The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Data Architecture skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Architecture over the 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Architecture
England / London
Rank 333 326 383
Rank change year-on-year -7 +57  
Permanent jobs citing Data Architecture 268 378 292
As % of all permanent IT jobs advertised in London 0.81% 0.90% 0.69%
As % of the Processes & Methodologies category 0.89% 1.00% 0.79%
Number of salaries quoted 213 320 225
Median salary £76,000 £75,000 £75,000
Median salary % change year-on-year +1.33% -  
90% offered a salary of more than £55,000 £50,000 £55,000
10% offered a salary of more than £110,000 £100,000 £90,000
UK excluding London median salary £55,000 £57,500 £60,000
% change year-on-year -4.34% -4.16%  

Data Architecture is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 29951 37613 37019
As % of all permanent IT job vacancies advertised in London 90.17% 89.67% 87.64%
Number of salaries quoted 25087 32113 30860
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,879 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Architecture
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Data Architecture as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Architecture 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 in London.

Salary trend for Data Architecture in London

Data Architecture
Salary Histogram in London

The salary distribution of IT jobs citing Data Architecture in London over the 3 months to 26 March 2017.

Salary histogram for Data Architecture 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 26 March 2017. 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 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 +14 37 £83,750 +11.66% 5
Bromley - 3 - -
Canary Wharf -13 2 - -
Croydon - 1 - -
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in London

For the 6 months to 26 March 2017, 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.

1 221 (41.94%) Data Modelling
2 197 (37.38%) Finance
3 162 (30.74%) Analytics
4 151 (28.65%) Big Data
5 150 (28.46%) Business Intelligence
6 135 (25.62%) Data Warehouse
7 133 (25.24%) SQL
8 120 (22.77%) Agile Software Development
9 118 (22.39%) Data Management
10 104 (19.73%) Hadoop
11 101 (19.17%) Degree
12 93 (17.65%) Migration
12 93 (17.65%) Analytical Skills
13 92 (17.46%) Computer Science
14 90 (17.08%) Java
15 89 (16.89%) Data Quality
16 86 (16.32%) Enterprise Architecture
17 79 (14.99%) TOGAF
18 78 (14.80%) ETL
19 77 (14.61%) Oracle
19 77 (14.61%) SQL Server
20 76 (14.42%) Microsoft
20 76 (14.42%) Master Data Management
21 75 (14.23%) Python
22 74 (14.04%) Retail
23 72 (13.66%) Amazon AWS
23 72 (13.66%) Mentoring
24 70 (13.28%) Data Governance
25 69 (13.09%) E-Commerce
26 65 (12.33%) CRM

