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 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Data Architecture
England / London
Rank 333 341 394
Rank change year-on-year
+8 +53
Permanent jobs citing Data Architecture 263 349 271
As % of all permanent IT jobs located in London 0.79% 0.85% 0.65%
As % of the Processes & Methodologies category 0.88% 0.96% 0.75%
Number of salaries quoted 219 305 208
Median salary £75,000 £75,000 £70,000
Median salary % change year-on-year
- +7.14%
90% offered a salary of more than £50,000 £52,500 £50,000
10% offered a salary of more than £110,000 £100,000 £90,000
UK excluding London median salary £58,500 £62,500 £60,000
% change year-on-year
-6.40% +4.16%

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
29846 36490 36056
As % of all permanent IT jobs located in London 89.58% 88.69% 86.62%
Number of salaries quoted 25062 31154 30263
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 £40,000 £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 19 February 2017.

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 19 February 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 42 £110,000 +46.66% 6
Bromley - 4 - -
Canary Wharf -13 2 - -
Croydon - 1 - -
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in London

For the 6 months to 19 February 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.

1 241 (43.11%) Data Modelling
2 213 (38.10%) Finance
3 187 (33.45%) Analytics
4 172 (30.77%) Business Intelligence
5 162 (28.98%) Big Data
6 150 (26.83%) Data Warehouse
7 145 (25.94%) SQL
8 144 (25.76%) Data Management
9 131 (23.43%) Agile Software Development
10 124 (22.18%) Data Quality
11 115 (20.57%) Hadoop
12 111 (19.86%) ETL
13 109 (19.50%) Degree
14 107 (19.14%) Analytical Skills
15 99 (17.71%) Computer Science
16 95 (16.99%) Data Governance
16 95 (16.99%) Java
17 89 (15.92%) Retail
17 89 (15.92%) Master Data Management
18 87 (15.56%) E-Commerce
19 85 (15.21%) Oracle
20 80 (14.31%) Migration
21 79 (14.13%) Enterprise Architecture
22 78 (13.95%) Microsoft
23 76 (13.60%) SQL Server
24 74 (13.24%) TOGAF
25 73 (13.06%) Banking
25 73 (13.06%) CRM
25 73 (13.06%) Relational Database
26 72 (12.88%) Mentoring

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 61 (10.91%) Apache Spark
2 29 (5.19%) SAS
3 26 (4.65%) Apache
3 26 (4.65%) SharePoint
4 23 (4.11%) Elasticsearch
5 19 (3.40%) Apache Pig
6 13 (2.33%) CMS
7 8 (1.43%) SharePoint 2010
7 8 (1.43%) Sitecore CMS
7 8 (1.43%) Skype for Business
8 5 (0.89%) Oracle SOA Suite
9 4 (0.72%) Apache Solr
10 3 (0.54%) OpenStack
11 2 (0.36%) Apache Airflow
12 1 (0.18%) Adobe Experience Manager
12 1 (0.18%) Confluence
12 1 (0.18%) FileNet
12 1 (0.18%) SugarCRM
12 1 (0.18%) WordPress
Applications
1 56 (10.02%) MS Excel
2 23 (4.11%) MS Office
3 12 (2.15%) MS PowerPoint
4 9 (1.61%) Spreadsheet
