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 31 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Jul 2016
Same period 2015 Same period 2014
Data Architecture
Rank 363 362 367
Rank change year-on-year
-1 +5
Permanent jobs citing Data Architecture 299 351 360
As % of all permanent IT jobs located in London 0.76% 0.79% 0.75%
As % of the Processes & Methodologies category 0.85% 0.90% 0.86%
Number of salaries quoted 251 283 292
Median salary £78,500 £75,000 £72,500
Median salary % change year-on-year
+4.66% +3.44%
90% offered a salary of more than £57,500 £53,000 £52,500
10% offered a salary of more than £110,000 £90,000 £100,000
UK excluding London median salary £57,500 £58,000 £60,000
% change year-on-year
-0.86% -3.33%
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
35231 38909 42017
As % of all permanent IT jobs located in London 89.56% 87.93% 87.26%
Number of salaries quoted 30522 32651 34850
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 31 July 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 31 July 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 +28 44 £76,250 -1.61% 4
Croydon - 2 - - 2
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in London

For the 6 months to 31 July 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.

1 309 (48.21%) Data Warehouse
2 283 (44.15%) Business Intelligence
3 276 (43.06%) Data Modelling
4 250 (39.00%) ETL
5 238 (37.13%) Analytics
6 233 (36.35%) Finance
7 220 (34.32%) Big Data
8 219 (34.17%) Data Management
9 186 (29.02%) SQL
10 161 (25.12%) Agile Software Development
11 148 (23.09%) Analytical Skills
12 142 (22.15%) Hadoop
12 142 (22.15%) Data Quality
13 131 (20.44%) Data Integration
14 130 (20.28%) SQL Server
15 129 (20.12%) Oracle
16 120 (18.72%) Data Analytics
17 117 (18.25%) Data Governance
18 106 (16.54%) Microsoft
19 103 (16.07%) Degree
20 101 (15.76%) SOA
21 96 (14.98%) Tableau
22 95 (14.82%) Stakeholder Management
23 94 (14.66%) SDLC
24 91 (14.20%) Management Information System
25 79 (12.32%) TOGAF
25 79 (12.32%) Computer Science
26 76 (11.86%) Java
27 74 (11.54%) Enterprise Architecture
28 73 (11.39%) Master Data Management

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 63 (9.83%) SAS
2 50 (7.80%) Apache Spark
3 29 (4.52%) SharePoint
4 24 (3.74%) Apache
5 19 (2.96%) Elasticsearch
6 11 (1.72%) Apache Pig
7 10 (1.56%) CMS
8 4 (0.62%) Kentico
9 3 (0.47%) Adobe Experience Manager
9 3 (0.47%) Apache Solr
10 2 (0.31%) Confluence
10 2 (0.31%) Documentum
10 2 (0.31%) FileNet
Applications
1 32 (4.99%) MS Excel
2 12 (1.87%) MS Visio
3 11 (1.72%) MS Office
4 8 (1.25%) MS Project
5 3 (0.47%) Gephi
6 2 (0.31%) SPSS
Business Applications
1 10 (1.56%) Markit EDM
2 9 (1.40%) SAP Oil and Gas
3 7 (1.09%) Dynamics CRM
4 6 (0.94%) SAP MDM
5 5 (0.78%) SAP ECC
5 5 (0.78%) SAP ERP
5 5 (0.78%) SAP HR
5 5 (0.78%) SAP hybris
6 4 (0.62%) Oracle EBS