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 64 (12.14%) Apache Spark
2 30 (5.69%) SAS
3 26 (4.93%) Apache
4 25 (4.74%) Elasticsearch
4 25 (4.74%) SharePoint
5 16 (3.04%) CMS
6 12 (2.28%) Apache Pig
7 11 (2.09%) MS Exchange
8 10 (1.90%) Sitecore CMS
9 8 (1.52%) SharePoint 2010
9 8 (1.52%) Skype for Business
10 7 (1.33%) JBoss
10 7 (1.33%) Tomcat
10 7 (1.33%) WebLogic
11 5 (0.95%) Apache Solr
12 4 (0.76%) Oracle SOA Suite
13 3 (0.57%) Apache Airflow
14 2 (0.38%) Oracle Workflow
15 1 (0.19%) SugarCRM
15 1 (0.19%) WordPress
Applications
1 50 (9.49%) MS Excel
2 18 (3.42%) MS Office
3 10 (1.90%) Spreadsheet
4 4 (0.76%) MS Visio
5 3 (0.57%) MS PowerPoint
5 3 (0.57%) MS Project
6 1 (0.19%) Gephi
6 1 (0.19%) Photoshop
Business Applications
1 19 (3.61%) Dynamics CRM
2 17 (3.23%) SAP ERP
3 16 (3.04%) SAP ECC
3 16 (3.04%) SAP HR
3 16 (3.04%) SAP Hybris
3 16 (3.04%) SAP MDM
4 4 (0.76%) Dynamics AX
4 4 (0.76%) Markit EDM
5 3 (0.57%) Oracle Retail
6 1 (0.19%) FINCAD Analytics
6 1 (0.19%) Oracle EBS
6 1 (0.19%) SAP CRM
Cloud Services
1 72 (13.66%) Amazon AWS
2 48 (9.11%) SaaS
3 23 (4.36%) IaaS
3 23 (4.36%) PaaS
4 20 (3.80%) Microsoft Azure
5 16 (3.04%) Yammer
6 8 (1.52%) Amazon EMR
6 8 (1.52%) Amazon S3
7 4 (0.76%) Amazon Kinesis
7 4 (0.76%) Cloud Computing
8 2 (0.38%) Amazon CloudWatch
8 2 (0.38%) Amazon EC2
8 2 (0.38%) Amazon SQS
8 2 (0.38%) Boomi
9 1 (0.19%) Adobe Analytics
9 1 (0.19%) Google Analytics
9 1 (0.19%) Google Cloud Platform
9 1 (0.19%) iPaaS
Communications & Networking
1 12 (2.28%) Firewall
2 11 (2.09%) LAN
2 11 (2.09%) SAN
2 11 (2.09%) WAN
3 8 (1.52%) Internet
3 8 (1.52%) Skype
4 7 (1.33%) Ethernet
4 7 (1.33%) NAS
5 5 (0.95%) MPLS
6 4 (0.76%) BIG-IP
6 4 (0.76%) Cisco Nexus
6 4 (0.76%) VoIP
6 4 (0.76%) Wireless
7 3 (0.57%) SSL
8 2 (0.38%) FTP
9 1 (0.19%) DHCP
9 1 (0.19%) DNS
9 1 (0.19%) PPP
9 1 (0.19%) TCP/IP
9 1 (0.19%) VPN
Database & Business Intelligence
1 151 (28.65%) Big Data
2 135 (25.62%) Data Warehouse
3 104 (19.73%) Hadoop
4 77 (14.61%) SQL Server
5 65 (12.33%) Relational Database
6 59 (11.20%) NoSQL
7 45 (8.54%) RDBMS
8 44 (8.35%) Apache Hive
9 42 (7.97%) Amazon Redshift
10 36 (6.83%) MySQL
11 34 (6.45%) SQL Server Integration Services
12 22 (4.17%) GIS
12 22 (4.17%) MongoDB
13 21 (3.98%) SQL Server Reporting Services
14 18 (3.42%) Data Mining
14 18 (3.42%) QlikView
14 18 (3.42%) Sqoop
15 17 (3.23%) Data Mart
16 15 (2.85%) BusinessObjects
17 14 (2.66%) HAWQ
Development Applications
1 32 (6.07%) ERwin
2 15 (2.85%) Talend Open Studio
3 10 (1.90%) Visual Studio Tools for Office
4 7 (1.33%) Visual Studio
5 6 (1.14%) Eclipse
5 6 (1.14%) XMLSpy
6 4 (0.76%) PowerBuilder
7 2 (0.38%) Team Foundation Server
8 1 (0.19%) MagicDraw
8 1 (0.19%) NUnit
8 1 (0.19%) ReSharper
8 1 (0.19%) TeamCity
General
1 197 (37.38%) Finance
2 74 (14.04%) Retail
3 60 (11.39%) Banking
4 54 (10.25%) Marketing
5 40 (7.59%) Advertising
6 18 (3.42%) Back Office
6 18 (3.42%) Investment Banking
7 14 (2.66%) Legal
8 10 (1.90%) Financial Institution
9 9 (1.71%) Games
10 8 (1.52%) Telecoms
11 4 (0.76%) Law
12 3 (0.57%) Retail Banking
13 2 (0.38%) Manufacturing
13 2 (0.38%) Online Betting