5 7 (1.25%) SPSS
6 2 (0.36%) Mathematica
6 2 (0.36%) MS Visio
7 1 (0.18%) MS Project
7 1 (0.18%) Photoshop
Business Applications
1 26 (4.65%) SAP MDM
2 24 (4.29%) SAP ERP
3 22 (3.94%) SAP ECC
3 22 (3.94%) SAP HR
3 22 (3.94%) SAP Hybris
4 19 (3.40%) Dynamics CRM
5 6 (1.07%) Oracle EBS
5 6 (1.07%) SAP CRM
6 5 (0.89%) Dynamics AX
7 4 (0.72%) SAP MDG
8 3 (0.54%) Markit EDM
8 3 (0.54%) Oracle Retail
9 2 (0.36%) FastStats
10 1 (0.18%) FINCAD Analytics
10 1 (0.18%) IBM Operational Decision Manager
10 1 (0.18%) SAP Oil and Gas
Cloud Services
1 72 (12.88%) Amazon AWS
2 35 (6.26%) SaaS
3 16 (2.86%) Yammer
4 15 (2.68%) Microsoft Azure
5 13 (2.33%) Amazon EMR
6 12 (2.15%) Amazon S3
7 10 (1.79%) PaaS
8 9 (1.61%) IaaS
9 5 (0.89%) iPaaS
10 3 (0.54%) Amazon Kinesis
10 3 (0.54%) Google Cloud Platform
11 2 (0.36%) Amazon CloudWatch
11 2 (0.36%) Amazon SQS
11 2 (0.36%) AWS Lambda
11 2 (0.36%) Boomi
11 2 (0.36%) Google Analytics
12 1 (0.18%) Amazon EC2
12 1 (0.18%) Cloud Computing
Communications & Networking
1 16 (2.86%) Internet
2 8 (1.43%) Skype
3 3 (0.54%) SSL
4 2 (0.36%) FTP
5 1 (0.18%) LAN
5 1 (0.18%) TCP/IP
5 1 (0.18%) WAN
Database & Business Intelligence
1 162 (28.98%) Big Data
2 150 (26.83%) Data Warehouse
3 115 (20.57%) Hadoop
4 76 (13.60%) SQL Server
5 73 (13.06%) Relational Database
6 69 (12.34%) NoSQL
7 54 (9.66%) RDBMS
8 48 (8.59%) Amazon Redshift
8 48 (8.59%) Apache Hive
9 41 (7.33%) MySQL
10 35 (6.26%) SQL Server Integration Services
11 29 (5.19%) GIS
12 28 (5.01%) Data Mining
12 28 (5.01%) QlikView
13 25 (4.47%) MongoDB
14 21 (3.76%) SQL Server Reporting Services
15 20 (3.58%) BusinessObjects
16 18 (3.22%) Sqoop
17 14 (2.50%) HAWQ
18 13 (2.33%) Data Mart
Development Applications
1 43 (7.69%) ERwin
2 19 (3.40%) Talend Open Studio
3 9 (1.61%) Visual Studio Tools for Office
4 8 (1.43%) Visual Studio
5 7 (1.25%) Eclipse
5 7 (1.25%) XMLSpy
6 4 (0.72%) PowerBuilder
7 2 (0.36%) Team Foundation Server
8 1 (0.18%) MagicDraw
8 1 (0.18%) NUnit
8 1 (0.18%) ReSharper
8 1 (0.18%) TeamCity
General
1 213 (38.10%) Finance
2 89 (15.92%) Retail
3 73 (13.06%) Banking
4 53 (9.48%) Marketing
5 36 (6.44%) Advertising
6 30 (5.37%) Investment Banking
7 24 (4.29%) Back Office
8 13 (2.33%) Games
9 11 (1.97%) Financial Institution
10 10 (1.79%) Telecoms
11 8 (1.43%) Legal
12 5 (0.89%) Local Government
12 5 (0.89%) Online Betting
13 4 (0.72%) Front Office
13 4 (0.72%) Manufacturing
14 3 (0.54%) Law
14 3 (0.54%) Retail Banking
15 2 (0.36%) Military
16 1 (0.18%) Corporate Banking
16 1 (0.18%) Wholesale Banking
Job Titles
1 319 (57.07%) Architect
2 217 (38.82%) Data Architect
3 91 (16.28%) Solutions Architect
4 87 (15.56%) Developer
5 59 (10.55%) Enterprise Architect
6 50 (8.94%) Enterprise Data Architect
7 35 (6.26%) Big Data Architect
8 34 (6.08%) Data Engineer
9 31 (5.55%) Data Scientist
10 28 (5.01%) SOA Architect
