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 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Architecture
Rank 317 371 405
Rank change year-on-year
+54 +34
Permanent jobs citing Data Architecture 335 326 281
As % of all permanent IT jobs located in London 0.88% 0.74% 0.61%
As % of the Processes & Methodologies category 0.98% 0.84% 0.71%
Number of salaries quoted 282 266 203
Median salary £77,500 £75,000 £70,000
Median salary % change year-on-year
+3.33% +7.14%
90% offered a salary of more than £52,000 £47,500 £49,600
10% offered a salary of more than £100,450 £95,000 £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
34079 38812 39839
As % of all permanent IT jobs located in London 89.77% 88.33% 86.72%
Number of salaries quoted 29454 32780 32767
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 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 30 September 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 30 September 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 +26 45 £81,250 +4.83% 2
Croydon - 6 - -
Kingston Upon Thames -2 2 £70,000 +39.44%
Canary Wharf - 2 - -
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in London

For the 6 months to 30 September 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.

1 269 (44.91%) Data Modelling
2 227 (37.90%) Business Intelligence
3 223 (37.23%) ETL
3 223 (37.23%) Data Warehouse
3 223 (37.23%) Finance
4 211 (35.23%) Analytics
5 192 (32.05%) Big Data
6 175 (29.22%) Data Management
7 165 (27.55%) SQL
8 149 (24.87%) Agile Software Development
9 140 (23.37%) Data Quality
10 130 (21.70%) Analytical Skills
11 128 (21.37%) Hadoop
12 114 (19.03%) Data Governance
12 114 (19.03%) Oracle
13 105 (17.53%) Data Integration
14 104 (17.36%) Data Analytics
15 97 (16.19%) Degree
16 96 (16.03%) SQL Server
17 90 (15.03%) Microsoft
18 88 (14.69%) SDLC
19 85 (14.19%) TOGAF
20 82 (13.69%) Management Information System
21 80 (13.36%) SOA
22 78 (13.02%) Banking
22 78 (13.02%) Master Data Management
23 77 (12.85%) Retail
24 76 (12.69%) NoSQL
25 74 (12.35%) Tableau
26 71 (11.85%) Java

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 38 (6.34%) Apache Spark
2 35 (5.84%) SAS
3 21 (3.51%) Apache
4 20 (3.34%) Elasticsearch
5 18 (3.01%) SharePoint
6 12 (2.00%) Apache Pig
7 5 (0.83%) Adobe Experience Manager
8 4 (0.67%) CMS
9 3 (0.50%) Apache Solr
10 2 (0.33%) Confluence
10 2 (0.33%) Documentum
10 2 (0.33%) OpenStack
11 1 (0.17%) Alfresco
11 1 (0.17%) FileNet
Applications
1 40 (6.68%) MS Excel
2 24 (4.01%) MS Office
3 14 (2.34%) MS PowerPoint
4 10 (1.67%) MS Visio
5 9 (1.50%) SPSS
6 4 (0.67%) Gephi
7 3 (0.50%) Mathematica
8 2 (0.33%) MS Project
Business Applications
1 20 (3.34%) SAP MDM
2 19 (3.17%) Markit EDM
3 15 (2.50%) SAP ERP
4 14 (2.34%) SAP ECC
4 14 (2.34%) SAP HR
4 14 (2.34%) SAP hybris
5 9 (1.50%) Oracle EBS
