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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Data Architecture
England / London
Rank 350 369 404
Rank change year-on-year
+19 +35
Permanent jobs citing Data Architecture 243 302 248
As % of all permanent IT jobs located in London 0.73% 0.75% 0.60%
As % of the Processes & Methodologies category 0.82% 0.84% 0.70%
Number of salaries quoted 210 273 192
Median salary £75,000 £75,000 £65,000
Median salary % change year-on-year
- +15.38%
90% offered a salary of more than £50,000 £52,500 £48,550
10% offered a salary of more than £110,000 £100,000 £89,800
UK excluding London median salary £60,000 £65,000 £55,000
% change year-on-year
-7.69% +18.18%

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
29815 35851 35661
As % of all permanent IT jobs located in London 89.08% 88.48% 86.35%
Number of salaries quoted 25171 30627 30107
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 £39,000 £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 20 January 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 20 January 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 +17 43 £110,000 +46.66% 7
Bromley - 3 - -
Croydon - 2 £67,500 -
Canary Wharf -16 1 - -
Data Architecture
England

Data Architecture
Top 30 Related IT Skills in London

For the 6 months to 20 January 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.

1 228 (40.35%) Data Modelling
2 211 (37.35%) Finance
3 185 (32.74%) Analytics
4 181 (32.04%) Business Intelligence
5 164 (29.03%) Big Data
6 160 (28.32%) ETL
7 158 (27.96%) Data Warehouse
8 156 (27.61%) SQL
9 147 (26.02%) Data Management
10 131 (23.19%) Data Quality
11 124 (21.95%) Agile Software Development
12 118 (20.88%) Hadoop
13 111 (19.65%) Degree
14 104 (18.41%) Analytical Skills
15 100 (17.70%) Oracle
16 98 (17.35%) Data Governance
17 95 (16.81%) E-Commerce
18 94 (16.64%) Computer Science
19 88 (15.58%) Master Data Management
20 85 (15.04%) Microsoft
21 84 (14.87%) SQL Server
22 83 (14.69%) Java
23 82 (14.51%) Data Integration
24 81 (14.34%) TOGAF
25 79 (13.98%) Retail
25 79 (13.98%) CRM
26 76 (13.45%) Relational Database
27 74 (13.10%) NoSQL
28 73 (12.92%) Data Analytics
28 73 (12.92%) Banking

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 58 (10.27%) Apache Spark
2 29 (5.13%) SharePoint
3 28 (4.96%) Apache
4 23 (4.07%) SAS
5 22 (3.89%) Elasticsearch
6 19 (3.36%) Apache Pig
7 13 (2.30%) CMS
8 8 (1.42%) Sitecore CMS
8 8 (1.42%) Skype for Business
9 6 (1.06%) SharePoint 2010
10 4 (0.71%) Oracle SOA Suite
11 2 (0.35%) Adobe Experience Manager
11 2 (0.35%) Apache Solr
11 2 (0.35%) OpenStack
12 1 (0.18%) Alfresco
12 1 (0.18%) Confluence
12 1 (0.18%) FileNet
12 1 (0.18%) SugarCRM
12 1 (0.18%) WordPress
