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 29 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 May 2016
Same period 2015 Same period 2014
Data Architecture
Rank 366 352 345
Rank change year-on-year
-14 -7
Permanent jobs citing Data Architecture 288 363 412
As % of all permanent IT jobs located in London 0.71% 0.82% 0.83%
As % of the Processes & Methodologies category 0.80% 0.93% 0.96%
Number of salaries quoted 222 289 327
Median salary £70,000 £75,000 £70,000
Median salary % change year-on-year
-6.66% +7.14%
90% offered a salary of more than £45,000 £55,000 £52,500
10% offered a salary of more than £102,500 £87,100 £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
36072 38892 43116
As % of all permanent IT jobs located in London 89.47% 87.47% 86.93%
Number of salaries quoted 31140 32563 35776
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 £37,000
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 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 29 May 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 29 May 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 +25 43 £66,250 -1.85% 9
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in London

For the 6 months to 29 May 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.

1 335 (52.59%) Data Warehouse
2 308 (48.35%) Business Intelligence
3 284 (44.58%) Data Modelling
4 248 (38.93%) ETL
5 247 (38.78%) Data Management
6 231 (36.26%) Finance
7 214 (33.59%) SQL
7 214 (33.59%) Analytics
8 183 (28.73%) Big Data
9 156 (24.49%) Analytical Skills
10 154 (24.18%) SQL Server
11 152 (23.86%) Data Quality
12 147 (23.08%) Oracle
13 141 (22.14%) Data Integration
13 141 (22.14%) Hadoop
14 130 (20.41%) Data Governance
15 127 (19.94%) Agile Software Development
16 125 (19.62%) SOA
17 122 (19.15%) Data Analytics
18 116 (18.21%) Microsoft
19 97 (15.23%) Data Analysis
20 93 (14.60%) Management Information System
21 90 (14.13%) Degree
22 89 (13.97%) SQL Server Integration Services
23 84 (13.19%) SAS
24 83 (13.03%) Stakeholder Management
24 83 (13.03%) SDLC
25 78 (12.24%) Master Data Management
26 76 (11.93%) Tableau
27 73 (11.46%) Logical Data Model

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 84 (13.19%) SAS
2 49 (7.69%) Apache Spark
3 31 (4.87%) SharePoint
4 16 (2.51%) Apache
5 12 (1.88%) Apache Pig
6 8 (1.26%) CMS
7 7 (1.10%) Elasticsearch
8 5 (0.78%) FileNet
9 4 (0.63%) Kentico
10 3 (0.47%) Node.js
11 2 (0.31%) Adobe Experience Manager
Applications
1 48 (7.54%) MS Excel
2 11 (1.73%) MS Visio
3 10 (1.57%) MS Office
4 8 (1.26%) MS Project
5 1 (0.16%) SPSS
Business Applications
1 11 (1.73%) Markit EDM
2 10 (1.57%) Oracle EBS
3 9 (1.41%) SAP Oil and Gas
4 5 (0.78%) Eagle PACE
4 5 (0.78%) Maximo
5 4 (0.63%) Dynamics CRM
6 2 (0.31%) Oracle FAH
6 2 (0.31%) SAP Bank Analyzer
6 2 (0.31%) thinkFolio
Cloud Services
1 35 (5.49%) Amazon AWS
2 19 (2.98%) Cloud Computing
3 6 (0.94%) IaaS
4 5 (0.78%) SaaS
5 3 (0.47%) Microsoft Azure
5 3 (0.47%) PaaS
6 2 (0.31%) Amazon EC2
Communications & Networking
1 7 (1.10%) Intranet
1 7 (1.10%) SAN
2 4 (0.63%) DNS
2 4 (0.63%) Internet
2 4 (0.63%) LAN
2 4 (0.63%) WAN
3 3 (0.47%) Firewall
3 3 (0.47%) NAS
3 3 (0.47%) VoIP
3 3 (0.47%) Wireless
4 2 (0.31%) PuTTY
4 2 (0.31%) SSH
4 2 (0.31%) Telnet
Database & Business Intelligence
1 335 (52.59%) Data Warehouse
2 183 (28.73%) Big Data
3 154 (24.18%) SQL Server
4 141 (22.14%) Hadoop
5 89 (13.97%) SQL Server Integration Services
6 68 (10.68%) SQL Server Reporting Services
7 63 (9.89%) BusinessObjects
8 56 (8.79%) Data Mart
8 56 (8.79%) Relational Database
9 51 (8.01%) NoSQL
10 44 (6.91%) Enterprise Data Warehouse
11 43 (6.75%) QlikView
12 40 (6.28%) SQL Server 2008
13 37 (5.81%) RDBMS
14 33 (5.18%) Data Mining