7 3 (0.47%) Dynamics AX
7 3 (0.47%) Maximo
8 2 (0.31%) Oracle FAH
8 2 (0.31%) SAP Bank Analyzer
8 2 (0.31%) thinkFolio
9 1 (0.16%) IBM Operational Decision Manager
9 1 (0.16%) Unica
9 1 (0.16%) WebTrends
Cloud Services
1 47 (7.33%) Amazon AWS
2 20 (3.12%) Cloud Computing
3 8 (1.25%) Google Cloud Platform
4 7 (1.09%) Microsoft Azure
4 7 (1.09%) SaaS
5 6 (0.94%) iPaaS
6 3 (0.47%) Amazon EC2
7 1 (0.16%) Adobe Analytics
7 1 (0.16%) Amazon S3
7 1 (0.16%) Amazon SQS
7 1 (0.16%) Google Analytics
7 1 (0.16%) PaaS
Communications & Networking
1 4 (0.62%) Broadband
1 4 (0.62%) DNS
1 4 (0.62%) Internet
1 4 (0.62%) Intranet
2 2 (0.31%) LAN
2 2 (0.31%) SAN
2 2 (0.31%) WAN
3 1 (0.16%) PuTTY
3 1 (0.16%) SSH
3 1 (0.16%) Telnet
Database & Business Intelligence
1 309 (48.21%) Data Warehouse
2 220 (34.32%) Big Data
3 142 (22.15%) Hadoop
4 130 (20.28%) SQL Server
5 65 (10.14%) SQL Server Integration Services
6 63 (9.83%) NoSQL
7 62 (9.67%) BusinessObjects
8 56 (8.74%) Relational Database
9 51 (7.96%) SQL Server Reporting Services
10 41 (6.40%) Apache Hive
11 40 (6.24%) QlikView
12 37 (5.77%) Enterprise Data Warehouse
13 36 (5.62%) Data Mart
14 35 (5.46%) MySQL
15 32 (4.99%) RDBMS
16 29 (4.52%) Data Mining
16 29 (4.52%) OLAP
17 28 (4.37%) Oracle BI EE
18 26 (4.06%) MongoDB
19 25 (3.90%) SQL Server 2008
Development Applications
1 29 (4.52%) ERwin
2 10 (1.56%) PowerDesigner
3 9 (1.40%) Talend Open Studio
4 8 (1.25%) JIRA
5 3 (0.47%) Subversion
5 3 (0.47%) Team Foundation Server
6 2 (0.31%) Cucumber
6 2 (0.31%) Git (software)
6 2 (0.31%) JUnit
6 2 (0.31%) Mockito
6 2 (0.31%) SQL Server Management Studio (SSMS)
6 2 (0.31%) TestNG
6 2 (0.31%) Visual Studio
General
1 233 (36.35%) Finance
2 60 (9.36%) Banking
3 52 (8.11%) Retail
4 45 (7.02%) Telecoms
5 42 (6.55%) Marketing
6 36 (5.62%) Manufacturing
7 29 (4.52%) Back Office
8 27 (4.21%) Legal
9 15 (2.34%) Front Office
9 15 (2.34%) Pharmaceutical
10 11 (1.72%) Investment Banking
11 9 (1.40%) Electronics
12 7 (1.09%) Advertising
12 7 (1.09%) Games
13 6 (0.94%) Financial Institution
13 6 (0.94%) Law
13 6 (0.94%) Military
14 5 (0.78%) Publishing
15 2 (0.31%) Automotive
15 2 (0.31%) Corporate Banking
Job Titles
1 301 (46.96%) Architect
2 220 (34.32%) Data Architect
3 104 (16.22%) Developer
4 51 (7.96%) Solutions Architect
5 45 (7.02%) Analyst
5 45 (7.02%) Enterprise Architect
6 36 (5.62%) Consultant
7 35 (5.46%) Senior Architect
7 35 (5.46%) Senior Developer
8 34 (5.30%) Big Data Architect
9 28 (4.37%) Big Data Developer
10 27 (4.21%) Enterprise Data Architect
11 25 (3.90%) Java Developer
12 22 (3.43%) Business Analyst
12 22 (3.43%) Data Consultant
13 21 (3.28%) Business Intelligence Analyst
13 21 (3.28%) Data Engineer
14 20 (3.12%) Data Manager
15 19 (2.96%) Head of Architecture
15 19 (2.96%) SQL Developer
Libraries, Frameworks & Software Standards
1 41 (6.40%) .NET
1 41 (6.40%) Web Services
