Period
to 5 August 2020

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 5 August 2020 with a comparison to the same period in the previous 2 years.

Data Architecture
Central London > City of London
6 months to
5 Aug 2020
Same period 2019 Same period 2018
Rank 194 184 264
Rank change year-on-year -10 +80 +8
Permanent jobs citing Data Architecture 38 150 80
As % of all permanent jobs advertised in the City of London 0.74% 1.47% 0.73%
As % of the Processes & Methodologies category 0.79% 1.57% 0.78%
Number of salaries quoted 36 126 73
Median annual salary £86,250 £72,500 £69,000
Median salary % change year-on-year +18.97% +5.07% +1.10%
10th Percentile £53,750 £62,500 £43,800
90th Percentile £118,750 £107,500 £88,750
Central London median annual salary £80,000 £72,500 £65,500
% change year-on-year +10.34% +10.69% -4.03%

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 4,805 9,568 10,233
As % of all permanent IT jobs advertised in the City of London 93.83% 93.47% 93.34%
Number of salaries quoted 4,177 8,460 9,109
Median annual salary £70,000 £65,000 £65,000
Median salary % change year-on-year +7.69% - +8.33%
10th Percentile £42,500 £37,500 £36,450
90th Percentile £100,000 £97,500 £93,750
Central London median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% +4.17%

Data Architecture
Job Vacancy Trend in the City of London

Job postings citing Data Architecture as a proportion 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

3-month moving average salary quoted in 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

Salary distribution for jobs citing Data Architecture in the City of London over the 6 months to 5 August 2020.

Salary histogram for Data Architecture in the City of London

For the 6 months to 5 August 2020, 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 20 (52.63%) Data Modelling
2 18 (47.37%) Data Warehouse
3 17 (44.74%) Agile Software Development
4 16 (42.11%) AWS
5 14 (36.84%) SQL
6 13 (34.21%) Finance
7 10 (26.32%) ETL
7 10 (26.32%) Azure
7 10 (26.32%) NoSQL
7 10 (26.32%) Data Quality
7 10 (26.32%) Degree
7 10 (26.32%) Analytics
8 9 (23.68%) Artificial Intelligence
9 8 (21.05%) Business Analysis
9 8 (21.05%) Data Lineage
9 8 (21.05%) Computer Science Degree
10 7 (18.42%) Data Engineering
10 7 (18.42%) Computer Science
10 7 (18.42%) Data Migration
10 7 (18.42%) Big Data
10 7 (18.42%) Python
10 7 (18.42%) Migration
11 6 (15.79%) Data Management
11 6 (15.79%) Business Intelligence
11 6 (15.79%) SQL Server
11 6 (15.79%) Scala
11 6 (15.79%) Marketing
11 6 (15.79%) Enterprise Architecture
11 6 (15.79%) Power BI
11 6 (15.79%) Data Governance