14 1 (0.19%) Front Office
14 1 (0.19%) Local Government
14 1 (0.19%) Military
14 1 (0.19%) Music Industry
14 1 (0.19%) Wholesale Banking
Job Titles
1 302 (57.31%) Architect
2 193 (36.62%) Data Architect
3 87 (16.51%) Developer
4 83 (15.75%) Solutions Architect
5 52 (9.87%) Enterprise Architect
6 45 (8.54%) Enterprise Data Architect
7 35 (6.64%) Data Engineer
8 34 (6.45%) Data Scientist
9 29 (5.50%) Big Data Architect
10 25 (4.74%) C# Developer
10 25 (4.74%) Senior Developer
11 22 (4.17%) E-Commerce Architect
11 22 (4.17%) E-Commerce Solution Architect
12 20 (3.80%) Platform Architect
13 19 (3.61%) Business Intelligence Developer
13 19 (3.61%) Information Architect
13 19 (3.61%) SOA Architect
14 18 (3.42%) ERP Architect
14 18 (3.42%) Systems Developer
15 17 (3.23%) Lead Developer
Libraries, Frameworks & Software Standards
1 57 (10.82%) .NET
2 37 (7.02%) Ajax
3 35 (6.64%) Kafka
4 32 (6.07%) AngularJS
5 29 (5.50%) ASP.NET
6 27 (5.12%) ASP.NET MVC
7 22 (4.17%) LAMP
8 20 (3.80%) XML
9 19 (3.61%) CSS
9 19 (3.61%) HTML
10 18 (3.42%) jQuery
11 17 (3.23%) Middleware
12 13 (2.47%) JSON
13 10 (1.90%) J2EE
13 10 (1.90%) Node.js
14 9 (1.71%) .NET Framework
14 9 (1.71%) REST
14 9 (1.71%) Web Services
15 8 (1.52%) Doctrine
16 7 (1.33%) Oracle Fusion
Miscellaneous
1 93 (17.65%) Analytical Skills
2 92 (17.46%) Computer Science
3 45 (8.54%) Management Information System
4 33 (6.26%) Enterprise Software
5 29 (5.50%) Data Structures
6 26 (4.93%) Algorithms
7 20 (3.80%) Data Centre
8 18 (3.42%) Fintech
9 14 (2.66%) Reference Data
10 11 (2.09%) Credit Risk
10 11 (2.09%) Derivative
11 10 (1.90%) Equities
11 10 (1.90%) Foreign Exchange (FX)
12 9 (1.71%) Hybrid Cloud
13 8 (1.52%) IVR
13 8 (1.52%) Mobile App
13 8 (1.52%) Social Media
14 7 (1.33%) Enterprise Storage
15 6 (1.14%) Online Games
15 6 (1.14%) User Experience
Operating Systems
1 45 (8.54%) Linux
2 20 (3.80%) Windows
3 16 (3.04%) Unix
4 11 (2.09%) Oracle Linux
4 11 (2.09%) Solaris
5 3 (0.57%) Windows Server 2008
5 3 (0.57%) Windows Server 2012
6 1 (0.19%) Mac OS X
Processes & Methodologies
1 221 (41.94%) Data Modelling
2 162 (30.74%) Analytics
3 150 (28.46%) Business Intelligence
4 120 (22.77%) Agile Software Development
5 118 (22.39%) Data Management
6 93 (17.65%) Migration
7 86 (16.32%) Enterprise Architecture
8 79 (14.99%) TOGAF
9 78 (14.80%) ETL
10 76 (14.42%) Master Data Management
11 72 (13.66%) Mentoring
12 70 (13.28%) Data Governance
13 69 (13.09%) E-Commerce
14 65 (12.33%) CRM
15 55 (10.44%) Data Migration
16 54 (10.25%) Data Integration
17 52 (9.87%) SOA
18 51 (9.68%) Stakeholder Management
19 47 (8.92%) Data Analysis
20 46 (8.73%) Data Analytics
Programming Languages
1 133 (25.24%) SQL
2 90 (17.08%) Java
3 75 (14.23%) Python
4 53 (10.06%) JavaScript
5 49 (9.30%) C#
6 43 (8.16%) R
7 37 (7.02%) Scala
8 15 (2.85%) C
8 15 (2.85%) T-SQL
9 10 (1.90%) VBA
10 9 (1.71%) PHP
11 6 (1.14%) C++
12 5 (0.95%) Go
13 4 (0.76%) MATLAB
13 4 (0.76%) VB
13 4 (0.76%) VB.NET
14 2 (0.38%) PowerShell
15 1 (0.19%) ES6
15 1 (0.19%) PL/SQL
15 1 (0.19%) SPARQL
Qualifications
1 101 (19.17%) Degree
2 43 (8.16%) PhD
