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 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Data Architecture
Rank 345 368 399
Rank change year-on-year
+23 +31
Permanent jobs citing Data Architecture 285 314 279
As % of all permanent IT jobs located in London 0.81% 0.73% 0.62%
As % of the Processes & Methodologies category 0.91% 0.82% 0.72%
Number of salaries quoted 241 265 214
Median salary £75,000 £75,000 £65,000
Median salary % change year-on-year
- +15.38%
90% offered a salary of more than £55,000 £55,000 £48,650
10% offered a salary of more than £105,000 £95,000 £90,000
UK excluding London median salary £60,000 £61,375 £55,000
% change year-on-year
-2.24% +11.59%
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
31351 38138 38700
As % of all permanent IT jobs located in London 89.06% 88.27% 86.20%
Number of salaries quoted 26548 32224 32668
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 £39,250 £38,500 £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 10 December 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 10 December 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 +24 39 £75,000 +3.44% 4
Croydon +16 5 £67,500 +107.69%
Canary Wharf -5 2 - -
Kingston Upon Thames +2 1 £70,000 +27.27%
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in London

For the 6 months to 10 December 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.

1 244 (40.94%) Data Modelling
2 226 (37.92%) Finance
3 209 (35.07%) Business Intelligence
4 204 (34.23%) Analytics
5 199 (33.39%) ETL
6 194 (32.55%) Data Warehouse
7 188 (31.54%) Big Data
8 180 (30.20%) Data Management
9 151 (25.34%) Data Quality
10 149 (25.00%) SQL
11 127 (21.31%) Hadoop
12 119 (19.97%) Data Governance
13 118 (19.80%) Agile Software Development
14 115 (19.30%) Analytical Skills
15 114 (19.13%) Degree
16 111 (18.62%) Oracle
17 110 (18.46%) Data Integration
18 104 (17.45%) Master Data Management
19 88 (14.77%) Data Analytics
20 85 (14.26%) TOGAF
20 85 (14.26%) Banking
20 85 (14.26%) Retail
20 85 (14.26%) NoSQL
21 83 (13.93%) Java
21 83 (13.93%) E-Commerce
22 81 (13.59%) SQL Server
23 80 (13.42%) Computer Science
24 77 (12.92%) SOA
25 76 (12.75%) Microsoft
26 73 (12.25%) Amazon AWS

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 45 (7.55%) Apache Spark
2 28 (4.70%) SAS
3 21 (3.52%) SharePoint
4 19 (3.19%) Apache
4 19 (3.19%) Elasticsearch
5 17 (2.85%) Apache Pig
6 9 (1.51%) CMS
7 5 (0.84%) Oracle SOA Suite
8 3 (0.50%) Adobe Experience Manager
8 3 (0.50%) Apache Solr
8 3 (0.50%) Confluence
9 2 (0.34%) Documentum
9 2 (0.34%) OpenStack
9 2 (0.34%) Sitecore CMS
9 2 (0.34%) Skype for Business
10 1 (0.17%) Alfresco
10 1 (0.17%) FileNet
10 1 (0.17%) SharePoint 2010
10 1 (0.17%) SugarCRM
10 1 (0.17%) WordPress
Applications
1 43 (7.21%) MS Excel
2 23 (3.86%) MS Office
3 16 (2.68%) MS PowerPoint
4 9 (1.51%) SPSS
5 4 (0.67%) Gephi
6 3 (0.50%) Mathematica