11 27 (4.83%) E-Commerce Architect
11 27 (4.83%) E-Commerce Solution Architect
12 22 (3.94%) ERP Architect
12 22 (3.94%) Platform Architect
12 22 (3.94%) SAP Architect
12 22 (3.94%) SAP Solutions Architect
13 21 (3.76%) C# Developer
13 21 (3.76%) Senior Developer
14 19 (3.40%) Business Intelligence Developer
15 17 (3.04%) Systems Developer
Libraries, Frameworks & Software Standards
1 54 (9.66%) .NET
2 37 (6.62%) Kafka
3 32 (5.72%) Ajax
4 28 (5.01%) AngularJS
5 25 (4.47%) ASP.NET
6 24 (4.29%) LAMP
7 23 (4.11%) ASP.NET MVC
8 22 (3.94%) CSS
8 22 (3.94%) HTML
9 21 (3.76%) XML
10 19 (3.40%) jQuery
11 17 (3.04%) JSON
12 12 (2.15%) J2EE
13 11 (1.97%) Node.js
13 11 (1.97%) REST
13 11 (1.97%) Web Services
14 10 (1.79%) .NET Framework
14 10 (1.79%) Doctrine
15 9 (1.61%) SOAP
16 5 (0.89%) WSDL
Miscellaneous
1 107 (19.14%) Analytical Skills
2 99 (17.71%) Computer Science
3 64 (11.45%) Data Integration
4 59 (10.55%) Visualisation
5 46 (8.23%) Management Information System
6 31 (5.55%) Enterprise Software
7 21 (3.76%) Data Structures
7 21 (3.76%) Reference Data
8 16 (2.86%) Algorithms
8 16 (2.86%) Fintech
9 14 (2.50%) Credit Risk
10 13 (2.33%) Mathematics
11 11 (1.97%) Online Games
12 10 (1.79%) Artificial Intelligence
12 10 (1.79%) Derivative
13 9 (1.61%) Blockchain
13 9 (1.61%) Hybrid Cloud
13 9 (1.61%) Social Media
13 9 (1.61%) User Experience
14 8 (1.43%) Equities
Operating Systems
1 38 (6.80%) Linux
2 5 (0.89%) Unix
2 5 (0.89%) Windows
3 3 (0.54%) Windows Server 2008
3 3 (0.54%) Windows Server 2012
Processes & Methodologies
1 241 (43.11%) Data Modelling
2 187 (33.45%) Analytics
3 172 (30.77%) Business Intelligence
4 144 (25.76%) Data Management
5 131 (23.43%) Agile Software Development
6 111 (19.86%) ETL
7 95 (16.99%) Data Governance
8 89 (15.92%) Master Data Management
9 87 (15.56%) E-Commerce
10 80 (14.31%) Migration
11 79 (14.13%) Enterprise Architecture
12 74 (13.24%) TOGAF
13 73 (13.06%) CRM
14 72 (12.88%) Mentoring
15 66 (11.81%) Data Analytics
16 63 (11.27%) SOA
17 55 (9.84%) Data Migration
17 55 (9.84%) SDLC
18 54 (9.66%) Open Source
19 49 (8.77%) Information Architecture
Programming Languages
1 145 (25.94%) SQL
2 95 (16.99%) Java
3 71 (12.70%) Python
4 50 (8.94%) JavaScript
5 44 (7.87%) C#
6 43 (7.69%) R
7 40 (7.16%) Scala
8 18 (3.22%) C
9 15 (2.68%) VBA
10 14 (2.50%) PHP
11 11 (1.97%) T-SQL
12 5 (0.89%) Go
13 4 (0.72%) MATLAB
13 4 (0.72%) PL/SQL
14 3 (0.54%) C++
14 3 (0.54%) VB
14 3 (0.54%) VB.NET
15 2 (0.36%) F#
15 2 (0.36%) Haskell
15 2 (0.36%) PowerShell
Qualifications
1 109 (19.50%) Degree
2 40 (7.16%) PhD
3 32 (5.72%) Postgraduate
4 8 (1.43%) OCMJEA
4 8 (1.43%) Sun Certification
5 2 (0.36%) CISA
5 2 (0.36%) CISM
5 2 (0.36%) CISSP
6 1 (0.18%) APMP
6 1 (0.18%) AWS Certification
6 1 (0.18%) MCSD
6 1 (0.18%) MCSE
6 1 (0.18%) Microsoft Certification
6 1 (0.18%) PMI Certification
6 1 (0.18%) PMP
