Data Structures Jobs in London

Data Structures
England > London

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in London. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 23 May 2025, comparing them to the same period in the previous two years.

6 months to
23 May 2025
Same period 2024 Same period 2023
Rank 274 251 221
Rank change year-on-year -23 -30 -36
Permanent jobs citing Data Structures 121 284 546
As % of all permanent jobs advertised in London 0.96% 1.20% 1.64%
As % of the Miscellaneous category 2.16% 2.96% 3.53%
Number of salaries quoted 54 173 350
10th Percentile £47,150 £46,250 £50,898
25th Percentile £74,063 £61,250 £62,500
Median annual salary (50th Percentile) £91,500 £85,000 £80,294
Median % change year-on-year +7.65% +5.86% -2.67%
75th Percentile £126,875 £97,500 £112,500
90th Percentile £142,500 £118,500 £130,250
England median annual salary £71,991 £70,000 £67,500
% change year-on-year +2.84% +3.70% +4.65%

All Generic Skills
London

Data Structures falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring generic IT skills in London.

Permanent vacancies with a requirement for generic IT skills 5,606 9,590 15,482
As % of all permanent jobs advertised in London 44.51% 40.59% 46.40%
Number of salaries quoted 2,993 6,769 10,504
10th Percentile £41,350 £37,500 £44,000
25th Percentile £56,250 £51,250 £56,250
Median annual salary (50th Percentile) £80,000 £75,000 £76,391
Median % change year-on-year +6.67% -1.82% +1.85%
75th Percentile £110,000 £100,000 £100,000
90th Percentile £136,250 £130,000 £122,500
England median annual salary £60,000 £55,000 £65,000
% change year-on-year +9.09% -15.38% +4.00%

Data Structures
Job Vacancy Trend in London

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

Job vacancy trend for Data Structures in London

Data Structures
Salary Trend in London

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

Salary trend for Data Structures in London

Data Structures
Salary Histogram in London

Salary distribution for jobs citing Data Structures in London over the 6 months to 23 May 2025.

Salary histogram for Data Structures in London

Data Structures
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 Structures within the London region over the 6 months to 23 May 2025. 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
Central London +38 32 £86,750 -2.25% 35
Data Structures
England

