Titles
1 283 (46.85%) Architect
2 214 (35.43%) Data Architect
3 104 (17.22%) Developer
4 59 (9.77%) Solutions Architect
5 45 (7.45%) Analyst
6 36 (5.96%) Senior Architect
7 33 (5.46%) Big Data Architect
8 31 (5.13%) Senior Developer
9 26 (4.30%) Enterprise Architect
10 24 (3.97%) Big Data Developer
10 24 (3.97%) Java Developer
11 23 (3.81%) SQL Developer
12 22 (3.64%) Business Analyst
12 22 (3.64%) Data Manager
13 21 (3.48%) Business Intelligence Analyst
13 21 (3.48%) Consultant
14 20 (3.31%) Head of Architecture
14 20 (3.31%) Head of Data Architecture
15 19 (3.15%) Enterprise Data Architect
15 19 (3.15%) ETL Architect
Libraries, Frameworks & Software Standards
1 30 (4.97%) HTML
2 29 (4.80%) CSS
2 29 (4.80%) MDX
3 28 (4.64%) Web Services
4 25 (4.14%) .NET
5 23 (3.81%) Spring
6 22 (3.64%) RESTful
7 16 (2.65%) XML
8 13 (2.15%) ASP.NET
8 13 (2.15%) Doctrine
8 13 (2.15%) JMS
8 13 (2.15%) jQuery
8 13 (2.15%) JSON
8 13 (2.15%) LAMP
8 13 (2.15%) REST
8 13 (2.15%) SOAP
9 12 (1.99%) .NET Framework
9 12 (1.99%) ActiveMQ
10 9 (1.49%) Oracle Fusion
11 8 (1.32%) Zend Framework
Miscellaneous
1 136 (22.52%) Analytical Skills
2 115 (19.04%) Data Integration
3 79 (13.08%) Management Information System
4 73 (12.09%) Computer Science
5 51 (8.44%) Visualisation
6 47 (7.78%) Data Structures
7 30 (4.97%) Algorithms
8 14 (2.32%) Fixed Income
9 13 (2.15%) Derivative
10 12 (1.99%) Enterprise Software
10 12 (1.99%) Taxonomies
11 10 (1.66%) User Experience
12 9 (1.49%) Reference Data
13 8 (1.32%) Data Centre
13 8 (1.32%) Equity Derivative
13 8 (1.32%) Ontologies
13 8 (1.32%) SWIFT
14 7 (1.16%) Mathematics
15 6 (0.99%) Statistics
15 6 (0.99%) Wiki
Operating Systems
1 22 (3.64%) Linux
2 11 (1.82%) Unix
3 8 (1.32%) Windows
4 3 (0.50%) Windows Server 2008
4 3 (0.50%) Windows Server 2012
Processes & Methodologies
1 253 (41.89%) Business Intelligence
2 251 (41.56%) Data Modelling
3 243 (40.23%) ETL
4 216 (35.76%) Analytics
5 185 (30.63%) Data Management
6 159 (26.32%) Agile Software Development
7 111 (18.38%) Data Analytics
8 105 (17.38%) Data Governance
9 93 (15.40%) SDLC
10 79 (13.08%) Stakeholder Management
11 76 (12.58%) SOA
12 74 (12.25%) TOGAF
13 61 (10.10%) Master Data Management
14 58 (9.60%) Data Analysis
15 57 (9.44%) Enterprise Architecture
16 54 (8.94%) UML
17 48 (7.95%) Information Architecture
18 47 (7.78%) Logical Data Model
18 47 (7.78%) Migration
19 45 (7.45%) CRM
Programming Languages
1 179 (29.64%) SQL
2 70 (11.59%) Java
3 66 (10.93%) Python
4 46 (7.62%) T-SQL
5 28 (4.64%) PHP
5 28 (4.64%) R
6 25 (4.14%) JavaScript
7 23 (3.81%) C#
8 21 (3.48%) Groovy
9 16 (2.65%) Scala
10 12 (1.99%) VB.NET
11 9 (1.49%) PL/SQL
12 5 (0.83%) C
12 5 (0.83%) Clojure
13 4 (0.66%) Ruby
13 4 (0.66%) Shell Script
13 4 (0.66%) VB
14 3 (0.50%) Data Analysis Expressions (DAX)
14 3 (0.50%) SPARQL
15 2 (0.33%) MATLAB
Qualifications
1 96 (15.89%) Degree
2 9 (1.49%) PRINCE2 Certification
3 7 (1.16%) DV Cleared
3 7 (1.16%) PMI Certification
3 7 (1.16%) Security Cleared
4 6 (0.99%) SAS Certification
5 5 (0.83%) CISA
5 5 (0.83%) CISM
5 5 (0.83%) CISSP
6 3 (0.50%) PhD
7 2 (0.33%) MBA