6 1 (0.18%) VCDX
Quality Assurance & Compliance
1 124 (22.18%) Data Quality
2 9 (1.61%) QA
3 5 (0.89%) Dodd-Frank
3 5 (0.89%) MiFID
4 4 (0.72%) Basel III
5 2 (0.36%) SEPA
5 2 (0.36%) TARGET2
6 1 (0.18%) P3O
System Software
1 27 (4.83%) HDFS
2 21 (3.76%) Apache Flume
3 3 (0.54%) Virtual Machines
4 2 (0.36%) Apache ZooKeeper
4 2 (0.36%) Docker
4 2 (0.36%) GridGain
5 1 (0.18%) vCloud
5 1 (0.18%) VMware Infrastructure
Systems Management
1 6 (1.07%) Oozie
2 2 (0.36%) Kibana
3 1 (0.18%) Failover Clustering
3 1 (0.18%) vRealize
Vendors
1 85 (15.21%) Oracle
2 78 (13.95%) Microsoft
3 39 (6.98%) SAP
4 25 (4.47%) Informatica
4 25 (4.47%) Teradata
5 22 (3.94%) hybris
6 20 (3.58%) Tableau
7 19 (3.40%) Talend
8 13 (2.33%) Cognos
9 11 (1.97%) Netezza
10 10 (1.79%) IBM
10 10 (1.79%) Zend
11 9 (1.61%) Trillium
12 8 (1.43%) Ab Initio
12 8 (1.43%) MicroStrategy
12 8 (1.43%) ParAccel
12 8 (1.43%) Sitecore
12 8 (1.43%) Vertica
13 7 (1.25%) Alteryx
13 7 (1.25%) Google
City, London
Harrington Starr
Salary: £65000 - £75000 per annum + plus package
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £100,000 plus package
Posted: 2 days ago
London
Arrows Group Ltd
Salary: £65000 - £80000 per annum + car allowance + bonus
Posted: 4 days ago
London
Venturi
Salary: £80000.00 - £90000.00 per annum + Bonus & Benefits
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 5 days ago
City, London
Understanding Recruitment
Salary: £60000 - £75000 per annum + benefits
Posted: 11 hours ago
London
Careerwise UK Limited
Salary: £90000 - £95000 per annum + benefits
Posted: 3 days ago
London
Arrows Group Ltd
Salary: £0.00 per annum
Posted: 5 days ago
London
TEKsystems
Salary: £90000 - £110000 per annum + bonus and benefits
Posted: 6 days ago
London
Oliver Bernard
Salary: £75000 - £85000 per annum
Posted: 5 days ago
London
UBS
Posted: 5 days ago
East London
Mane Contract Services Limited
Salary: £35000 - £45000 per annum + Beneifts
Posted: 5 days ago
City, London
Parallel Consulting
Salary: £70000 - £80000 per annum
Posted: 6 days ago
London
Harvey Nash plc
Salary: circa £90,000 base (higher for an exceptional candidate)
Posted: 5 days ago
Central London / West End
ClearCube Consulting
Salary: From £50,000 to £70,000 per annum + Benefits
Posted: 5 days ago
London
Cognizant
Salary: Competitive + Benefits
Posted: 3 days ago
London
Cognizant
Salary: Competitive + Benefits
Posted: 3 days ago
London
Computer Futures
Salary: £90000 per annum + competitive
Posted: 23 days ago
London
Ampersand Consulting
Salary: £75000 per annum + Fantastic Benefits
Posted: 20 days ago
London
Cognizant
Salary: Competitive
Posted: 6 days ago
London
Cognizant
Salary: From £80,000 to £110,000 per annum Competitive + Benefits
Posted: 9 days ago
Central London / West End
Reed Business Information Ltd
Salary: Generous + 20% + extensive benefits
Posted: 18 days ago