15 30 (4.71%) Apache Hive
16 26 (4.08%) SQL Server Analysis Services
17 24 (3.77%) Oracle BI EE
18 23 (3.61%) OLAP
19 22 (3.45%) MySQL
Development Applications
1 27 (4.24%) ERwin
2 17 (2.67%) Talend Open Studio
3 9 (1.41%) PowerDesigner
4 7 (1.10%) Team Foundation Server
5 6 (0.94%) Jenkins
6 4 (0.63%) JIRA
7 3 (0.47%) Atlassian Bamboo
7 3 (0.47%) Git (software)
7 3 (0.47%) Gradle
7 3 (0.47%) Maven
7 3 (0.47%) Travis CI
7 3 (0.47%) Visual Studio
8 2 (0.31%) SQL Server Management Studio (SSMS)
9 1 (0.16%) MSBuild
9 1 (0.16%) MSTest
9 1 (0.16%) Subversion
General
1 231 (36.26%) Finance
2 58 (9.11%) Banking
3 47 (7.38%) Telecoms
4 39 (6.12%) Retail
5 37 (5.81%) Manufacturing
6 30 (4.71%) Marketing
7 26 (4.08%) Legal
8 24 (3.77%) Back Office
9 22 (3.45%) Law
10 18 (2.83%) Pharmaceutical
11 13 (2.04%) Front Office
12 11 (1.73%) Investment Banking
13 10 (1.57%) Automotive
13 10 (1.57%) Financial Institution
14 9 (1.41%) Electronics
15 7 (1.10%) Advertising
16 3 (0.47%) Games
17 1 (0.16%) Publishing
Job Titles
1 290 (45.53%) Architect
2 218 (34.22%) Data Architect
3 110 (17.27%) Developer
4 54 (8.48%) Enterprise Architect
5 51 (8.01%) Consultant
6 50 (7.85%) Analyst
7 39 (6.12%) Big Data Architect
7 39 (6.12%) Senior Developer
8 36 (5.65%) Enterprise Data Architect
9 35 (5.49%) Data Consultant
10 33 (5.18%) Solutions Architect
11 29 (4.55%) Business Analyst
11 29 (4.55%) Business Intelligence Architect
12 28 (4.40%) SQL Developer
12 28 (4.40%) SSIS Developer
13 24 (3.77%) C# Developer
13 24 (3.77%) SQL Server Developer
14 23 (3.61%) Senior C# Developer
15 22 (3.45%) Data Manager
15 22 (3.45%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 63 (9.89%) .NET
2 52 (8.16%) Web Services
3 44 (6.91%) HTML
4 43 (6.75%) CSS
5 32 (5.02%) JMS
5 32 (5.02%) MDX
6 28 (4.40%) .NET Framework
7 27 (4.24%) REST
7 27 (4.24%) SOAP
8 26 (4.08%) ASP.NET
9 23 (3.61%) ActiveMQ
9 23 (3.61%) Spring
10 19 (2.98%) RESTful
11 18 (2.83%) XML
12 13 (2.04%) jQuery
12 13 (2.04%) Velocity
13 11 (1.73%) JSON
13 11 (1.73%) XBRL
14 10 (1.57%) Middleware
14 10 (1.57%) Oracle GoldenGate
Miscellaneous
1 156 (24.49%) Analytical Skills
2 141 (22.14%) Data Integration
3 93 (14.60%) Management Information System
4 70 (10.99%) Computer Science
5 69 (10.83%) Data Structures
6 32 (5.02%) Visualisation
7 25 (3.92%) Data Centre
8 23 (3.61%) Algorithms
9 18 (2.83%) Taxonomies
10 16 (2.51%) Replication
11 14 (2.20%) Fixed Income
12 13 (2.04%) Enterprise Software
13 9 (1.41%) Derivative
13 9 (1.41%) Wiki
14 8 (1.26%) Equities
14 8 (1.26%) Mathematics
15 7 (1.10%) Statistics
16 6 (0.94%) Equity Derivative
16 6 (0.94%) Life Science
17 4 (0.63%) Data Protection Act
Operating Systems
1 28 (4.40%) Linux
1 28 (4.40%) Unix
2 19 (2.98%) Windows
3 2 (0.31%) Windows 7
4 1 (0.16%) Windows Server 2008
4 1 (0.16%) Windows Server 2012
Processes & Methodologies
1 308 (48.35%) Business Intelligence
2 284 (44.58%) Data Modelling
3 248 (38.93%) ETL
4 247 (38.78%) Data Management
5 214 (33.59%) Analytics
6 130 (20.41%) Data Governance
7 127 (19.94%) Agile Software Development
8 125 (19.62%) SOA
9 122 (19.15%) Data Analytics
10 97 (15.23%) Data Analysis
11 83 (13.03%) SDLC
11 83 (13.03%) Stakeholder Management
12 78 (12.24%) Master Data Management
13 73 (11.46%) Logical Data Model
14 70 (10.99%) Enterprise Architecture
14 70 (10.99%) UML
15 66 (10.36%) Migration
16 64 (10.05%) TOGAF
17 60 (9.42%) Project Management
18 54 (8.48%) Information Management
Programming Languages
1 214 (33.59%) SQL
2 68 (10.68%) Java
3 64 (10.05%) Python
4 53 (8.32%) T-SQL
5 43 (6.75%) C#
6 36 (5.65%) R
7 25 (3.92%) C
8 24 (3.77%) VB.NET
9 22 (3.45%) Scala
10 20 (3.14%) JavaScript
11 19 (2.98%) Groovy
12 17 (2.67%) Shell Script
13 14 (2.20%) PL/SQL