7 2 (0.33%) SC Cleared
8 1 (0.17%) CIMA
8 1 (0.17%) ISTQB
8 1 (0.17%) PMP
8 1 (0.17%) Postgraduate
Quality Assurance & Compliance
1 128 (21.19%) Data Quality
2 42 (6.95%) QA
3 2 (0.33%) SEPA
4 1 (0.17%) Actionable Recommendations
4 1 (0.17%) Basel III
4 1 (0.17%) Dodd-Frank
4 1 (0.17%) EMIR
4 1 (0.17%) FATCA
4 1 (0.17%) MiFID
4 1 (0.17%) SLA
System Software
1 22 (3.64%) HDFS
2 2 (0.33%) Apache Flume
2 2 (0.33%) Virtual Machines
3 1 (0.17%) Apache ZooKeeper
3 1 (0.17%) Oracle RAC
Systems Management
1 4 (0.66%) Hadoop YARN
2 3 (0.50%) Oozie
3 2 (0.33%) Opscode Chef
3 2 (0.33%) Puppet
4 1 (0.17%) Kibana
4 1 (0.17%) Mesos
Vendors
1 116 (19.21%) Oracle
2 101 (16.72%) Microsoft
3 89 (14.74%) Tableau
4 60 (9.93%) SAP
5 43 (7.12%) Informatica
6 35 (5.79%) Teradata
7 28 (4.64%) Cloudera
8 25 (4.14%) IBM
9 24 (3.97%) Ab Initio
9 24 (3.97%) Netezza
10 13 (2.15%) Salesforce.com
10 13 (2.15%) Zend
11 12 (1.99%) Google
12 11 (1.82%) Cognos
13 9 (1.49%) Actimize
13 9 (1.49%) hybris
14 8 (1.32%) Hortonworks
15 7 (1.16%) MapR
15 7 (1.16%) Vertica
16 5 (0.83%) Splunk
London
Harvey Nash plc
Salary: £80000 - £85000 per annum + Bonus & Excellent Package
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: Up to £95k
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £85,000 - £95,000
Posted: 3 days ago
London
Lawrence Harvey Enterprise
Salary: £50000.00 - £85000.00 per annum + bonus + benefits
Posted: 4 days ago
West London
Opus Resourcing Ltd
Salary: £65000 - £80000 per annum + Bens + Bonus to 20%
Posted: 4 days ago
London
Harrington Starr
Posted: 2 days ago
London
Opus Resourcing Ltd
Salary: £75000 - £90000 per annum + Bens + Bonus to 20%
Posted: 4 days ago
London
Cititec Associates Limited
Posted: 4 days ago
Central London / West End
Storm Global Analytics
Salary: Unspecified
Posted: 4 days ago
London
Coal IT Services
Salary: From £40,000 to £40,000 per annum + Package
Posted: 4 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 9 days ago
West London
Optima Connections
Salary: From £65,000 to £85,000 per annum + Bonus + Benefits
Posted: 5 days ago
London
Mason Frank International
Posted: 5 days ago
South West London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 4 days ago
London
People Source Consulting
Salary: £95000 - £110000 per annum + car allowance + bonus
Posted: 11 days ago
London
BAE Systems Applied Intelligence Ltd
Salary: Competitive + Benefits
Posted: 22 days ago
Sutton, London UK
Reed Business Information
Salary: Competitive Salary + bonus + benefits
Posted: 12 days ago
London
Lloyds Banking Group
Salary: £66900 - £89200 per annum
Posted: 23 days ago
London
Client Server
Salary: £95k to £120k + bonus + benefits
Posted: 23 days ago
North West London
Santander
Salary: £50000 - £60000 per annum + excellent benefits
Posted: 24 days ago
North West London
Santander
Salary: Competitive + car allowance
Posted: 24 days ago
Greater London
360 Resourcing Solutions .
Salary: Highly Competitive + Excellent Benefits
Posted: 19 days ago
London
EY
Salary: Competitive
Posted: 26 days ago
London
EY
Salary: Competitive
Posted: 26 days ago