Period
to

The following table provides summary statistics for permanent job vacancies advertised in Central 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 27 May 2022 with a comparison to the same period in the previous 2 years.

Data Architecture
London > Central London
6 months to
27 May 2022
Same period 2021 Same period 2020
Rank 189 200 224
Rank change year-on-year +11 +24 +28
Permanent jobs citing Data Architecture 108 58 73
As % of all permanent jobs advertised in Central London 1.29% 0.95% 0.84%
As % of the Processes & Methodologies category 1.37% 1.00% 0.89%
Number of salaries quoted 103 53 69
10th Percentile £56,250 £53,500 £54,750
25th Percentile £67,500 £62,500 £57,500
Median annual salary (50th Percentile) £82,500 £72,500 £87,500
Median % change year-on-year +13.79% -17.14% +20.69%
75th Percentile £96,875 £82,500 £120,000
90th Percentile £106,250 £102,000 -
London median annual salary £80,000 £77,000 £75,000
% change year-on-year +3.90% +2.67% -9.09%

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 Central London with a requirement for process or methodology skills.

All Process and Methodology Skills
Central London
Permanent vacancies with a requirement for process or methodology skills 7,899 5,810 8,247
As % of all permanent IT jobs advertised in Central London 94.64% 95.12% 94.40%
Number of salaries quoted 6,348 5,191 7,263
10th Percentile £45,000 £43,750 £41,000
25th Percentile £56,250 £53,750 £52,000
Median annual salary (50th Percentile) £72,500 £70,000 £69,000
Median % change year-on-year +3.57% +1.45% +6.15%
75th Percentile £93,750 £88,750 £85,000
90th Percentile £108,750 £105,000 £100,000
London median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% +3.85%

Data Architecture
Job Vacancy Trend in Central London

Job postings citing Data Architecture as a proportion of all IT jobs advertised in Central London.

Job vacancy trend for Data Architecture in Central London

Data Architecture
Salary Trend in Central London

3-month moving average salary quoted in jobs citing Data Architecture in Central London.

Salary trend for Data Architecture in Central London

Data Architecture
Salary Histogram in Central London

Salary distribution for jobs citing Data Architecture in Central London over the 6 months to 27 May 2022.

Salary histogram for Data Architecture in Central London

Data Architecture
Job Locations in Central 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 Central London region over the 6 months to 27 May 2022. 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
Jobs
City of London +16 104 £82,500 +10.00% 5
City of Westminster - 2 - -
Lambeth - 1 - -
Southwark - 1 £84,000 -
Data Architecture
London

For the 6 months to 27 May 2022, 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 Central London region with a requirement for Data Architecture.

1 63 (58.33%) Data Modelling
2 54 (50.00%) Data Warehouse
3 43 (39.81%) Data Management
4 39 (36.11%) Business Intelligence
5 38 (35.19%) Social Skills
6 37 (34.26%) Agile
7 35 (32.41%) SQL
8 34 (31.48%) Azure
9 30 (27.78%) Data Quality
10 29 (26.85%) ETL
11 28 (25.93%) Finance
11 28 (25.93%) Analytics
12 27 (25.00%) Data Integration
13 26 (24.07%) AWS
13 26 (24.07%) Power BI
13 26 (24.07%) Data Lake
13 26 (24.07%) Power Platform
14 24 (22.22%) Big Data
15 23 (21.30%) Oracle
15 23 (21.30%) Python
16 22 (20.37%) Data Strategy
17 21 (19.44%) Data Governance
17 21 (19.44%) Master Data Management
18 20 (18.52%) DevOps
18 20 (18.52%) SDLC
18 20 (18.52%) Migration
19 19 (17.59%) Physical Data Model
19 19 (17.59%) Data Science
20 18 (16.67%) Machine Learning
21 17 (15.74%) Data Analysis