14 12 (1.88%) PHP
15 6 (0.94%) VB
16 5 (0.78%) Clojure
16 5 (0.78%) Data Analysis Expressions (DAX)
16 5 (0.78%) MATLAB
16 5 (0.78%) Ruby
17 4 (0.63%) Perl
Qualifications
1 90 (14.13%) Degree
2 18 (2.83%) DV Cleared
2 18 (2.83%) Security Cleared
3 17 (2.67%) SAS Certification
4 9 (1.41%) PRINCE2 Certification
5 7 (1.10%) PhD
6 5 (0.78%) SC Cleared
7 4 (0.63%) PMI Certification
8 3 (0.47%) PMP
9 2 (0.31%) ISTQB
10 1 (0.16%) CISA
10 1 (0.16%) CISM
10 1 (0.16%) CISSP
10 1 (0.16%) MBA
Quality Assurance & Compliance
1 152 (23.86%) Data Quality
2 57 (8.95%) QA
3 1 (0.16%) COBIT
3 1 (0.16%) EMIR
3 1 (0.16%) FATCA
3 1 (0.16%) MiFID
System Software
1 16 (2.51%) HDFS
2 3 (0.47%) Active Directory
2 3 (0.47%) Apache Flume
2 3 (0.47%) Oracle RAC
3 2 (0.31%) Apache ZooKeeper
4 1 (0.16%) Docker
Systems Management
1 5 (0.78%) Hadoop YARN
2 4 (0.63%) Oozie
3 2 (0.31%) Mesos
3 2 (0.31%) Opscode Chef
3 2 (0.31%) Puppet
4 1 (0.16%) Ansible
4 1 (0.16%) Kibana
4 1 (0.16%) Kubernetes
Vendors
1 147 (23.08%) Oracle
2 116 (18.21%) Microsoft
3 76 (11.93%) Tableau
4 65 (10.20%) Informatica
5 50 (7.85%) Teradata
6 47 (7.38%) SAP
7 40 (6.28%) Netezza
8 39 (6.12%) Ab Initio
9 35 (5.49%) IBM
10 23 (3.61%) Cloudera
11 18 (2.83%) Cognos
12 17 (2.67%) Talend
13 9 (1.41%) MapR
14 8 (1.26%) Reuters
15 7 (1.10%) Sybase
16 6 (0.94%) Hortonworks
16 6 (0.94%) Hyperion
16 6 (0.94%) Zend
17 5 (0.78%) DataFlux
18 4 (0.63%) Greenplum
North London
Understanding Recruitment
Salary: £55000.00 - £65000.00 per annum + Execllent Benefits
Posted: 10 hours ago
London
Sage UK Limited
Posted: 2 days ago
London
Comtecs
Salary: £50000 - £55000 Per Annum Bonus + Benefits
Posted: 3 days ago
West London
ARC IT Recruitment Ltd
Salary: From £70,000 to £90,000 per annum + Brilliant package and bonus
Posted: 2 days ago
London
Hays Finance Technology
Salary: £72000.00 - £85000.00 per annum + bonus
Posted: 2 days ago
London
Harvey Nash plc
Salary: £80000 per annum
Posted: 6 days ago
City of London
TDA Group
Salary: £85000 per annum + excellent bonus and benefits
Posted: 9 days ago
London
onezeero.
Salary: £70000 - £75000 per annum + package
Posted: 4 days ago
London
ninesharp
Salary: £55000 - £65000 per annum + Bonus, Pension, Healthcare
Posted: 5 days ago
City, London
Twenty Recruitment Group
Salary: From £65,000 to £80,000 per annum + Benefite & Bonus
Posted: 3 days ago
London
Harvey Nash plc
Salary: £90000 - £100000 per annum + 20% Bonus
Posted: 6 days ago
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: 5 days ago
City, London
Careerwise UK Limited
Salary: £50000 - £90000 per annum + benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £50k - 130k + benefits + bonus plus attractive benefits
Posted: 4 days ago
Central London / West End
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 3 days ago
West London
The People Network
Salary: £60000 - £75000 per annum + Bonus, Pension, Health
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: Circa £40,000- £58,000+ an EXCELLENT package
Posted: 5 days ago
London
Oliver James Associates
Salary: £65000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: 6 days ago
London
Sage UK Limited
Posted: 5 days ago
London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 3 days ago
London
BAE Systems Applied Intelligence
Salary: Competitive plus benefits
Posted: 13 days ago
South East London
Hitachi Consulting UK
Salary: From £60,000 to £80,000 per annum Incl Benefits + Bonus
Posted: 18 days ago
London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 12 days ago
City, London
Schroders plc
Posted: 23 days ago
London
EY
Salary: Competitive
Posted: 17 days ago
London
EY
Salary: Competitive
Posted: 17 days ago
London
EY
Salary: Competitive
Posted: 11 days ago