Period
to 11 December 2019

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 11 December 2019 with a comparison to the same period in the previous 2 years.

Data Architecture
Central London > City of London
6 months to
11 Dec 2019
Same period 2018 Same period 2017
Rank 187 315 238
Rank change year-on-year +128 -77 +16
Permanent jobs citing Data Architecture 139 33 95
As % of all permanent IT jobs advertised in the City of London 1.41% 0.31% 0.92%
As % of the Processes & Methodologies category 1.51% 0.33% 0.98%
Number of salaries quoted 95 31 87
City of London median annual salary £77,500 £73,000 £72,500
Median salary % change year-on-year +6.16% +0.69% -9.38%
10th Percentile £60,000 £52,500 £47,500
90th Percentile £115,000 £97,500 £103,000
Central London median annual salary £77,500 £71,250 £75,000
% change year-on-year +8.77% -5.00% -

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 9,219 9,869 9,689
As % of all permanent IT jobs advertised in the City of London 93.61% 92.52% 93.41%
Number of salaries quoted 7,957 8,831 8,754
City of London median annual salary £67,500 £65,000 £60,000
Median salary % change year-on-year +3.85% +8.33% +2.35%
10th Percentile £37,500 £37,000 £36,250
90th Percentile £97,500 £95,000 £95,000
Central London median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% +4.35%

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 11 December 2019.

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 11 December 2019. 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 - 2 - -
Data Architecture
Central London

For the 6 months to 11 December 2019, 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 56 (40.29%) Data Warehouse
2 53 (38.13%) Finance
3 43 (30.94%) Agile Software Development
3 43 (30.94%) SQL Server
4 42 (30.22%) Business Intelligence
5 38 (27.34%) SQL Server Reporting Services
5 38 (27.34%) SQL Server Integration Services
6 35 (25.18%) SQL
7 34 (24.46%) Azure
7 34 (24.46%) Analytics
8 33 (23.74%) SQL Server Analysis Services
8 33 (23.74%) Power Platform
9 32 (23.02%) SDLC
10 31 (22.30%) Data Management
10 31 (22.30%) Power BI
11 30 (21.58%) Analytical Skills
12 28 (20.14%) ETL
12 28 (20.14%) Master Data Management
13 27 (19.42%) Data Analysis Expressions (DAX)
13 27 (19.42%) Data Quality
14 25 (17.99%) Management Information System
14 25 (17.99%) Migration
14 25 (17.99%) Decision-Making
15 24 (17.27%) Data Modelling
16 22 (15.83%) Python
17 21 (15.11%) Microsoft
17 21 (15.11%) Strategic Roadmap
17 21 (15.11%) Fintech
18 20 (14.39%) Oracle
18 20 (14.39%) TOGAF

