Period
to 21 July 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 6 months to 21 July 2018 with a comparison to the same period in the previous 2 years.

Data Architecture
Central London > City of London
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 259 279 267
Rank change year-on-year +20 -12 +48
Permanent jobs citing Data Architecture 87 58 109
As % of all permanent IT jobs advertised in the City of London 0.78% 0.56% 0.80%
As % of the Processes & Methodologies category 0.85% 0.62% 0.88%
Number of salaries quoted 79 50 98
City of London median annual salary £70,000 £69,125 £72,000
Median salary % change year-on-year +1.27% -3.99% -4.00%
10th Percentile £44,700 £47,000 £51,250
90th Percentile £89,250 £115,125 £95,250
Central London median annual salary £69,000 £70,000 £72,500
% change year-on-year -1.43% -3.45% -3.33%

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

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 10,275 9,361 12,387
As % of all permanent IT jobs advertised in the City of London 92.13% 90.50% 91.47%
Number of salaries quoted 9,150 8,419 11,206
City of London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +4.55%
10th Percentile £37,000 £35,500 £35,000
90th Percentile £93,750 £92,500 £87,500
Central London median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

Data Architecture
Job Vacancy Trend in the City of London

Job postings citing Data Architecture as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Data Architecture in the City of London

Data Architecture
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Architecture in the City of London.

Salary trend for Data Architecture in the City of London

Data Architecture
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Architecture in the City of London over the 6 months to 21 July 2018.

Salary histogram for Data Architecture in the City of London

Data Architecture
Job Locations in the City of 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 City of London region over the 6 months to 21 July 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London Bridge - 1 £44,000 -
Data Architecture
Central London

For the 6 months to 21 July 2018, IT jobs citing Data Architecture also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the City of London region with a requirement for Data Architecture.

1 46 (52.87%) Agile Software Development
2 40 (45.98%) SQL
3 34 (39.08%) Microsoft
4 32 (36.78%) SQL Server
5 27 (31.03%) Data Modelling
5 27 (31.03%) ETL
5 27 (31.03%) Finance
5 27 (31.03%) SQL Server Integration Services
6 26 (29.89%) Data Warehouse
6 26 (29.89%) ITIL
7 24 (27.59%) Business Intelligence
8 22 (25.29%) Analytics
8 22 (25.29%) SDLC
9 20 (22.99%) CRM
10 19 (21.84%) OLTP
10 19 (21.84%) SQL Server Reporting Services
11 18 (20.69%) Dynamics CRM
11 18 (20.69%) Decision-Making
12 17 (19.54%) Data Development
12 17 (19.54%) Data Management
12 17 (19.54%) Visual Studio
13 16 (18.39%) SQL Server Analysis Services
14 15 (17.24%) Team Foundation Server
14 15 (17.24%) SQL Server 2012
14 15 (17.24%) Data Quality
15 14 (16.09%) Data Governance
15 14 (16.09%) Big Data
15 14 (16.09%) Continuous Improvement
15 14 (16.09%) Data Integration
15 14 (16.09%) SQL Server 2014