Applications
1 53 (9.38%) MS Excel
2 24 (4.25%) MS Office
3 16 (2.83%) MS PowerPoint
4 8 (1.42%) SPSS
5 6 (1.06%) Spreadsheet
6 3 (0.53%) Mathematica
7 2 (0.35%) Gephi
8 1 (0.18%) MS Visio
8 1 (0.18%) Photoshop
Business Applications
1 28 (4.96%) SAP MDM
2 24 (4.25%) Dynamics CRM
2 24 (4.25%) SAP ERP
3 22 (3.89%) SAP ECC
3 22 (3.89%) SAP HR
3 22 (3.89%) SAP hybris
4 11 (1.95%) Markit EDM
5 9 (1.59%) Dynamics AX
6 7 (1.24%) SAP CRM
7 6 (1.06%) Oracle EBS
8 2 (0.35%) FastStats
8 2 (0.35%) IBM Operational Decision Manager
9 1 (0.18%) FINCAD Analytics
9 1 (0.18%) Oracle Retail
9 1 (0.18%) SAP BPC
9 1 (0.18%) SAP Oil and Gas
9 1 (0.18%) SAP SD
Cloud Services
1 69 (12.21%) Amazon AWS
2 31 (5.49%) SaaS
3 17 (3.01%) Microsoft Azure
4 14 (2.48%) Amazon S3
5 13 (2.30%) Amazon EMR
5 13 (2.30%) Yammer
6 10 (1.77%) PaaS
7 9 (1.59%) iPaaS
8 8 (1.42%) IaaS
9 4 (0.71%) Google Cloud Platform
10 2 (0.35%) Amazon CloudWatch
10 2 (0.35%) Amazon SQS
10 2 (0.35%) AWS Lambda
10 2 (0.35%) Boomi
10 2 (0.35%) Google Analytics
11 1 (0.18%) Amazon Kinesis
11 1 (0.18%) IBM Cloud
11 1 (0.18%) Office 365
11 1 (0.18%) SoftLayer
Communications & Networking
1 18 (3.19%) Internet
2 8 (1.42%) Skype
3 3 (0.53%) SSL
4 2 (0.35%) FTP
5 1 (0.18%) CTI
5 1 (0.18%) LAN
5 1 (0.18%) TCP/IP
5 1 (0.18%) WAN
Database & Business Intelligence
1 164 (29.03%) Big Data
2 158 (27.96%) Data Warehouse
3 118 (20.88%) Hadoop
4 84 (14.87%) SQL Server
5 76 (13.45%) Relational Database
6 74 (13.10%) NoSQL
7 54 (9.56%) RDBMS
8 49 (8.67%) Amazon Redshift
9 48 (8.50%) SQL Server Integration Services
10 40 (7.08%) Apache Hive
11 39 (6.90%) MySQL
12 37 (6.55%) GIS
13 32 (5.66%) SQL Server Reporting Services
14 30 (5.31%) MongoDB
15 27 (4.78%) QlikView
16 25 (4.42%) Data Mining
17 23 (4.07%) BusinessObjects
18 17 (3.01%) SQL Server Analysis Services
19 15 (2.65%) Data Mart
20 14 (2.48%) Crystal Reports
Development Applications
1 48 (8.50%) ERwin
2 18 (3.19%) Talend Open Studio
3 9 (1.59%) Visual Studio
4 8 (1.42%) Eclipse
4 8 (1.42%) XMLSpy
5 6 (1.06%) Visual Studio Tools for Office
6 2 (0.35%) PowerBuilder
6 2 (0.35%) Team Foundation Server
7 1 (0.18%) NUnit
7 1 (0.18%) ReSharper
7 1 (0.18%) Subversion
7 1 (0.18%) TeamCity
General
1 211 (37.35%) Finance
2 79 (13.98%) Retail
3 73 (12.92%) Banking
4 50 (8.85%) Marketing
5 36 (6.37%) Investment Banking
6 29 (5.13%) Advertising
6 29 (5.13%) Back Office
7 14 (2.48%) Games
8 11 (1.95%) Financial Institution
9 10 (1.77%) Telecoms
10 9 (1.59%) Front Office
11 5 (0.88%) Law
11 5 (0.88%) Legal
11 5 (0.88%) Local Government
11 5 (0.88%) Online Betting
12 4 (0.71%) Manufacturing
13 3 (0.53%) Military
13 3 (0.53%) Retail Banking
14 2 (0.35%) Pharmaceutical
15 1 (0.18%) Publishing
Job Titles
1 326 (57.70%) Architect