2 40 (6.24%) HTML
3 38 (5.93%) CSS
4 29 (4.52%) MDX
5 26 (4.06%) Spring
6 23 (3.59%) RESTful
7 19 (2.96%) .NET Framework
7 19 (2.96%) JMS
8 17 (2.65%) ASP.NET
8 17 (2.65%) JSON
9 16 (2.50%) jQuery
9 16 (2.50%) REST
9 16 (2.50%) SOAP
9 16 (2.50%) XML
10 15 (2.34%) ActiveMQ
11 12 (1.87%) Doctrine
11 12 (1.87%) LAMP
11 12 (1.87%) Middleware
12 9 (1.40%) Oracle Fusion
Miscellaneous
1 148 (23.09%) Analytical Skills
2 131 (20.44%) Data Integration
3 91 (14.20%) Management Information System
4 79 (12.32%) Computer Science
5 57 (8.89%) Data Structures
6 52 (8.11%) Visualisation
7 29 (4.52%) Algorithms
8 18 (2.81%) Taxonomies
9 16 (2.50%) Fixed Income
10 15 (2.34%) Data Centre
10 15 (2.34%) Enterprise Software
11 12 (1.87%) Derivative
12 11 (1.72%) Replication
13 9 (1.40%) Wiki
14 8 (1.25%) Equity Derivative
14 8 (1.25%) Mathematics
14 8 (1.25%) Reference Data
14 8 (1.25%) SWIFT
15 7 (1.09%) User Experience
15 7 (1.09%) Virtual Team
Operating Systems
1 25 (3.90%) Linux
2 15 (2.34%) Unix
3 11 (1.72%) Windows
4 1 (0.16%) Windows 7
4 1 (0.16%) Windows Server 2008
4 1 (0.16%) Windows Server 2012
Processes & Methodologies
1 283 (44.15%) Business Intelligence
2 276 (43.06%) Data Modelling
3 250 (39.00%) ETL
4 238 (37.13%) Analytics
5 219 (34.17%) Data Management
6 161 (25.12%) Agile Software Development
7 120 (18.72%) Data Analytics
8 117 (18.25%) Data Governance
9 101 (15.76%) SOA
10 95 (14.82%) Stakeholder Management
11 94 (14.66%) SDLC
12 79 (12.32%) TOGAF
13 74 (11.54%) Enterprise Architecture
14 73 (11.39%) Master Data Management
15 72 (11.23%) Data Analysis
16 69 (10.76%) UML
17 58 (9.05%) Logical Data Model
18 57 (8.89%) Migration
19 51 (7.96%) Project Management
20 46 (7.18%) Information Architecture
Programming Languages
1 186 (29.02%) SQL
2 76 (11.86%) Java
3 69 (10.76%) Python
4 43 (6.71%) T-SQL
5 32 (4.99%) C#
6 30 (4.68%) R
7 29 (4.52%) JavaScript
8 22 (3.43%) Groovy
9 21 (3.28%) PHP
10 19 (2.96%) Scala
11 15 (2.34%) VB.NET
12 14 (2.18%) C
13 8 (1.25%) PL/SQL
14 7 (1.09%) Shell Script
15 6 (0.94%) Clojure
16 5 (0.78%) VB
17 4 (0.62%) Ruby
18 3 (0.47%) Data Analysis Expressions (DAX)
18 3 (0.47%) SPARQL
19 2 (0.31%) SAS Macro
Qualifications
1 103 (16.07%) Degree
2 11 (1.72%) DV Cleared
2 11 (1.72%) Security Cleared
3 10 (1.56%) SAS Certification
4 9 (1.40%) PMI Certification
4 9 (1.40%) PRINCE2 Certification
5 5 (0.78%) CISA
5 5 (0.78%) CISM
5 5 (0.78%) CISSP
6 4 (0.62%) SC Cleared
7 3 (0.47%) PhD
7 3 (0.47%) PMP
8 1 (0.16%) CIMA
8 1 (0.16%) ISTQB
8 1 (0.16%) MBA
Quality Assurance & Compliance
1 142 (22.15%) Data Quality
2 55 (8.58%) QA
3 2 (0.31%) SEPA
4 1 (0.16%) Actionable Recommendations
4 1 (0.16%) COBIT
4 1 (0.16%) EMIR
4 1 (0.16%) FATCA
4 1 (0.16%) MiFID
System Software
1 24 (3.74%) HDFS
2 3 (0.47%) Apache Flume
3 2 (0.31%) Oracle RAC
4 1 (0.16%) Apache ZooKeeper
Systems Management