Data Architecture
Co-occurring IT Skills in the City of 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 5 (5.75%) Apache
1 5 (5.75%) Apache Spark
2 3 (3.45%) Apache Airflow
3 2 (2.30%) SharePoint
4 1 (1.15%) Apache Solr
4 1 (1.15%) Elasticsearch
4 1 (1.15%) SAS
Applications
1 5 (5.75%) Microsoft Excel
Business Applications
1 18 (20.69%) Dynamics CRM
2 2 (2.30%) thinkFolio
3 1 (1.15%) Markit EDM
Cloud Services
1 4 (4.60%) Amazon AWS
2 3 (3.45%) Microsoft Azure
3 2 (2.30%) Amazon EMR
3 2 (2.30%) Amazon Kinesis
3 2 (2.30%) SaaS
4 1 (1.15%) Azure Data Factory
4 1 (1.15%) Google Analytics
4 1 (1.15%) Google Cloud Platform
Communications & Networking
1 3 (3.45%) HTTP
2 1 (1.15%) Internet
Database & Business Intelligence
1 32 (36.78%) SQL Server
2 27 (31.03%) SQL Server Integration Services
3 26 (29.89%) Data Warehouse
4 19 (21.84%) OLTP
4 19 (21.84%) SQL Server Reporting Services
5 16 (18.39%) SQL Server Analysis Services
6 15 (17.24%) SQL Server 2012
7 14 (16.09%) Big Data
7 14 (16.09%) SQL Server 2014
8 13 (14.94%) Siebel EIM
9 10 (11.49%) NoSQL
10 8 (9.20%) OLAP
11 6 (6.90%) Hadoop
12 5 (5.75%) Data Mart
12 5 (5.75%) MySQL
12 5 (5.75%) Relational Database
13 4 (4.60%) BusinessObjects
13 4 (4.60%) Data Mining
13 4 (4.60%) Oracle OLAP
14 3 (3.45%) QlikView
Development Applications
1 17 (19.54%) Visual Studio
2 15 (17.24%) Team Foundation Server
3 9 (10.34%) ERwin
4 6 (6.90%) ER Studio
5 5 (5.75%) Git (software)
6 4 (4.60%) JIRA
7 2 (2.30%) Atlassian Bamboo
7 2 (2.30%) Jasmine
7 2 (2.30%) Jenkins
7 2 (2.30%) Octopus Deploy
7 2 (2.30%) RStudio
7 2 (2.30%) Subversion
7 2 (2.30%) TeamCity
8 1 (1.15%) Eclipse
8 1 (1.15%) LINQPad
8 1 (1.15%) PowerDesigner
8 1 (1.15%) SQL Server Management Studio (SSMS)
8 1 (1.15%) XMLSpy
General
1 27 (31.03%) Finance
2 7 (8.05%) Banking
3 4 (4.60%) International Banking
3 4 (4.60%) Retail
4 3 (3.45%) Front Office
5 2 (2.30%) Back Office
5 2 (2.30%) Retail Banking
6 1 (1.15%) Games
6 1 (1.15%) Investment Banking
6 1 (1.15%) Marketing
Job Titles
1 26 (29.89%) Developer
2 17 (19.54%) Applications Manager
3 16 (18.39%) Architect
4 13 (14.94%) Data Architect
4 13 (14.94%) SSIS Developer
5 12 (13.79%) Service Manager
6 8 (9.20%) Analyst
6 8 (9.20%) Consultant
7 7 (8.05%) Applications Support
8 6 (6.90%) Business Intelligence Developer
8 6 (6.90%) Data Consultant
8 6 (6.90%) Data Engineer
8 6 (6.90%) SQL Developer
9 5 (5.75%) Applications Support Manager
9 5 (5.75%) CRM Manager
9 5 (5.75%) Data Governance Consultant
9 5 (5.75%) Governance Consultant
9 5 (5.75%) Support Manager
10 4 (4.60%) Data Analyst
10 4 (4.60%) Senior Developer
Libraries, Frameworks & Software Standards
1 5 (5.75%) .NET
2 4 (4.60%) REST
3 3 (3.45%) AngularJS
3 3 (3.45%) CSS
3 3 (3.45%) HTML
4 2 (2.30%) Angular 2
4 2 (2.30%) ASP.NET Web API
4 2 (2.30%) HTML5
4 2 (2.30%) jQuery
4 2 (2.30%) Kafka
4 2 (2.30%) KnockoutJS
4 2 (2.30%) Node.js
4 2 (2.30%) RESTful
4 2 (2.30%) RxJS
4 2 (2.30%) Web Services
5 1 (1.15%) LINQ
5 1 (1.15%) PySpark
5 1 (1.15%) SOAP
5 1 (1.15%) XML
Miscellaneous
1 6 (6.90%) Data Structures
1 6 (6.90%) Fintech
1 6 (6.90%) Management Information System
2 4 (4.60%) Derivative
3 3 (3.45%) Analytical Skills
3 3 (3.45%) Computer Science
4 2 (2.30%) Hybrid Cloud
4 2 (2.30%) Taxonomies
5 1 (1.15%) CMDB
5 1 (1.15%) Equities
5 1 (1.15%) Fixed Income
5 1 (1.15%) Greenfield Project
5 1 (1.15%) Pricing Data
5 1 (1.15%) Reference Data
5 1 (1.15%) Reinsurance
5 1 (1.15%) Self-Motivation
Operating Systems
1 1 (1.15%) Windows
1 1 (1.15%) Windows Server 2008
1 1 (1.15%) Windows Server 2012
Processes & Methodologies
1 46 (52.87%) Agile Software Development
2 27 (31.03%) Data Modelling
2 27 (31.03%) ETL
3 26 (29.89%) ITIL
4 24 (27.59%) Business Intelligence
5 22 (25.29%) Analytics
5 22 (25.29%) SDLC
6 20 (22.99%) CRM
7 18 (20.69%) Decision-Making
8 17 (19.54%) Data Development
8 17 (19.54%) Data Management
9 14 (16.09%) Continuous Improvement
9 14 (16.09%) Data Governance
9 14 (16.09%) Data Integration
10 13 (14.94%) Continuous Integration
10 13 (14.94%) Performance Tuning
10 13 (14.94%) Release Management
10 13 (14.94%) Stakeholder Management
10 13 (14.94%) Test Automation
11 12 (13.79%) Content Management
Programming Languages
1 40 (45.98%) SQL
2 9 (10.34%) Python
3 7 (8.05%) T-SQL
4 6 (6.90%) C#
5 5 (5.75%) JavaScript
5 5 (5.75%) R
6 4 (4.60%) PL/SQL
7 3 (3.45%) Java
8 2 (2.30%) Go
8 2 (2.30%) Scala
8 2 (2.30%) TypeScript
9 1 (1.15%) PowerShell
9 1 (1.15%) VBA
Qualifications
1 4 (4.60%) Degree
2 2 (2.30%) Computer Science Degree
3 1 (1.15%) CISM
3 1 (1.15%) CISSP
3 1 (1.15%) Master's Degree
Quality Assurance & Compliance
1 15 (17.24%) Data Quality
2 5 (5.75%) SLA
3 3 (3.45%) MiFID
4 1 (1.15%) Cyber Essentials
4 1 (1.15%) Cyber Essentials PLUS
4 1 (1.15%) ISO/IEC 27001
System Software
1 1 (1.15%) Virtual Machines
Systems Management
1 3 (3.45%) HP Quality Center
2 1 (1.15%) Kibana
2 1 (1.15%) Opscode Chef
2 1 (1.15%) Puppet
2 1 (1.15%) Terraform
Vendors
1 34 (39.08%) Microsoft
2 13 (14.94%) Siebel
3 7 (8.05%) Oracle
4 6 (6.90%) Informatica
5 4 (4.60%) Sybase
6 3 (3.45%) Google
6 3 (3.45%) HP
6 3 (3.45%) Salesforce.com
6 3 (3.45%) Tableau
7 2 (2.30%) SAP
7 2 (2.30%) Trillium
8 1 (1.15%) Charles River
8 1 (1.15%) IBM
8 1 (1.15%) ServiceNow
8 1 (1.15%) Teradata