2 226 (40.00%) Data Architect
3 103 (18.23%) Solutions Architect
4 89 (15.75%) Developer
5 47 (8.32%) Enterprise Architect
6 42 (7.43%) Enterprise Data Architect
7 38 (6.73%) Big Data Architect
8 36 (6.37%) SOA Architect
9 27 (4.78%) Data Engineer
10 25 (4.42%) E-Commerce Architect
10 25 (4.42%) E-Commerce Solution Architect
11 24 (4.25%) Platform Architect
12 22 (3.89%) ERP Architect
12 22 (3.89%) SAP Architect
12 22 (3.89%) SAP Solutions Architect
13 20 (3.54%) Data Scientist
13 20 (3.54%) ETL Architect
14 19 (3.36%) Business Intelligence Developer
14 19 (3.36%) SQL Developer
15 18 (3.19%) Analyst
Libraries, Frameworks & Software Standards
1 44 (7.79%) .NET
2 30 (5.31%) Kafka
3 25 (4.42%) LAMP
4 23 (4.07%) CSS
4 23 (4.07%) HTML
4 23 (4.07%) XML
5 22 (3.89%) Ajax
6 20 (3.54%) jQuery
7 19 (3.36%) AngularJS
8 18 (3.19%) JSON
9 15 (2.65%) ASP.NET
10 13 (2.30%) ASP.NET MVC
11 12 (2.12%) J2EE
11 12 (2.12%) Web Services
12 11 (1.95%) Doctrine
12 11 (1.95%) Node.js
13 10 (1.77%) .NET Framework
14 9 (1.59%) REST
15 8 (1.42%) SOAP
16 7 (1.24%) D3.js
Miscellaneous
1 104 (18.41%) Analytical Skills
2 94 (16.64%) Computer Science
3 82 (14.51%) Data Integration
4 58 (10.27%) Visualisation
5 53 (9.38%) Management Information System
6 28 (4.96%) Enterprise Software
7 20 (3.54%) Reference Data
8 17 (3.01%) Data Structures
9 16 (2.83%) Credit Risk
10 15 (2.65%) Algorithms
10 15 (2.65%) Fintech
11 13 (2.30%) Online Games
12 11 (1.95%) Mathematics
12 11 (1.95%) User Experience
13 9 (1.59%) Blockchain
13 9 (1.59%) IVR
13 9 (1.59%) Social Media
14 8 (1.42%) Hybrid Cloud
15 6 (1.06%) iPad
15 6 (1.06%) Mobile App
Operating Systems
1 36 (6.37%) Linux
2 6 (1.06%) Windows
3 5 (0.88%) Unix
3 5 (0.88%) Windows Server 2008
3 5 (0.88%) Windows Server 2012
Processes & Methodologies
1 228 (40.35%) Data Modelling
2 185 (32.74%) Analytics
3 181 (32.04%) Business Intelligence
4 160 (28.32%) ETL
5 147 (26.02%) Data Management
6 124 (21.95%) Agile Software Development
7 98 (17.35%) Data Governance
8 95 (16.81%) E-Commerce
9 88 (15.58%) Master Data Management
10 81 (14.34%) TOGAF
11 79 (13.98%) CRM
12 73 (12.92%) Data Analytics
13 69 (12.21%) SOA
14 66 (11.68%) Mentoring
15 65 (11.50%) Migration
15 65 (11.50%) SDLC
16 60 (10.62%) Enterprise Architecture
17 54 (9.56%) Open Source
18 48 (8.50%) Information Architecture
19 47 (8.32%) Logical Data Model
Programming Languages
1 156 (27.61%) SQL
2 83 (14.69%) Java
3 58 (10.27%) Python
4 45 (7.96%) JavaScript
5 36 (6.37%) R
6 33 (5.84%) C#
7 28 (4.96%) Scala
8 24 (4.25%) PHP
9 23 (4.07%) T-SQL
10 14 (2.48%) C
10 14 (2.48%) VBA
11 5 (0.88%) Go
11 5 (0.88%) PL/SQL
12 3 (0.53%) Clojure
12 3 (0.53%) F#
12 3 (0.53%) Haskell
12 3 (0.53%) Prolog
12 3 (0.53%) VB
12 3 (0.53%) VB.NET
