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 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Architecture
England / London
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 393 389 358
Rank change year-on-year -4 -31  
Permanent jobs citing Data Architecture 235 265 385
As % of all permanent IT jobs advertised in London 0.64% 0.66% 0.86%
As % of the Processes & Methodologies category 0.70% 0.73% 0.96%
Number of salaries quoted 168 205 302
Median salary £77,500 £72,500 £75,000
Median salary % change year-on-year +6.89% -3.33%  
90% offered a salary of more than £51,750 £52,500 £55,000
10% offered a salary of more than £105,000 £100,000 £87,500
UK excluding London median salary £57,000 £57,500 £55,000
% change year-on-year -0.86% +4.54%  

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 33344 36271 39963
As % of all permanent IT job vacancies advertised in London 91.04% 90.64% 89.00%
Number of salaries quoted 26631 31401 33562
Median salary £61,500 £60,000 £57,500
Median salary % change year-on-year +2.50% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 23 June 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 23 June 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 +8 22 £68,250 +3.01% 6
Bromley - 6 £80,000 -
Kingston Upon Thames - 2 £49,943 -
Hillingdon - 2 - -
Mayfair - 2 £100,000 -
Data Architecture
England

For the 6 months to 23 June 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.

1 215 (42.41%) Data Modelling
2 186 (36.69%) Finance
3 161 (31.76%) Analytics
4 141 (27.81%) Big Data
5 139 (27.42%) Agile Software Development
6 136 (26.82%) SQL
7 132 (26.04%) Data Warehouse
8 130 (25.64%) Business Intelligence
9 117 (23.08%) Migration
10 113 (22.29%) Data Management
11 102 (20.12%) Hadoop
12 101 (19.92%) Enterprise Architecture
13 96 (18.93%) Java
13 96 (18.93%) Analytical Skills
14 84 (16.57%) ETL
15 82 (16.17%) Degree
16 79 (15.58%) Amazon AWS
16 79 (15.58%) Data Migration
16 79 (15.58%) Python
16 79 (15.58%) Microsoft
17 75 (14.79%) Mentoring
18 74 (14.60%) Retail
18 74 (14.60%) Data Quality
19 73 (14.40%) Stakeholder Management
19 73 (14.40%) SOA
20 72 (14.20%) TOGAF
21 69 (13.61%) Scrum
22 68 (13.41%) Management Information System
22 68 (13.41%) SQL Server
22 68 (13.41%) Data Governance

Data Architecture
Co-occurring 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 65 (12.82%) Apache Spark
2 36 (7.10%) Apache
2 36 (7.10%) CMS
3 33 (6.51%) SAS
4 32 (6.31%) Apache Solr
5 28 (5.52%) Elasticsearch
6 19 (3.75%) Mule
6 19 (3.75%) nginx
6 19 (3.75%) SharePoint
7 15 (2.96%) MS Exchange
8 14 (2.76%) JBoss
8 14 (2.76%) Sitecore CMS
8 14 (2.76%) Tomcat
9 11 (2.17%) WebLogic
10 9 (1.78%) Oracle SOA Suite
11 6 (1.18%) Adobe Experience Manager
11 6 (1.18%) Apache Pig
11 6 (1.18%) Mule ESB
11 6 (1.18%) SharePoint 2010
11 6 (1.18%) Skype for Business
Applications
1 39 (7.69%) Microsoft Excel
2 18 (3.55%) Microsoft Office
3 11 (2.17%) Spreadsheet