6 8 (1.34%) Dynamics AX
6 8 (1.34%) Dynamics CRM
7 7 (1.17%) SAP CRM
8 4 (0.67%) SAP Oil and Gas
9 2 (0.33%) FastStats
9 2 (0.33%) IBM Operational Decision Manager
9 2 (0.33%) Maximo
10 1 (0.17%) SAP BPC
10 1 (0.17%) SAP SD
10 1 (0.17%) thinkFolio
10 1 (0.17%) Unica
10 1 (0.17%) WebTrends
Cloud Services
1 64 (10.68%) Amazon AWS
2 15 (2.50%) Microsoft Azure
3 13 (2.17%) Cloud Computing
3 13 (2.17%) iPaaS
4 11 (1.84%) Google Cloud Platform
5 8 (1.34%) Amazon S3
6 7 (1.17%) Amazon EMR
7 5 (0.83%) SaaS
8 3 (0.50%) Google Analytics
9 2 (0.33%) AWS Lambda
9 2 (0.33%) PaaS
10 1 (0.17%) Adobe Analytics
10 1 (0.17%) Amazon EC2
10 1 (0.17%) Amazon SQS
10 1 (0.17%) IBM Cloud
10 1 (0.17%) Office 365
10 1 (0.17%) SoftLayer
Communications & Networking
1 11 (1.84%) Internet
2 4 (0.67%) Broadband
3 1 (0.17%) CTI
3 1 (0.17%) LAN
3 1 (0.17%) PuTTY
3 1 (0.17%) SSH
3 1 (0.17%) Telnet
3 1 (0.17%) WAN
Database & Business Intelligence
1 223 (37.23%) Data Warehouse
2 192 (32.05%) Big Data
3 128 (21.37%) Hadoop
4 96 (16.03%) SQL Server
5 76 (12.69%) NoSQL
6 51 (8.51%) Relational Database
7 41 (6.84%) MySQL
7 41 (6.84%) SQL Server Reporting Services
8 40 (6.68%) SQL Server Integration Services
9 39 (6.51%) BusinessObjects
10 37 (6.18%) RDBMS
11 36 (6.01%) QlikView
12 35 (5.84%) Amazon Redshift
13 32 (5.34%) Apache Hive
14 28 (4.67%) OLAP
15 25 (4.17%) Star Schema
16 21 (3.51%) Data Mining
16 21 (3.51%) MongoDB
17 20 (3.34%) Enterprise Data Warehouse
18 19 (3.17%) Oracle BI EE
Development Applications
1 33 (5.51%) ERwin
2 9 (1.50%) Talend Open Studio
3 6 (1.00%) JIRA
4 5 (0.83%) PowerDesigner
5 3 (0.50%) Subversion
6 2 (0.33%) Cucumber
6 2 (0.33%) Eclipse
6 2 (0.33%) Git (software)
6 2 (0.33%) JUnit
6 2 (0.33%) Mockito
6 2 (0.33%) Team Foundation Server
6 2 (0.33%) TestNG
6 2 (0.33%) Visual Studio
6 2 (0.33%) XMLSpy
General
1 223 (37.23%) Finance
2 78 (13.02%) Banking
3 77 (12.85%) Retail
4 34 (5.68%) Marketing
5 32 (5.34%) Back Office
6 28 (4.67%) Investment Banking
7 25 (4.17%) Telecoms
8 23 (3.84%) Front Office
9 22 (3.67%) Manufacturing
10 17 (2.84%) Legal
11 14 (2.34%) Games
12 10 (1.67%) Pharmaceutical
13 8 (1.34%) Military
14 5 (0.83%) Local Government
15 4 (0.67%) Electronics
15 4 (0.67%) Law
15 4 (0.67%) Online Betting
15 4 (0.67%) Publishing
16 2 (0.33%) Advertising
16 2 (0.33%) Financial Institution
Job Titles
1 316 (52.75%) Architect
2 237 (39.57%) Data Architect
3 85 (14.19%) Developer
4 73 (12.19%) Solutions Architect
5 37 (6.18%) Analyst
6 35 (5.84%) Enterprise Architect
7 32 (5.34%) Big Data Architect
7 32 (5.34%) Senior Architect
8 28 (4.67%) Enterprise Data Architect
8 28 (4.67%) Senior Developer
9 27 (4.51%) SOA Architect
10 25 (4.17%) Head of Architecture
10 25 (4.17%) Head of Data Architecture
11 22 (3.67%) ETL Architect
12 21 (3.51%) SQL Developer
13 19 (3.17%) Consultant