Data Structures
Co-occurring Skills and Capabilities in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 13 (10.74%) Apache Spark
2 8 (6.61%) Apache Airflow
3 6 (4.96%) SharePoint
4 2 (1.65%) CMS
4 2 (1.65%) Oracle SOA Suite
4 2 (1.65%) SAS
5 1 (0.83%) Apache
5 1 (0.83%) Apache Pulsar
5 1 (0.83%) Confluence
Applications
1 7 (5.79%) Microsoft Excel
2 2 (1.65%) Microsoft Office
Business Applications
1 6 (4.96%) Dynamics CRM
2 1 (0.83%) SAP ERP
Cloud Services
1 49 (40.50%) Azure
2 25 (20.66%) Power Platform
3 24 (19.83%) AWS
4 21 (17.36%) GCP
5 14 (11.57%) Azure Synapse Analytics
6 8 (6.61%) Azure Data Factory
6 8 (6.61%) Dynamics 365
6 8 (6.61%) Microsoft 365
6 8 (6.61%) Microsoft Purview
6 8 (6.61%) Snowflake
7 7 (5.79%) PowerApps
8 6 (4.96%) Amazon S3
8 6 (4.96%) Azure DevOps
9 5 (4.13%) Amazon Kinesis
10 4 (3.31%) Serverless
11 3 (2.48%) AWS Lambda
12 2 (1.65%) GitHub
12 2 (1.65%) Google Analytics
13 1 (0.83%) Amazon EMR
13 1 (0.83%) npm
Communications & Networking
1 1 (0.83%) Multicast
Database & Business Intelligence
1 26 (21.49%) NoSQL
2 19 (15.70%) Power BI
3 16 (13.22%) MongoDB
4 14 (11.57%) PostgreSQL
5 13 (10.74%) BigQuery
6 12 (9.92%) Data Warehouse
6 12 (9.92%) DB2
7 11 (9.09%) Amazon Redshift
7 11 (9.09%) Hadoop
7 11 (9.09%) Relational Database
8 8 (6.61%) Big Data
8 8 (6.61%) Tableau
9 7 (5.79%) Metadata
10 6 (4.96%) Data Lake
11 5 (4.13%) Amazon Athena
11 5 (4.13%) Apache Hive
11 5 (4.13%) Sqoop
12 4 (3.31%) MySQL
13 3 (2.48%) SQL Server
14 2 (1.65%) Oracle Reports
Development Applications
1 8 (6.61%) Git
2 5 (4.13%) CircleCI
2 5 (4.13%) Jenkins
3 3 (2.48%) webpack
4 2 (1.65%) Grunt
4 2 (1.65%) gulp
5 1 (0.83%) Babel
5 1 (0.83%) Cucumber
5 1 (0.83%) JIRA
5 1 (0.83%) Terragrunt
General
1 53 (43.80%) Finance
2 30 (24.79%) Social Skills
3 28 (23.14%) Analytical Skills
4 26 (21.49%) Inclusion and Diversity
5 23 (19.01%) Front Office
6 14 (11.57%) Banking
7 12 (9.92%) Law
7 12 (9.92%) Public Sector
8 10 (8.26%) Marketing
9 7 (5.79%) Agriculture
10 3 (2.48%) Games
10 3 (2.48%) Retail
11 2 (1.65%) General Ledger
11 2 (1.65%) iGaming
11 2 (1.65%) Organisational Skills
12 1 (0.83%) Advertising
12 1 (0.83%) Back Office
12 1 (0.83%) German Language
12 1 (0.83%) Legal
12 1 (0.83%) Polish Language
Job Titles
1 41 (33.88%) Senior
2 29 (23.97%) Developer
3 28 (23.14%) Lead
4 21 (17.36%) Senior Developer
5 18 (14.88%) C++ Developer
5 18 (14.88%) Software Engineer
6 17 (14.05%) C++ Quantitative Developer
6 17 (14.05%) Quantitative Developer
7 16 (13.22%) Python Developer
8 15 (12.40%) Senior C++ Developer
8 15 (12.40%) Senior Python Developer
9 14 (11.57%) Linux Developer
9 14 (11.57%) Low Latency C++ Developer
9 14 (11.57%) Senior C++ Quantitative Developer
9 14 (11.57%) Senior Quantitative Developer
10 12 (9.92%) Architect
11 11 (9.09%) Azure Engineer
11 11 (9.09%) Full-Stack Engineer
12 8 (6.61%) Analyst
12 8 (6.61%) Data Engineer
Libraries, Frameworks & Software Standards
1 19 (15.70%) Kafka
2 17 (14.05%) React
3 15 (12.40%) Boost C++ Libraries
4 12 (9.92%) AngularJS
4 12 (9.92%) Backbone.js
4 12 (9.92%) Bootstrap
4 12 (9.92%) Ember.js
4 12 (9.92%) jQuery
4 12 (9.92%) REST
5 10 (8.26%) Middleware
5 10 (8.26%) WebSockets
6 8 (6.61%) ADO
6 8 (6.61%) MERN Stack
6 8 (6.61%) SOAP
7 7 (5.79%) OAuth
8 5 (4.13%) PySpark
8 5 (4.13%) Spark Streaming
9 3 (2.48%) gRPC
9 3 (2.48%) OpenTelemetry
9 3 (2.48%) RESTful
Miscellaneous
1 60 (49.59%) Algorithms
2 17 (14.05%) Distributed Systems
2 17 (14.05%) Hedge funds
3 16 (13.22%) Equities
3 16 (13.22%) Management Information System
4 12 (9.92%) Greenfield Project
4 12 (9.92%) Hybrid Cloud
5 11 (9.09%) e-Learning
5 11 (9.09%) Fixed Income
6 9 (7.44%) Product Ownership
7 8 (6.61%) Foreign Exchange (FX)
8 7 (5.79%) Public Cloud
9 6 (4.96%) Analytical Mindset
9 6 (4.96%) Cloud Native
9 6 (4.96%) FMCG
10 5 (4.13%) Distributed Applications
11 3 (2.48%) Legacy Systems
12 2 (1.65%) Private Cloud
12 2 (1.65%) Reference Data
12 2 (1.65%) Replication
Operating Systems
1 35 (28.93%) Linux
2 13 (10.74%) Android
2 13 (10.74%) Apple iOS
3 12 (9.92%) Windows
4 2 (1.65%) Unix
Processes & Methodologies
1 42 (34.71%) Agile
2 39 (32.23%) Problem-Solving
3 31 (25.62%) Analytics
4 23 (19.01%) Artificial Intelligence
5 22 (18.18%) CI/CD
5 22 (18.18%) Low Latency
5 22 (18.18%) Software Engineering
6 21 (17.36%) Business Intelligence
7 20 (16.53%) OO
7 20 (16.53%) Test Automation
7 20 (16.53%) User Experience
7 20 (16.53%) Visualisation
8 19 (15.70%) Data Pipeline
9 18 (14.88%) ETL
9 18 (14.88%) Mentoring
10 17 (14.05%) Data Governance
10 17 (14.05%) Data Visualisation
10 17 (14.05%) OOP
11 15 (12.40%) Data Engineering
11 15 (12.40%) DevOps
Programming Languages
1 56 (46.28%) SQL
2 55 (45.45%) Python
3 27 (22.31%) C++
4 25 (20.66%) Java
5 13 (10.74%) C#
5 13 (10.74%) JavaScript
6 6 (4.96%) Go
7 5 (4.13%) Scala
7 5 (4.13%) Shell Script
8 4 (3.31%) TypeScript
9 3 (2.48%) C
9 3 (2.48%) Rust
10 1 (0.83%) Ada
10 1 (0.83%) Bash
10 1 (0.83%) Data Analysis Expressions
10 1 (0.83%) Kotlin
10 1 (0.83%) PowerShell
10 1 (0.83%) SPARQL
Qualifications
1 20 (16.53%) Degree
2 7 (5.79%) Master's Degree
3 6 (4.96%) Microsoft Certification
3 6 (4.96%) PhD
4 2 (1.65%) Computer Science Degree
5 1 (0.83%) Numerate Degree
5 1 (0.83%) Security Cleared
Quality Assurance & Compliance
1 10 (8.26%) Data Quality
2 8 (6.61%) QA
3 4 (3.31%) Accessibility
4 1 (0.83%) GDPR
System Software
1 16 (13.22%) Docker
2 5 (4.13%) Apache Flume
Systems Management
1 17 (14.05%) Kubernetes
2 9 (7.44%) Terraform
3 5 (4.13%) Oozie
4 4 (3.31%) Grafana
5 3 (2.48%) Prometheus
6 2 (1.65%) Ansible
Vendors
1 21 (17.36%) Databricks
2 20 (16.53%) Microsoft
3 14 (11.57%) Google
4 12 (9.92%) IBM
4 12 (9.92%) Red Hat
5 5 (4.13%) Cloudera
6 3 (2.48%) Oracle
7 2 (1.65%) Teradata
8 1 (0.83%) Bloomberg
8 1 (0.83%) Informatica
8 1 (0.83%) Reuters
8 1 (0.83%) SAP
8 1 (0.83%) Splunk
8 1 (0.83%) Talend