4 8 (1.58%) MS Visio
5 4 (0.79%) Microsoft PowerPoint
5 4 (0.79%) Microsoft Project
6 1 (0.20%) Adobe Illustrator
6 1 (0.20%) Gephi
6 1 (0.20%) Photoshop
Business Applications
1 13 (2.56%) Dynamics CRM
2 7 (1.38%) SAP ECC
2 7 (1.38%) SAP ERP
2 7 (1.38%) SAP HR
2 7 (1.38%) SAP Hybris
2 7 (1.38%) SAP MDM
3 5 (0.99%) Salesforce.com CRM
4 4 (0.79%) Dynamics AX
4 4 (0.79%) Markit EDM
5 2 (0.39%) Oracle Retail
6 1 (0.20%) Oracle EBS
6 1 (0.20%) Temenos Globus
Cloud Services
1 79 (15.58%) Amazon AWS
2 47 (9.27%) SaaS
3 29 (5.72%) IaaS
4 28 (5.52%) Microsoft Azure
5 27 (5.33%) PaaS
6 19 (3.75%) GitHub
7 12 (2.37%) Google Cloud Platform
8 8 (1.58%) Cloud Computing
8 8 (1.58%) Yammer
9 5 (0.99%) Amazon EMR
9 5 (0.99%) Amazon Kinesis
10 2 (0.39%) Amazon EC2
10 2 (0.39%) Amazon S3
11 1 (0.20%) Adobe Analytics
11 1 (0.20%) Amazon SQS
11 1 (0.20%) Bluemix
11 1 (0.20%) Force.com
11 1 (0.20%) Google Analytics
11 1 (0.20%) Heroku
11 1 (0.20%) IBM Cloud
Communications & Networking
1 16 (3.16%) Firewall
1 16 (3.16%) LAN
1 16 (3.16%) WAN
2 15 (2.96%) SAN
3 11 (2.17%) Ethernet
3 11 (2.17%) NAS
4 6 (1.18%) Skype
5 5 (0.99%) MPLS
5 5 (0.99%) VoIP
6 4 (0.79%) BIG-IP
6 4 (0.79%) Cisco Nexus
6 4 (0.79%) Internet
6 4 (0.79%) Wireless
7 3 (0.59%) Kerberos
8 1 (0.20%) ATM
8 1 (0.20%) DHCP
8 1 (0.20%) DNS
8 1 (0.20%) PPP
8 1 (0.20%) VPN
8 1 (0.20%) WLAN
Database & Business Intelligence
1 141 (27.81%) Big Data
2 132 (26.04%) Data Warehouse
3 102 (20.12%) Hadoop
4 68 (13.41%) NoSQL
4 68 (13.41%) SQL Server
5 40 (7.89%) Apache Hive
5 40 (7.89%) MongoDB
6 36 (7.10%) Relational Database
7 31 (6.11%) MySQL
8 28 (5.52%) Amazon Redshift
8 28 (5.52%) SQL Server Integration Services
9 27 (5.33%) QlikView
10 26 (5.13%) RDBMS
11 17 (3.35%) Apache Cassandra
11 17 (3.35%) Data Mining
12 16 (3.16%) OLAP
12 16 (3.16%) SQL Server Reporting Services
12 16 (3.16%) Sqoop
13 13 (2.56%) BusinessObjects
14 12 (2.37%) PostgreSQL
Development Applications
1 24 (4.73%) ERwin
2 19 (3.75%) Git (software)
2 19 (3.75%) Hudson
2 19 (3.75%) Jenkins
2 19 (3.75%) JIRA
3 15 (2.96%) Talend Open Studio
4 10 (1.97%) Visual Studio Tools for Office
5 4 (0.79%) PowerBuilder
6 3 (0.59%) Visual Studio
7 1 (0.20%) Dreamweaver
7 1 (0.20%) Eclipse
7 1 (0.20%) MagicDraw
7 1 (0.20%) NUnit
7 1 (0.20%) Oracle APEX
7 1 (0.20%) ReSharper
7 1 (0.20%) SQL Server Management Studio (SSMS)
7 1 (0.20%) TeamCity
7 1 (0.20%) XMLSpy
General
1 186 (36.69%) Finance
2 74 (14.60%) Retail
3 48 (9.47%) Marketing
4 41 (8.09%) Banking
5 30 (5.92%) Advertising
6 26 (5.13%) Legal
7 16 (3.16%) Investment Banking
8 9 (1.78%) Telecoms
9 8 (1.58%) Back Office
10 7 (1.38%) Front Office
10 7 (1.38%) Games
11 2 (0.39%) Aerospace
11 2 (0.39%) Law
11 2 (0.39%) Manufacturing
12 1 (0.20%) Financial Institution
12 1 (0.20%) General Ledger
12 1 (0.20%) German Language
12 1 (0.20%) Music Industry
12 1 (0.20%) Private Banking
12 1 (0.20%) Wholesale Banking
Job Titles
1 278 (54.83%) Architect