13 19 (3.17%) Lead Architect
14 18 (3.01%) Data Analyst
14 18 (3.01%) Data Engineer
15 17 (2.84%) Big Data Developer
Libraries, Frameworks & Software Standards
1 25 (4.17%) HTML
2 24 (4.01%) CSS
3 23 (3.84%) Web Services
4 18 (3.01%) XML
5 17 (2.84%) .NET
5 17 (2.84%) JSON
5 17 (2.84%) MDX
6 14 (2.34%) Doctrine
6 14 (2.34%) jQuery
6 14 (2.34%) LAMP
7 13 (2.17%) RESTful
7 13 (2.17%) Spring
8 10 (1.67%) REST
8 10 (1.67%) SOAP
9 9 (1.50%) Kafka
9 9 (1.50%) Middleware
9 9 (1.50%) Oracle Fusion
10 8 (1.34%) .NET Framework
10 8 (1.34%) ASP.NET
10 8 (1.34%) JMS
Miscellaneous
1 130 (21.70%) Analytical Skills
2 105 (17.53%) Data Integration
3 82 (13.69%) Management Information System
4 65 (10.85%) Computer Science
5 64 (10.68%) Visualisation
6 29 (4.84%) Data Structures
7 22 (3.67%) Algorithms
8 16 (2.67%) Enterprise Software
9 15 (2.50%) Reference Data
10 13 (2.17%) Fixed Income
11 12 (2.00%) Taxonomies
12 10 (1.67%) Credit Risk
12 10 (1.67%) User Experience
13 9 (1.50%) Derivative
14 8 (1.34%) Ontologies
14 8 (1.34%) SWIFT
15 7 (1.17%) Equities
15 7 (1.17%) Online Games
16 6 (1.00%) Mathematics
16 6 (1.00%) PMI
Operating Systems
1 24 (4.01%) Linux
2 8 (1.34%) Windows
3 7 (1.17%) Unix
4 4 (0.67%) Windows Server 2008
4 4 (0.67%) Windows Server 2012
Processes & Methodologies
1 269 (44.91%) Data Modelling
2 227 (37.90%) Business Intelligence
3 223 (37.23%) ETL
4 211 (35.23%) Analytics
5 175 (29.22%) Data Management
6 149 (24.87%) Agile Software Development
7 114 (19.03%) Data Governance
8 104 (17.36%) Data Analytics
9 88 (14.69%) SDLC
10 85 (14.19%) TOGAF
11 80 (13.36%) SOA
12 78 (13.02%) Master Data Management
13 64 (10.68%) Information Architecture
14 62 (10.35%) Stakeholder Management
15 59 (9.85%) E-Commerce
16 55 (9.18%) Migration
17 53 (8.85%) Logical Data Model
18 52 (8.68%) CRM
18 52 (8.68%) Enterprise Architecture
19 47 (7.85%) Data Analysis
Programming Languages
1 165 (27.55%) SQL
2 71 (11.85%) Java
3 53 (8.85%) Python
4 39 (6.51%) T-SQL
5 30 (5.01%) R
6 29 (4.84%) PHP
7 28 (4.67%) JavaScript
8 16 (2.67%) Scala
9 13 (2.17%) C#
10 12 (2.00%) Groovy
11 10 (1.67%) PL/SQL
12 7 (1.17%) VB.NET
12 7 (1.17%) VBA
13 5 (0.83%) C
13 5 (0.83%) Clojure
14 4 (0.67%) Ruby
15 3 (0.50%) F#
15 3 (0.50%) Haskell
15 3 (0.50%) SPARQL
15 3 (0.50%) VB
Qualifications
1 97 (16.19%) Degree
2 6 (1.00%) PMI Certification
3 5 (0.83%) CISA
3 5 (0.83%) CISM
3 5 (0.83%) CISSP
4 4 (0.67%) PRINCE2 Certification
5 2 (0.33%) DV Cleared
5 2 (0.33%) MBA
5 2 (0.33%) PhD
5 2 (0.33%) Postgraduate
5 2 (0.33%) Security Cleared
6 1 (0.17%) CIMA
6 1 (0.17%) ISTQB
6 1 (0.17%) SC Cleared
Quality Assurance & Compliance
1 140 (23.37%) Data Quality
2 34 (5.68%) QA
3 4 (0.67%) Basel III
3 4 (0.67%) Dodd-Frank
4 2 (0.33%) MiFID
4 2 (0.33%) SEPA
5 1 (0.17%) Actionable Recommendations
5 1 (0.17%) SLA
System Software