7 1 (0.17%) MS Visio
7 1 (0.17%) Photoshop
7 1 (0.17%) Spreadsheet
Business Applications
1 27 (4.53%) SAP MDM
2 23 (3.86%) SAP ERP
3 21 (3.52%) SAP ECC
3 21 (3.52%) SAP HR
3 21 (3.52%) SAP hybris
4 13 (2.18%) Dynamics CRM
5 10 (1.68%) Markit EDM
6 8 (1.34%) Dynamics AX
7 7 (1.17%) SAP CRM
8 6 (1.01%) Oracle EBS
9 2 (0.34%) FastStats
9 2 (0.34%) IBM Operational Decision Manager
9 2 (0.34%) SAP Oil and Gas
10 1 (0.17%) FINCAD Analytics
10 1 (0.17%) Oracle Retail
10 1 (0.17%) SAP BPC
10 1 (0.17%) SAP SD
10 1 (0.17%) Unica
10 1 (0.17%) WebTrends
Cloud Services
1 73 (12.25%) Amazon AWS
2 20 (3.36%) Microsoft Azure
3 16 (2.68%) SaaS
4 14 (2.35%) Amazon S3
4 14 (2.35%) iPaaS
5 13 (2.18%) Amazon EMR
6 11 (1.85%) Google Cloud Platform
7 7 (1.17%) Yammer
8 4 (0.67%) PaaS
9 3 (0.50%) Google Analytics
10 2 (0.34%) Amazon SQS
10 2 (0.34%) AWS Lambda
10 2 (0.34%) Cloud Computing
10 2 (0.34%) IaaS
11 1 (0.17%) Adobe Analytics
11 1 (0.17%) Amazon EC2
11 1 (0.17%) IBM Cloud
11 1 (0.17%) Office 365
11 1 (0.17%) SoftLayer
Communications & Networking
1 18 (3.02%) Internet
2 3 (0.50%) SSL
3 2 (0.34%) Broadband
3 2 (0.34%) Skype
4 1 (0.17%) CTI
4 1 (0.17%) FTP
4 1 (0.17%) LAN
4 1 (0.17%) TCP/IP
4 1 (0.17%) WAN
Database & Business Intelligence
1 194 (32.55%) Data Warehouse
2 188 (31.54%) Big Data
3 127 (21.31%) Hadoop
4 85 (14.26%) NoSQL
5 81 (13.59%) SQL Server
6 70 (11.74%) Relational Database
7 52 (8.72%) RDBMS
8 48 (8.05%) Amazon Redshift
9 45 (7.55%) SQL Server Integration Services
10 36 (6.04%) SQL Server Reporting Services
11 34 (5.70%) Apache Hive
12 32 (5.37%) GIS
13 31 (5.20%) BusinessObjects
14 29 (4.87%) QlikView
15 27 (4.53%) MySQL
16 25 (4.19%) MongoDB
17 23 (3.86%) Data Mart
18 21 (3.52%) SQL Server Analysis Services
19 19 (3.19%) Data Mining
20 16 (2.68%) Star Schema
Development Applications
1 47 (7.89%) ERwin
2 15 (2.52%) Talend Open Studio
3 6 (1.01%) Eclipse
3 6 (1.01%) Visual Studio
3 6 (1.01%) XMLSpy
4 4 (0.67%) JIRA
5 3 (0.50%) Subversion
6 2 (0.34%) Team Foundation Server
7 1 (0.17%) Cucumber
7 1 (0.17%) Git (software)
7 1 (0.17%) JUnit
7 1 (0.17%) Mockito
7 1 (0.17%) PowerBuilder
7 1 (0.17%) TestNG
7 1 (0.17%) Visual Studio Tools for Office
General
1 226 (37.92%) Finance
2 85 (14.26%) Banking
2 85 (14.26%) Retail
3 40 (6.71%) Marketing
4 36 (6.04%) Investment Banking
5 23 (3.86%) Back Office
6 20 (3.36%) Telecoms
7 16 (2.68%) Advertising
7 16 (2.68%) Games
8 10 (1.68%) Financial Institution
8 10 (1.68%) Front Office
8 10 (1.68%) Manufacturing
9 9 (1.51%) Legal
9 9 (1.51%) Pharmaceutical
10 7 (1.17%) Military
11 6 (1.01%) Local Government
12 5 (0.84%) Law
12 5 (0.84%) Online Betting
13 4 (0.67%) Publishing
13 4 (0.67%) Retail Banking
Job Titles
1 348 (58.39%) Architect
2 252 (42.28%) Data Architect
3 100 (16.78%) Solutions Architect
4 73 (12.25%) Developer
5 41 (6.88%) Big Data Architect
6 37 (6.21%) SOA Architect