2 185 (36.49%) Data Architect
3 68 (13.41%) Developer
4 57 (11.24%) Enterprise Architect
5 48 (9.47%) Enterprise Data Architect
6 43 (8.48%) Solutions Architect
7 39 (7.69%) Data Scientist
8 35 (6.90%) Data Engineer
9 30 (5.92%) E-Commerce Architect
10 29 (5.72%) Big Data Architect
11 26 (5.13%) C# Developer
12 20 (3.94%) Senior Developer
13 19 (3.75%) Information Architect
14 18 (3.55%) Analyst
14 18 (3.55%) Lead Developer
15 16 (3.16%) Senior Data Scientist
15 16 (3.16%) SQL Developer
16 15 (2.96%) Oracle Architect
17 14 (2.76%) Systems Developer
18 13 (2.56%) Database Architect
Libraries, Frameworks & Software Standards
1 52 (10.26%) .NET
2 49 (9.66%) AngularJS
3 35 (6.90%) HTML
4 32 (6.31%) ASP.NET
5 31 (6.11%) Ajax
5 31 (6.11%) XML
6 27 (5.33%) Kafka
7 25 (4.93%) ASP.NET MVC
8 21 (4.14%) Middleware
9 20 (3.94%) HTML5
9 20 (3.94%) Spring
10 19 (3.75%) Hibernate
11 17 (3.35%) Twitter Bootstrap
12 16 (3.16%) Web Services
13 14 (2.76%) JSON
13 14 (2.76%) Lucene
14 13 (2.56%) LAMP
15 12 (2.37%) Angular 2
15 12 (2.37%) CSS
15 12 (2.37%) Node.js
Miscellaneous
1 96 (18.93%) Analytical Skills
2 68 (13.41%) Management Information System
3 60 (11.83%) Computer Science
4 46 (9.07%) Data Structures
5 32 (6.31%) Greenfield Project
6 31 (6.11%) Algorithms
7 24 (4.73%) Enterprise Software
8 20 (3.94%) Blog
8 20 (3.94%) Data Centre
9 14 (2.76%) User Experience
10 11 (2.17%) Derivative
10 11 (2.17%) Enterprise Storage
10 11 (2.17%) Equities
10 11 (2.17%) Reference Data
11 10 (1.97%) Foreign Exchange (FX)
12 9 (1.78%) Hybrid Cloud
13 8 (1.58%) Fintech
14 7 (1.38%) IVR
14 7 (1.38%) Social Media
15 6 (1.18%) NHS
Operating Systems
1 63 (12.43%) Linux
2 23 (4.54%) Windows
3 19 (3.75%) Unix
4 15 (2.96%) Oracle Linux
4 15 (2.96%) Solaris
5 3 (0.59%) Mac OS X
6 1 (0.20%) Windows Server
Processes & Methodologies
1 215 (42.41%) Data Modelling
2 161 (31.76%) Analytics
3 139 (27.42%) Agile Software Development
4 130 (25.64%) Business Intelligence
5 117 (23.08%) Migration
6 113 (22.29%) Data Management
7 101 (19.92%) Enterprise Architecture
8 84 (16.57%) ETL
9 79 (15.58%) Data Migration
10 75 (14.79%) Mentoring
11 73 (14.40%) SOA
11 73 (14.40%) Stakeholder Management
12 72 (14.20%) TOGAF
13 69 (13.61%) Scrum
14 68 (13.41%) Data Governance
15 66 (13.02%) Master Data Management
16 64 (12.62%) Open Source
17 60 (11.83%) Data Analysis
18 56 (11.05%) CRM
18 56 (11.05%) Data Integration
Programming Languages
1 136 (26.82%) SQL
2 96 (18.93%) Java
3 79 (15.58%) Python
4 52 (10.26%) R
5 51 (10.06%) JavaScript
6 49 (9.66%) C#
7 41 (8.09%) Scala
8 19 (3.75%) Groovy
9 18 (3.55%) T-SQL
10 17 (3.35%) C
11 13 (2.56%) VBA
12 11 (2.17%) C++
12 11 (2.17%) MATLAB
13 7 (1.38%) PHP
14 4 (0.79%) VB
15 2 (0.39%) Perl
15 2 (0.39%) VB.NET
16 1 (0.20%) Apex Code
16 1 (0.20%) PL/SQL
16 1 (0.20%) PowerShell
Qualifications
1 82 (16.17%) Degree
2 33 (6.51%) PhD
3 16 (3.16%) Postgraduate
3 16 (3.16%) Security Cleared