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 4 (2.88%) SharePoint
2 2 (1.44%) SAS
2 2 (1.44%) SharePoint 2013
3 1 (0.72%) Apache
3 1 (0.72%) Apache Spark
3 1 (0.72%) CMS
Applications
1 2 (1.44%) Microsoft Excel
Business Applications
1 2 (1.44%) Dynamics CRM
1 2 (1.44%) Salesforce.com CRM
2 1 (0.72%) Markit EDM
2 1 (0.72%) Sparx Enterprise Architect
Cloud Services
1 34 (24.46%) Azure
2 33 (23.74%) Power Platform
3 15 (10.79%) AWS
4 9 (6.47%) Office 365
5 7 (5.04%) GCP
6 6 (4.32%) SaaS
7 3 (2.16%) PaaS
8 2 (1.44%) Microsoft Flow
8 2 (1.44%) PowerApps
8 2 (1.44%) Serverless
8 2 (1.44%) ShareGate
9 1 (0.72%) Azure Data Factory
9 1 (0.72%) Dynamics 365
9 1 (0.72%) GitHub
9 1 (0.72%) IaaS
Communications & Networking
1 4 (2.88%) Firewall
1 4 (2.88%) MPLS
Database & Business Intelligence
1 56 (40.29%) Data Warehouse
2 43 (30.94%) SQL Server
3 38 (27.34%) SQL Server Integration Services
3 38 (27.34%) SQL Server Reporting Services
4 33 (23.74%) SQL Server Analysis Services
5 31 (22.30%) Power BI
6 18 (12.95%) Enterprise Data Warehouse
6 18 (12.95%) Relational Database
7 17 (12.23%) Big Data
8 11 (7.91%) Data Mining
9 10 (7.19%) Data Lake
10 6 (4.32%) NoSQL
10 6 (4.32%) RDBMS
11 5 (3.60%) MySQL
11 5 (3.60%) OLTP
11 5 (3.60%) QlikView
11 5 (3.60%) Star Schema
12 4 (2.88%) Blockchain
12 4 (2.88%) Hadoop
12 4 (2.88%) MongoDB
Development Applications
1 5 (3.60%) ERwin
1 5 (3.60%) PowerDesigner
2 4 (2.88%) ER Studio
3 2 (1.44%) SQL Server Management Studio (SSMS)
3 2 (1.44%) Visual Studio
4 1 (0.72%) Git (software)
4 1 (0.72%) Visual Studio Team System
General
1 53 (38.13%) Finance
2 17 (12.23%) Banking
3 10 (7.19%) Advertising
4 2 (1.44%) Legal
5 1 (0.72%) Housing Association
5 1 (0.72%) Marketing
Job Titles
1 64 (46.04%) Architect
2 32 (23.02%) Data Architect
3 23 (16.55%) Enterprise Architect
4 22 (15.83%) Developer
5 12 (8.63%) Senior Architect
6 11 (7.91%) Cloud Architect
7 10 (7.19%) Analyst
7 10 (7.19%) Head of Business Intelligence
8 7 (5.04%) Azure Architect
8 7 (5.04%) Lead Developer
9 6 (4.32%) .NET Developer
9 6 (4.32%) Business Intelligence Developer
9 6 (4.32%) C# .NET Developer
9 6 (4.32%) C# Developer
9 6 (4.32%) Consultant
9 6 (4.32%) Data Analyst
9 6 (4.32%) Senior Data Architect
9 6 (4.32%) Solutions Architect
10 5 (3.60%) Database Team Leader
10 5 (3.60%) Senior Enterprise Architect
Libraries, Frameworks & Software Standards
1 10 (7.19%) .NET
2 9 (6.47%) ASP.NET
2 9 (6.47%) ASP.NET MVC
3 8 (5.76%) AngularJS
4 7 (5.04%) RESTful
4 7 (5.04%) SOAP
5 6 (4.32%) Ajax
6 5 (3.60%) HTML
7 4 (2.88%) FIX Protocol
7 4 (2.88%) XML
8 3 (2.16%) CSS
9 2 (1.44%) .NET Framework
9 2 (1.44%) ASP.NET Web API
9 2 (1.44%) Entity Framework
9 2 (1.44%) HTML5
9 2 (1.44%) JSON
9 2 (1.44%) Kafka
9 2 (1.44%) React
9 2 (1.44%) WCF
10 1 (0.72%) .NET Core
Miscellaneous
1 30 (21.58%) Analytical Skills
2 25 (17.99%) Management Information System
3 13 (9.35%) Data Centre
4 11 (7.91%) Greenfield Project
5 6 (4.32%) Reinsurance
6 5 (3.60%) Data Structures
6 5 (3.60%) Enterprise Software
6 5 (3.60%) Hybrid Cloud
7 4 (2.88%) Public Cloud
7 4 (2.88%) Reference Data
8 3 (2.16%) Algorithms
8 3 (2.16%) PMI
9 2 (1.44%) Foreign Exchange (FX)
9 2 (1.44%) User Experience
10 1 (0.72%) Cloud Native
10 1 (0.72%) Derivative
10 1 (0.72%) Equities
10 1 (0.72%) Fixed Income
10 1 (0.72%) OTC Derivatives
10 1 (0.72%) Taxonomies
Operating Systems
1 3 (2.16%) Unix
1 3 (2.16%) Windows
2 2 (1.44%) Linux
Processes & Methodologies
1 43 (30.94%) Agile Software Development
2 42 (30.22%) Business Intelligence
3 34 (24.46%) Analytics
4 32 (23.02%) SDLC
5 31 (22.30%) Data Management
6 28 (20.14%) ETL
6 28 (20.14%) Master Data Management
7 25 (17.99%) Decision-Making
7 25 (17.99%) Migration
8 24 (17.27%) Data Modelling
9 21 (15.11%) Fintech
9 21 (15.11%) Strategic Roadmap
10 20 (14.39%) TOGAF
11 19 (13.67%) Artificial Intelligence
11 19 (13.67%) Information Management
11 19 (13.67%) Project Management
11 19 (13.67%) UML
12 17 (12.23%) Data Security
12 17 (12.23%) ITIL
12 17 (12.23%) Technical Architecture
Programming Languages
1 35 (25.18%) SQL
2 27 (19.42%) Data Analysis Expressions (DAX)
3 22 (15.83%) Python
4 17 (12.23%) R
5 12 (8.63%) C#
6 9 (6.47%) JavaScript
7 4 (2.88%) C
7 4 (2.88%) Java
8 3 (2.16%) PL/SQL
9 2 (1.44%) TypeScript
10 1 (0.72%) PHP
10 1 (0.72%) PowerShell
Qualifications
1 7 (5.04%) Degree
2 5 (3.60%) Computer Science Degree
3 4 (2.88%) AWS Certification
3 4 (2.88%) TOGAF Certification
4 3 (2.16%) Master's Degree
4 3 (2.16%) PMI Certification
4 3 (2.16%) PMP
4 3 (2.16%) PRINCE2 Certification
Quality Assurance & Compliance
1 27 (19.42%) Data Quality
2 6 (4.32%) QA
3 2 (1.44%) SLA
System Software
1 3 (2.16%) Docker
2 1 (0.72%) Apache Flume
2 1 (0.72%) Apache ZooKeeper
2 1 (0.72%) HDFS
Systems Management
1 2 (1.44%) Kubernetes
2 1 (0.72%) Oozie
Vendors
1 21 (15.11%) Microsoft
2 20 (14.39%) Oracle
3 15 (10.79%) Sparx
4 8 (5.76%) Tableau
5 7 (5.04%) Teradata
6 6 (4.32%) Google
6 6 (4.32%) IBM
6 6 (4.32%) Informatica
6 6 (4.32%) SAP
7 3 (2.16%) Alteryx
7 3 (2.16%) Salesforce.com
8 2 (1.44%) Greenplum
8 2 (1.44%) Talend
9 1 (0.72%) Cloudera
9 1 (0.72%) Databricks
9 1 (0.72%) Embarcadero
9 1 (0.72%) Netezza