7 35 (5.87%) Enterprise Architect
8 31 (5.20%) Enterprise Data Architect
9 29 (4.87%) Head of Architecture
9 29 (4.87%) Head of Data Architecture
10 24 (4.03%) Senior Architect
11 23 (3.86%) ETL Architect
12 22 (3.69%) Analyst
12 22 (3.69%) Data Engineer
13 21 (3.52%) E-Commerce Architect
13 21 (3.52%) E-Commerce Solution Architect
13 21 (3.52%) ERP Architect
13 21 (3.52%) SAP Architect
13 21 (3.52%) SAP Solutions Architect
14 19 (3.19%) SQL Developer
Libraries, Frameworks & Software Standards
1 23 (3.86%) .NET
1 23 (3.86%) Kafka
2 22 (3.69%) XML
3 19 (3.19%) CSS
3 19 (3.19%) HTML
3 19 (3.19%) Web Services
4 17 (2.85%) JSON
5 16 (2.68%) jQuery
6 12 (2.01%) LAMP
7 10 (1.68%) Doctrine
7 10 (1.68%) Node.js
8 9 (1.51%) Oracle Fusion
9 8 (1.34%) Ajax
9 8 (1.34%) REST
9 8 (1.34%) SOAP
10 7 (1.17%) AngularJS
10 7 (1.17%) MDX
10 7 (1.17%) Middleware
10 7 (1.17%) RESTful
10 7 (1.17%) Spring
Miscellaneous
1 115 (19.30%) Analytical Skills
2 110 (18.46%) Data Integration
3 80 (13.42%) Computer Science
4 63 (10.57%) Visualisation
5 62 (10.40%) Management Information System
6 23 (3.86%) Reference Data
7 21 (3.52%) Enterprise Software
8 17 (2.85%) Credit Risk
8 17 (2.85%) Data Structures
9 15 (2.52%) Algorithms
10 14 (2.35%) User Experience
11 13 (2.18%) Fintech
11 13 (2.18%) Online Games
11 13 (2.18%) Taxonomies
12 9 (1.51%) Blockchain
12 9 (1.51%) Ontologies
13 7 (1.17%) SWIFT
14 6 (1.01%) Mathematics
15 5 (0.84%) Derivative
15 5 (0.84%) iPad
Operating Systems
1 22 (3.69%) Linux
2 6 (1.01%) Windows
3 5 (0.84%) Windows Server 2008
3 5 (0.84%) Windows Server 2012
Processes & Methodologies
1 244 (40.94%) Data Modelling
2 209 (35.07%) Business Intelligence
3 204 (34.23%) Analytics
4 199 (33.39%) ETL
5 180 (30.20%) Data Management
6 119 (19.97%) Data Governance
7 118 (19.80%) Agile Software Development
8 104 (17.45%) Master Data Management
9 88 (14.77%) Data Analytics
10 85 (14.26%) TOGAF
11 83 (13.93%) E-Commerce
12 77 (12.92%) SOA
13 70 (11.74%) SDLC
14 62 (10.40%) Information Architecture
15 59 (9.90%) CRM
15 59 (9.90%) Migration
16 52 (8.72%) Logical Data Model
17 48 (8.05%) Mentoring
18 46 (7.72%) Open Source
19 45 (7.55%) Enterprise Architecture
Programming Languages
1 149 (25.00%) SQL
2 83 (13.93%) Java
3 55 (9.23%) Python
4 35 (5.87%) JavaScript
5 25 (4.19%) PHP
5 25 (4.19%) Scala
5 25 (4.19%) T-SQL
6 23 (3.86%) R
7 16 (2.68%) C#
8 12 (2.01%) C
9 9 (1.51%) VBA
10 6 (1.01%) PL/SQL
11 5 (0.84%) Go
12 4 (0.67%) Clojure
13 3 (0.50%) F#
13 3 (0.50%) Groovy
13 3 (0.50%) Haskell
13 3 (0.50%) SPARQL
13 3 (0.50%) VB
13 3 (0.50%) VB.NET
Qualifications
1 114 (19.13%) Degree
2 15 (2.52%) PhD
2 15 (2.52%) Postgraduate
3 6 (1.01%) CISA
3 6 (1.01%) CISM
3 6 (1.01%) CISSP
4 5 (0.84%) PMI Certification
5 2 (0.34%) OCMJEA
5 2 (0.34%) Sun Certification
6 1 (0.17%) CIMA
6 1 (0.17%) MBA
Quality Assurance & Compliance
1 151 (25.34%) Data Quality
2 17 (2.85%) QA
3 5 (0.84%) Dodd-Frank