1 18 (3.01%) HDFS
2 4 (0.67%) Apache Flume
3 3 (0.50%) Apache ZooKeeper
3 3 (0.50%) Virtual Machines
4 2 (0.33%) GridGain
5 1 (0.17%) Docker
5 1 (0.17%) Oracle RAC
Systems Management
1 2 (0.33%) Oozie
1 2 (0.33%) Opscode Chef
1 2 (0.33%) Puppet
2 1 (0.17%) Hadoop YARN
Vendors
1 114 (19.03%) Oracle
2 90 (15.03%) Microsoft
3 74 (12.35%) Tableau
4 62 (10.35%) SAP
5 38 (6.34%) Informatica
6 32 (5.34%) Teradata
7 24 (4.01%) IBM
8 23 (3.84%) Cloudera
9 18 (3.01%) Netezza
10 15 (2.50%) Google
11 14 (2.34%) Actimize
11 14 (2.34%) hybris
11 14 (2.34%) Salesforce.com
11 14 (2.34%) Zend
12 13 (2.17%) Ab Initio
13 10 (1.67%) Cognos
13 10 (1.67%) Vertica
14 9 (1.50%) Hortonworks
14 9 (1.50%) Siebel
14 9 (1.50%) Talend
East London
Colston Consulting
Salary: £70000 - £75000 per annum, Benefits + excellent benefits
Posted: Yesterday
London
Careerwise UK Limited
Salary: £60000 - £85000 per annum + benefits
Posted: 2 days ago
East London
Twenty Recruitment Group
Salary: £65000.00 - £75000.00 per annum + bonus and benefits
Posted: 23 hours ago
London
Colston Consulting
Salary: £70000 - £80000 per annum, Benefits Excellent Benefits
Posted: Yesterday
London
Harvey Nash plc
Salary: £90000 - £95000 per annum + Benefits Package
Posted: 4 days ago
South East London
Client Server
Salary: £90k to £120k + bonus + benefits
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £75,000 to £90,000 per annum bonus and benefits
Posted: Yesterday
London
Marks Sattin
Posted: 2 days ago
West London
Hiring People
Salary: £45k - 75k per year
Posted: 4 days ago
City, London
Parallel Consulting
Salary: £65000 - £70000 per annum + excellent benefits
Posted: 3 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £75000.00 - £90000.00 per annum + bonus
Posted: 2 days ago
London
EasyWebRecruitment.com
Salary: Competitive
Posted: 3 days ago
London
Westbourne Partners
Salary: From £55,000 to £85,000 per annum
Posted: Yesterday
West London
Optima Connections
Salary: From £65,000 to £80,000 per annum + Bonus + Benefits
Posted: 4 days ago
London
Twenty Recruitment Group
Salary: £65000.00 - £70000.00 per annum
Posted: 4 days ago
London
BAE Systems Applied Intelligence Ltd
Salary: Competitive
Posted: 14 days ago
London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 16 days ago
London
Eligo Recruitment
Salary: £70000 - £90000 per annum + Excellent Benifits
Posted: 14 days ago
London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 23 days ago
London
Lawrence Harvey
Salary: £50000.00 - £85000.00 per annum + bonus + benefits
Posted: 24 days ago
London
Lloyds Banking Group
Salary: £46755 - £64469 per annum
Posted: 23 days ago
London
EY
Salary: Competitive
Posted: 18 days ago
London
EY
Salary: Competitive
Posted: 18 days ago
London
EY
Salary: Competitive
Posted: 18 days ago
London
EY
Salary: Competitive
Posted: 18 days ago