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 (10.53%) SharePoint
2 3 (7.89%) Apache Airflow
2 3 (7.89%) Apache Spark
2 3 (7.89%) Luigi
3 2 (5.26%) SharePoint 2010
4 1 (2.63%) CMS
4 1 (2.63%) Confluence
Applications
1 2 (5.26%) Microsoft Excel
Cloud Services
1 16 (42.11%) AWS
2 10 (26.32%) Azure
3 6 (15.79%) Power Platform
4 4 (10.53%) Amazon EMR
4 4 (10.53%) Amazon S3
4 4 (10.53%) Office 365
4 4 (10.53%) PowerApps
5 2 (5.26%) Dynamics 365
5 2 (5.26%) PaaS
5 2 (5.26%) Serverless
6 1 (2.63%) Amazon EC2
6 1 (2.63%) Amazon Neptune
6 1 (2.63%) Cloud Computing
6 1 (2.63%) GCP
6 1 (2.63%) OneDrive
6 1 (2.63%) Power Automate
Communications & Networking
1 1 (2.63%) Internet
Database & Business Intelligence
1 18 (47.37%) Data Warehouse
2 10 (26.32%) NoSQL
3 7 (18.42%) Big Data
4 6 (15.79%) Power BI
4 6 (15.79%) SQL Server
5 5 (13.16%) Apache Cassandra
6 4 (10.53%) Amazon Athena
6 4 (10.53%) Amazon Redshift
6 4 (10.53%) Hadoop
6 4 (10.53%) HDInsight
7 3 (7.89%) OLAP
7 3 (7.89%) PostgreSQL
7 3 (7.89%) RDBMS
7 3 (7.89%) Relational Database
7 3 (7.89%) Snowflake Schema
7 3 (7.89%) SQL Server Integration Services
8 2 (5.26%) Microsoft Analysis Services
8 2 (5.26%) OLTP
8 2 (5.26%) Oracle OLAP
8 2 (5.26%) SQL Server Analysis Services
Development Applications
1 2 (5.26%) ERwin
1 2 (5.26%) PowerDesigner
2 1 (2.63%) JIRA
General
1 13 (34.21%) Finance
2 6 (15.79%) Marketing
3 5 (13.16%) Back Office
3 5 (13.16%) Banking
4 4 (10.53%) Pharmaceutical
5 1 (2.63%) Law
Job Titles
1 17 (44.74%) Architect
2 10 (26.32%) Data Architect
3 7 (18.42%) Analyst
4 6 (15.79%) Data Engineer
4 6 (15.79%) Senior Architect
5 5 (13.16%) Senior Data Engineer
5 5 (13.16%) Technical Analyst
6 4 (10.53%) Consultant
6 4 (10.53%) Data Analyst
6 4 (10.53%) Senior Data Architect
7 3 (7.89%) Business Analyst
7 3 (7.89%) Data Business Analyst
7 3 (7.89%) Technical Business Analyst
8 2 (5.26%) AWS Engineer
8 2 (5.26%) Enterprise Architect
8 2 (5.26%) IT Analyst
8 2 (5.26%) Microsoft Consultant
8 2 (5.26%) Systems Analyst
9 1 (2.63%) Applications Architect
9 1 (2.63%) Delivery Manager
Libraries, Frameworks & Software Standards
1 5 (13.16%) Kafka
1 5 (13.16%) Middleware
2 4 (10.53%) .NET
2 4 (10.53%) FIX Protocol
3 3 (7.89%) Elastic Stack
3 3 (7.89%) JSON
4 2 (5.26%) HTML
4 2 (5.26%) HTML5
4 2 (5.26%) XML
5 1 (2.63%) Lambda Expressions
Miscellaneous
1 5 (13.16%) Analytical Skills
2 4 (10.53%) Foreign Exchange (FX)
2 4 (10.53%) Management Information System
3 3 (7.89%) Reference Data
4 2 (5.26%) User Experience
4 2 (5.26%) Virtual Team
5 1 (2.63%) Data Structures
5 1 (2.63%) Internet of Things
5 1 (2.63%) Taxonomies
5 1 (2.63%) Wiki
Processes & Methodologies
1 20 (52.63%) Data Modelling
2 17 (44.74%) Agile Software Development
3 10 (26.32%) Analytics
3 10 (26.32%) ETL
4 9 (23.68%) Artificial Intelligence
5 8 (21.05%) Business Analysis
5 8 (21.05%) Data Lineage
6 7 (18.42%) Computer Science
6 7 (18.42%) Data Engineering
6 7 (18.42%) Data Migration
6 7 (18.42%) Migration
7 6 (15.79%) Business Intelligence
7 6 (15.79%) Data Governance
7 6 (15.79%) Data Management
7 6 (15.79%) DevOps
7 6 (15.79%) Enterprise Architecture
7 6 (15.79%) Problem-Solving
8 5 (13.16%) Acceptance Criteria
8 5 (13.16%) IT Strategy
8 5 (13.16%) Low Latency
Programming Languages
1 14 (36.84%) SQL
2 7 (18.42%) Python
3 6 (15.79%) Scala
4 5 (13.16%) Java
5 4 (10.53%) Ruby
6 2 (5.26%) JavaScript
6 2 (5.26%) T-SQL
7 1 (2.63%) R
Qualifications
1 10 (26.32%) Degree
2 8 (21.05%) Computer Science Degree
3 4 (10.53%) AWS Certification
4 2 (5.26%) Master's Degree
Quality Assurance & Compliance
1 10 (26.32%) Data Quality
2 4 (10.53%) QA
System Software
1 2 (5.26%) Docker
Systems Management
1 3 (7.89%) Ansible
1 3 (7.89%) Opscode Chef
1 3 (7.89%) Puppet
1 3 (7.89%) Salt
2 2 (5.26%) Kubernetes
Vendors
1 5 (13.16%) Microsoft
2 4 (10.53%) Palantir
2 4 (10.53%) Talend
3 2 (5.26%) Oracle
4 1 (2.63%) Google
4 1 (2.63%) OutSystems