13 2 (0.35%) PowerShell
Qualifications
1 111 (19.65%) Degree
2 30 (5.31%) PhD
3 25 (4.42%) Postgraduate
4 8 (1.42%) OCMJEA
4 8 (1.42%) Sun Certification
5 3 (0.53%) CISA
5 3 (0.53%) CISM
5 3 (0.53%) CISSP
6 2 (0.35%) PMI Certification
7 1 (0.18%) MBA
Quality Assurance & Compliance
1 131 (23.19%) Data Quality
2 8 (1.42%) QA
3 5 (0.88%) Dodd-Frank
3 5 (0.88%) MiFID
4 4 (0.71%) Basel III
5 2 (0.35%) SEPA
5 2 (0.35%) TARGET2
6 1 (0.18%) SLA
System Software
1 20 (3.54%) HDFS
2 16 (2.83%) Apache Flume
3 5 (0.88%) Virtual Machines
4 2 (0.35%) Apache ZooKeeper
4 2 (0.35%) Docker
4 2 (0.35%) GridGain
5 1 (0.18%) Oracle RAC
Systems Management
1 4 (0.71%) Oozie
2 1 (0.18%) Failover Clustering
Vendors
1 100 (17.70%) Oracle
2 85 (15.04%) Microsoft
3 46 (8.14%) SAP
4 30 (5.31%) Informatica
5 29 (5.13%) Teradata
6 24 (4.25%) Tableau
7 22 (3.89%) hybris
8 19 (3.36%) IBM
9 18 (3.19%) Talend
10 12 (2.12%) ParAccel
10 12 (2.12%) Vertica
11 11 (1.95%) Netezza
11 11 (1.95%) Zend
12 10 (1.77%) Ab Initio
12 10 (1.77%) Trillium
13 9 (1.59%) Sitecore
14 8 (1.42%) Actimize
14 8 (1.42%) Cloudera
15 7 (1.24%) Cognos
15 7 (1.24%) Google
London
Careerwise UK Limited
Salary: £70000 - £75000 per annum
Posted: Yesterday
London
Careerwise UK Limited
Salary: £70000 - £80000 per annum + bonus + car allowance + benefits
Posted: Yesterday
City, London
JM
Salary: £100000 - £120000 per annum + plus benefits and bonus package
Posted: 5 hours ago
City, London
Careerwise UK Limited
Salary: £70000 - £75000 per annum + benefits
Posted: Yesterday
City, London
JM
Salary: £100000 - £125000 per annum + Car, Benefits and Bonus Package
Posted: 5 hours ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 3 days ago
London
Engage PSG
Salary: £65000 - £75000 per annum + stock options
Posted: Yesterday
West London
Optima Connections
Salary: From £65,000 to £80,000 per annum + Bonus + Benefits
Posted: 4 days ago
London
Lifecycle Resources Ltd
Salary: bonus and benefits
Posted: 3 days ago
London
ClearCube Consulting
Salary: From £40,000 to £50,000 per annum + Benefits/Career Progression
Posted: 4 days ago
London
ClearCube Consulting
Salary: From £50,000 to £65,000 per annum
Posted: 4 days ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 4 days ago
City, London
Understanding Recruitment
Salary: £60000 - £75000 per annum + benefits
Posted: 5 days ago
South East London
HCA Hospitals
Salary: £35000 - £45000 per annum + Excellent bens incl. private health
Posted: 10 days ago
London
Huxley
Salary: £40000 - £50000 per annum + Excellent Benefits
Posted: 14 days ago
London
Hays London City Cheapside
Salary: £75000.00 - £90000.00 per annum + bonus and benefits
Posted: 17 days ago
Harrow, Middlesex
Microlease PLC
Salary: Negotiable
Posted: 11 days ago