1 4 (0.62%) 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
1 129 (20.12%) Oracle
2 106 (16.54%) Microsoft
3 96 (14.98%) Tableau
4 60 (9.36%) SAP
5 57 (8.89%) Informatica
6 39 (6.08%) Teradata
7 32 (4.99%) Cloudera
8 31 (4.84%) Ab Initio
9 30 (4.68%) IBM
9 30 (4.68%) Netezza
10 16 (2.50%) Cognos
11 12 (1.87%) Salesforce.com
11 12 (1.87%) Zend
12 11 (1.72%) Google
13 10 (1.56%) MapR
14 9 (1.40%) Actimize
14 9 (1.40%) Hortonworks
14 9 (1.40%) Talend
15 6 (0.94%) Sybase
16 5 (0.78%) Greenplum
London
Advento Staffing Ltd
Salary: From £80,000 to £90,000 per annum plus bonus and benefits
Posted: Yesterday
City, London
Parallel Consulting
Salary: £60000 - £65000 per annum + excellent benefits
Posted: Yesterday
London
Wipro
Posted: 3 days ago
Croydon, Surrey
Circle Recruitment
Salary: benefits + Bonus
Posted: 3 days ago
London
Lawrence Harvey Enterprise
Salary: £80000 - £100000 per annum + bonus + extensive corp bens
Posted: 3 days ago
West London
ARC IT Recruitment Ltd
Salary: £70000 - £90000 per annum + Brilliant package and bonus
Posted: Yesterday
London
Harvey Nash plc
Salary: £80000 - £85000 per annum + Bonus & Excellent Package
Posted: 5 days ago
London
Rainford Recruitment
Salary: £82000 per annum + plus benefits
Posted: 3 days ago
North London
The Bridge Ltd
Salary: From £80,000 to £110,000 per annum £7,000 car allowance, 25% annual bo
Posted: 5 days ago
London
EY
Salary: Competitive
Posted: 2 days ago
City, London
Parallel Consulting
Salary: £60000 - £65000 per annum + excellent benefits
Posted: 6 days ago
London
Energon Global
Salary: £70000 - £100000 per annum + PACKAGE
Posted: 19 days ago
London
EY
Salary: Competitive
Posted: 2 days ago
West London
Optima Connections
Salary: From £65,000 to £85,000 per annum + Bonus + Benefits
Posted: 5 days ago
London
Oliver Bernard
Salary: £70000 - £85000 per annum
Posted: 2 days ago
London
Mortimer Spinks
Salary: £80000 - £120000 per annum + fantastic benefits!
Posted: 3 days ago
London
EY
Salary: Competitive
Posted: 2 days ago
London
ABILITY Resorucing Ltd
Salary: £50000 - £65000 per annum + Options (Early Stage)
Posted: 17 days ago
South East London
Lloyds Banking Group
Salary: £46755 - £64469 per annum
Posted: 17 days ago
London - Mornington Crescent
ASOS
Posted: 26 days ago
London
Venn Group
Salary: £45000 - £55000 Per Annum
Posted: Yesterday
South East London
Lloyds Banking Group
Salary: £66900 - £89200 per annum
Posted: 25 days ago
London
People Source Consulting
Salary: £95000 - £120000 per annum + amazing benefits
Posted: 26 days ago
London
CGI IT UK
Salary: £85000 per annum
Posted: 20 days ago
London
Energon Global
Salary: £70000.00 - £90000.00 per annum + 20% bonus
Posted: 19 days ago
London
Energon Global
Salary: £80000 - £1200000 per annum + outstanding package
Posted: 19 days ago
London
Hays London City Cheapside
Salary: £45000.00 - £80000.00 per annum
Posted: 24 days ago