3 5 (0.84%) MiFID
4 4 (0.67%) Basel III
5 2 (0.34%) SEPA
5 2 (0.34%) TARGET2
6 1 (0.17%) Actionable Recommendations
6 1 (0.17%) SLA
System Software
1 16 (2.68%) HDFS
2 13 (2.18%) Apache Flume
3 5 (0.84%) Virtual Machines
4 2 (0.34%) Apache ZooKeeper
4 2 (0.34%) GridGain
5 1 (0.17%) Docker
5 1 (0.17%) Oracle RAC
Systems Management
1 3 (0.50%) Oozie
Vendors
1 111 (18.62%) Oracle
2 76 (12.75%) Microsoft
3 58 (9.73%) SAP
4 48 (8.05%) Tableau
5 38 (6.38%) Informatica
6 29 (4.87%) Teradata
7 22 (3.69%) IBM
8 21 (3.52%) hybris
9 16 (2.68%) Google
10 15 (2.52%) Talend
11 14 (2.35%) Cloudera
11 14 (2.35%) Vertica
12 13 (2.18%) Netezza
13 12 (2.01%) ParAccel
13 12 (2.01%) Salesforce.com
14 11 (1.85%) Actimize
15 10 (1.68%) Ab Initio
15 10 (1.68%) Zend
16 9 (1.51%) Cognos
17 8 (1.34%) Trillium
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £90000 per annum
Posted: 2 days ago
West London
Third Republic Ltd
Salary: Up to £85,000 per annum
Posted: 2 days ago
London
Networkers
Salary: £60000 - £70000 per annum + Excellent Benefits Package
Posted: 2 days ago
London
Lifecycle Resources Ltd
Salary: bonus and benefits
Posted: Yesterday
London
Informatiq Consulting
Salary: £60000 - £80000 per annum + car allowance, pension
Posted: 5 days ago
City, London
Adteq
Salary: From £85,000 to £110,000 per annum Base to £100k plus allowance plus b
Posted: 4 days ago
London
Lifecycle Resources Ltd
Salary: bonus and benefits
Posted: Yesterday
London
Oliver Bernard
Salary: £55000 - £65000 per annum
Posted: Yesterday
City, London
Sopra Steria Recruitment
Salary: From £65,000 to £65,000 per annum
Posted: 5 days ago
London
Optima Connections
Salary: From £65,000 to £80,000 per annum + Bonus + Benefits
Posted: 3 days ago
London
Coal IT Services
Salary: From £70,000 to £82,000 per annum + Bonus + Excellent Benefits
Posted: 3 days ago
London
onezeero.
Salary: £70000 - £82000 per annum + bonus + package
Posted: 3 days ago
City of London
Michael Page Technology
Salary: £50000 - £55000 per annum + benefits
Posted: 7 days ago
London
Ampersand Consulting
Salary: £75000 per annum + Fantastic Benefits
Posted: 8 days ago
London
Coburg Banks IT
Salary: £80000 - £90000 per annum + 15% Bonus plus excellent benefits
Posted: 3 days ago
London
McGregor Boyall
Salary: £80000 - £95000 per annum
Posted: 5 days ago
London
Churchill Frank
Salary: £70000 - £100000 per annum + bonus, benefits, pension
Posted: 11 days ago
London
Asgard ERP Limited
Salary: Up to £70,000 per annum (£85k package inc Bonus & Benefits)
Posted: 3 days ago
London
360 Resourcing Solutions .
Salary: Highly Competitive Salary
Posted: 16 days ago
City of London
TDA Group
Salary: £85000 - £100000 per annum + Bonus
Posted: 25 days ago
London
Hays London City Cheapside
Salary: £75000.00 - £85000.00 per annum + bonus and benefits
Posted: 19 days ago
London
OHO Group Ltd.
Salary: £50000 - £70000 per annum
Posted: 25 days ago