3 31 (5.88%) Postgraduate
4 8 (1.52%) OCMJEA
4 8 (1.52%) Sun Certification
5 5 (0.95%) Cisco Certification
6 2 (0.38%) APMP
6 2 (0.38%) CISA
6 2 (0.38%) CISM
6 2 (0.38%) CISSP
6 2 (0.38%) PMI Certification
6 2 (0.38%) PMP
7 1 (0.19%) AWS Certification
7 1 (0.19%) CCDA
7 1 (0.19%) CCNA
7 1 (0.19%) DV Cleared
7 1 (0.19%) MCSD
7 1 (0.19%) MCSE
7 1 (0.19%) Microsoft Certification
7 1 (0.19%) Security Cleared
Quality Assurance & Compliance
1 89 (16.89%) Data Quality
2 8 (1.52%) GDPR
3 7 (1.33%) QA
4 5 (0.95%) MiFID
5 3 (0.57%) PCI DSS
6 2 (0.38%) Dodd-Frank
6 2 (0.38%) P3O
6 2 (0.38%) SEPA
6 2 (0.38%) TARGET2
7 1 (0.19%) Basel III
7 1 (0.19%) SLA
7 1 (0.19%) Solvency II
System Software
1 26 (4.93%) HDFS
2 20 (3.80%) Apache Flume
3 14 (2.66%) Virtual Machines
4 12 (2.28%) VMware Infrastructure
5 11 (2.09%) Active Directory
6 1 (0.19%) Docker
6 1 (0.19%) vCloud
Systems Management
1 14 (2.66%) Control-M
2 5 (0.95%) Oozie
3 4 (0.76%) BladeLogic
3 4 (0.76%) Oracle Enterprise Manager
4 3 (0.57%) Kibana
5 1 (0.19%) Cisco Prime
5 1 (0.19%) Failover Clustering
5 1 (0.19%) vRealize
Vendors
1 77 (14.61%) Oracle
2 76 (14.42%) Microsoft
3 21 (3.98%) SAP
4 19 (3.61%) Teradata
5 18 (3.42%) Informatica
6 16 (3.04%) Cisco
6 16 (3.04%) Cognizant
6 16 (3.04%) hybris
6 16 (3.04%) Tableau
7 15 (2.85%) Talend
8 13 (2.47%) Cognos
9 12 (2.28%) VMware
10 10 (1.90%) MicroStrategy
10 10 (1.90%) Sitecore
11 9 (1.71%) Netezza
12 8 (1.52%) Ab Initio
12 8 (1.52%) RapidMiner
12 8 (1.52%) Trillium
12 8 (1.52%) Zend
13 7 (1.33%) IBM
London
Durlston Partners
Salary: Up to £100,000 per annum + Bonus + Benefits
Posted: 1 hour ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 plus exceptional benefits package
Posted: 5 days ago
City, London
Testing Circle Ltd
Salary: £0.00 per annum
Posted: 3 days ago
London
onezeero.
Salary: £90000 - £110000 per annum
Posted: 3 days ago
City, London
Venturi
Salary: £65000 - £71500 per annum + benefits
Posted: 2 days ago
London
McGregor Boyall
Salary: £50000 - £70000.00 per annum
Posted: 5 days ago
Kingston Upon Thames, Surrey
Kingston University
Salary: £50,627 - 58,298 per year + Excellent Benefits
Posted: 4 days ago
London
Lifecycle Resources Ltd
Salary: bonus and benefits
Posted: Yesterday
London
McGregor Boyall
Salary: £75000 - £85000 per annum + Benefits
Posted: 6 days ago
London
Nicoll Curtin
Salary: £60000 - £75000 per annum + Bonus + Benefits
Posted: 5 days ago
London
McGregor Boyall
Salary: £130000 - £150000 per annum + Package & Bonus
Posted: 5 days ago
London
McGregor Boyall
Salary: £75000 - £85000 per annum + Benefits
Posted: 6 days ago
City, London
Accenture
Salary: Competitive
Posted: 18 days ago
London
Hays London City Cheapside
Salary: £75000.00 - £90000.00 per annum + bonus and benefits
Posted: 23 days ago
Central London / West End
Reed Business Information Ltd
Salary: Generous + 20% + extensive benefits
Posted: 25 days ago
North West London
Win Technologies
Posted: 17 days ago
London
Informa Business Intelligence
Salary: Competitive
Posted: 20 days ago
London
Cognizant
Salary: From £55,000 to £75,000 per annum Competitive + Benefits
Posted: 25 days ago