Data Architecture
Co-occurring IT Skills in Central 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 9 (8.33%) Apache Spark
1 9 (8.33%) SAS
2 5 (4.63%) SharePoint
3 3 (2.78%) Apache Airflow
3 3 (2.78%) Apache Pig
3 3 (2.78%) Appian
4 2 (1.85%) Apache
Applications
1 5 (4.63%) Microsoft Excel
2 3 (2.78%) MS Visio
3 1 (0.93%) Microsoft Office
3 1 (0.93%) Microsoft PowerPoint
3 1 (0.93%) Microsoft Project
Business Applications
1 1 (0.93%) SAP S/4HANA
Cloud Services
1 34 (31.48%) Azure
2 26 (24.07%) AWS
2 26 (24.07%) Power Platform
3 12 (11.11%) Snowflake
4 10 (9.26%) Azure Data Factory
5 9 (8.33%) GCP
6 8 (7.41%) Amazon S3
7 7 (6.48%) Microsoft 365
8 6 (5.56%) Azure Synapse Analytics
9 5 (4.63%) Amazon EKS
9 5 (4.63%) AWS CloudFormation
9 5 (4.63%) OpenShift
10 4 (3.70%) AWS Lambda
10 4 (3.70%) Collibra
10 4 (3.70%) Dynamics 365
10 4 (3.70%) Serverless
11 3 (2.78%) AWS Step Functions
11 3 (2.78%) Cloud Composer
11 3 (2.78%) Power Automate
12 2 (1.85%) Azure Stack
Communications & Networking
1 4 (3.70%) Network Security
2 2 (1.85%) Broadband
2 2 (1.85%) Mobile Broadband
3 1 (0.93%) Internet
3 1 (0.93%) Skype
Database & Business Intelligence
1 54 (50.00%) Data Warehouse
2 26 (24.07%) Data Lake
2 26 (24.07%) Power BI
3 24 (22.22%) Big Data
4 16 (14.81%) Hadoop
5 15 (13.89%) NoSQL
6 13 (12.04%) Metadata
6 13 (12.04%) SQL Server
7 11 (10.19%) Amazon Redshift
7 11 (10.19%) Data Vault
8 8 (7.41%) OLTP
8 8 (7.41%) Tableau
9 7 (6.48%) Azure SQL Data Warehouse
10 5 (4.63%) Amazon RDS
10 5 (4.63%) HBase
10 5 (4.63%) Neo4j
10 5 (4.63%) Pentaho
10 5 (4.63%) Redis
10 5 (4.63%) SQL Server Integration Services
11 4 (3.70%) Apache Hive
Development Applications
1 8 (7.41%) ERwin
1 8 (7.41%) PowerDesigner
2 6 (5.56%) ER Studio
3 2 (1.85%) JIRA
4 1 (0.93%) kappa
General
1 38 (35.19%) Social Skills
2 28 (25.93%) Finance
3 16 (14.81%) Influencing Skills
4 12 (11.11%) Analytical Skills
5 11 (10.19%) Banking
6 9 (8.33%) Retail
7 7 (6.48%) Advertising
8 4 (3.70%) Back Office
8 4 (3.70%) Presentation Skills
9 3 (2.78%) Law
9 3 (2.78%) Public Sector
10 2 (1.85%) Fire and Rescue
10 2 (1.85%) Marketing
10 2 (1.85%) Police
11 1 (0.93%) Financial Institution
11 1 (0.93%) Inclusion and Diversity
11 1 (0.93%) Legal
11 1 (0.93%) Manufacturing
11 1 (0.93%) Organisational Skills
Job Titles
1 54 (50.00%) Architect
2 45 (41.67%) Data Architect
3 14 (12.96%) Data Engineer
4 12 (11.11%) Analyst
5 10 (9.26%) Senior Data Engineer
6 9 (8.33%) Consultant
6 9 (8.33%) Data Consultant
7 7 (6.48%) Lead Architect
8 6 (5.56%) Business Analyst