4 13 (2.56%) DV Cleared
5 11 (2.17%) SC Cleared
6 6 (1.18%) Cisco Certification
6 6 (1.18%) Computer Science Degree
6 6 (1.18%) OCMJEA
6 6 (1.18%) Sun Certification
7 5 (0.99%) Master's Degree
7 5 (0.99%) Numerate Degree
8 4 (0.79%) PMI Certification
9 3 (0.59%) APMP
9 3 (0.59%) Microsoft Certification
9 3 (0.59%) PMP
10 2 (0.39%) CCNA
10 2 (0.39%) MCSE
11 1 (0.20%) CCDA
11 1 (0.20%) MCSD
Quality Assurance & Compliance
1 74 (14.60%) Data Quality
2 29 (5.72%) QA
3 26 (5.13%) GDPR
4 11 (2.17%) MiFID
5 7 (1.38%) Dodd-Frank
6 6 (1.18%) EMIR
6 6 (1.18%) PCI DSS
7 4 (0.79%) GCP
7 4 (0.79%) Solvency II
8 3 (0.59%) P3O
9 2 (0.39%) SLA
10 1 (0.20%) Basel III
10 1 (0.20%) FATCA
10 1 (0.20%) ISO/IEC 27001
System Software
1 17 (3.35%) Apache Flume
2 16 (3.16%) Active Directory
2 16 (3.16%) VMware Infrastructure
3 15 (2.96%) Virtual Machines
4 12 (2.37%) HDFS
5 2 (0.39%) Docker
6 1 (0.20%) vCloud
Systems Management
1 18 (3.55%) Control-M
2 4 (0.79%) BladeLogic
2 4 (0.79%) Kibana
2 4 (0.79%) Oracle Enterprise Manager
3 2 (0.39%) Oozie
4 1 (0.20%) Cisco CUCM
4 1 (0.20%) Cisco Prime
4 1 (0.20%) Failover Clustering
4 1 (0.20%) FortiGate
4 1 (0.20%) vRealize
Vendors
1 79 (15.58%) Microsoft
2 65 (12.82%) Oracle
3 27 (5.33%) Tableau
4 24 (4.73%) Cognizant
5 20 (3.94%) Cisco
6 18 (3.55%) Cognos
7 17 (3.35%) Informatica
7 17 (3.35%) VMware
8 15 (2.96%) Cloudera
8 15 (2.96%) Google
8 15 (2.96%) Salesforce.com
8 15 (2.96%) SAP
8 15 (2.96%) Talend
9 14 (2.76%) Sitecore
9 14 (2.76%) Teradata
10 13 (2.56%) MuleSoft
11 12 (2.37%) Alteryx
11 12 (2.37%) IBM
11 12 (2.37%) RapidMiner
12 11 (2.17%) BEA
London
Venturi
Salary: £55000.00 - £80000.00 per annum + company benefits
Posted: 18 hours ago
London
Digitech Resourcing Ltd
Salary: From £70,000 to £90,000 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £70k - £90k base + 5k sign on
Posted: 2 days ago
City, London
Venturi
Salary: £50000 - £55000 per annum + bonus+full bens
Posted: 17 hours ago
City, London
Harrington Starr
Salary: £70000 - £80000 per annum + plus package
Posted: 5 days ago
East London
Cognizant
Salary: Competitive
Posted: 3 days ago
East London
Lorien Resourcing
Salary: £100000 - £115000 per annum + Car Allow + Bonus + Benefits
Posted: 3 days ago
London
Cognizant
Salary: Unspecified Market Standards
Posted: 2 days ago
City, London
Big Wednesday Digital Ltd
Salary: £50000 - £65000 per annum + Negotiable
Posted: 4 days ago
London
Salt
Salary: £80000.00 - £100000.00 per annum + stock options
Posted: 4 days ago
London
Understanding Recruitment
Salary: £0.00 per annum
Posted: 3 days ago
Croydon, Surrey
People Source Consulting
Salary: £500 - £600 per day
Posted: 2 days ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 4 days ago
London
Hays London City Cheapside
Salary: £90000.00 - £110000.00 per annum
Posted: 14 days ago
East London
Mint
Salary: £75000 - £85000 per annum + Additional Benefits
Posted: 23 days ago
London
Cognizant
Posted: 21 days ago