9 5 (4.63%) Cloud Engineer
9 5 (4.63%) Data Analyst
9 5 (4.63%) Data Governance Consultant
9 5 (4.63%) DevOps Engineer
9 5 (4.63%) Governance Consultant
9 5 (4.63%) Solutions Architect
10 4 (3.70%) Data Business Analyst
10 4 (3.70%) Lead Data Architect
10 4 (3.70%) Senior Architect
10 4 (3.70%) Senior Data Architect
10 4 (3.70%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 9 (8.33%) Kafka
2 7 (6.48%) Middleware
3 3 (2.78%) PySpark
4 2 (1.85%) Apache Beam
5 1 (0.93%) Apache Flex
5 1 (0.93%) Elastic Stack
Miscellaneous
1 7 (6.48%) Reference Data
2 5 (4.63%) Cloud Native
2 5 (4.63%) Private Cloud
3 4 (3.70%) Reinsurance
4 3 (2.78%) Data Structures
4 3 (2.78%) Derivative
5 2 (1.85%) Legacy Systems
5 2 (1.85%) Management Information System
5 2 (1.85%) User Experience
6 1 (0.93%) Blockchain
6 1 (0.93%) Data Fabric
6 1 (0.93%) e-Learning
6 1 (0.93%) Equities
6 1 (0.93%) Legacy Applications
6 1 (0.93%) Virtual Team
Operating Systems
1 3 (2.78%) Unix
Processes & Methodologies
1 63 (58.33%) Data Modelling
2 43 (39.81%) Data Management
3 39 (36.11%) Business Intelligence
4 37 (34.26%) Agile
5 29 (26.85%) ETL
6 28 (25.93%) Analytics
7 27 (25.00%) Data Integration
8 22 (20.37%) Data Strategy
9 21 (19.44%) Data Governance
9 21 (19.44%) Master Data Management
10 20 (18.52%) DevOps
10 20 (18.52%) Migration
10 20 (18.52%) SDLC
11 19 (17.59%) Data Science
11 19 (17.59%) Physical Data Model
12 18 (16.67%) Machine Learning
13 17 (15.74%) Data Analysis
14 14 (12.96%) CI/CD
14 14 (12.96%) Data Migration
15 13 (12.04%) Visualisation
Programming Languages
1 35 (32.41%) SQL
2 23 (21.30%) Python
3 14 (12.96%) Java
4 4 (3.70%) T-SQL
5 2 (1.85%) C
5 2 (1.85%) C#
5 2 (1.85%) C++
6 1 (0.93%) Scala
6 1 (0.93%) Shell Script
Qualifications
1 13 (12.04%) Degree
2 6 (5.56%) Master's Degree
3 4 (3.70%) Microsoft Certification
4 3 (2.78%) SC Cleared
4 3 (2.78%) Security Cleared
4 3 (2.78%) TOGAF Certification
5 1 (0.93%) PhD
Quality Assurance & Compliance
1 30 (27.78%) Data Quality
2 5 (4.63%) GDPR
3 3 (2.78%) QA
4 1 (0.93%) MiFID
4 1 (0.93%) SLA
System Software
1 5 (4.63%) Docker
2 3 (2.78%) Apache Flume
Systems Management
1 6 (5.56%) Kubernetes
2 5 (4.63%) Terraform
Vendors
1 23 (21.30%) Oracle
2 17 (15.74%) Informatica
3 15 (13.89%) Microsoft
4 13 (12.04%) Databricks
5 12 (11.11%) IBM
6 10 (9.26%) Google
6 10 (9.26%) SAP
7 8 (7.41%) Talend
8 7 (6.48%) Alteryx
9 6 (5.56%) Cloudera
10 4 (3.70%) Cognizant
10 4 (3.70%) Hortonworks
10 4 (3.70%) MuleSoft
11 3 (2.78%) Salesforce.com
12 1 (0.93%) Atlassian
12 1 (0.93%) BiZZdesign
12 1 (0.93%) Pega