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 28 May 2025, comparing them to the same period in the previous two years.

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 267 257 226
Rank change year-on-year -10 -31 -39
Permanent jobs citing Data Structures 125 281 534
As % of all permanent jobs advertised in London 1.00% 1.18% 1.61%
As % of the Miscellaneous category 2.25% 2.92% 3.48%
Number of salaries quoted 55 170 342
10th Percentile £47,450 £46,250 £50,428
25th Percentile £74,375 £61,250 £62,500
Median annual salary (50th Percentile) £90,500 £85,000 £80,147
Median % change year-on-year +6.47% +6.06% -2.85%
75th Percentile £126,250 £97,500 £112,500
90th Percentile £142,500 £127,625 £132,250
England median annual salary £71,991 £70,000 £67,500
% change year-on-year +2.84% +3.70% +3.85%

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 5,552 9,615 15,323
As % of all permanent jobs advertised in London 44.37% 40.42% 46.25%
Number of salaries quoted 2,975 6,776 10,409
10th Percentile £41,750 £37,500 £44,192
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 £123,750
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 28 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 28 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 +48 33 £85,500 -2.29% 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 (10.40%) Apache Spark
2 8 (6.40%) Apache Airflow
3 7 (5.60%) SharePoint
4 2 (1.60%) CMS
4 2 (1.60%) Oracle SOA Suite
4 2 (1.60%) SAS
5 1 (0.80%) Apache
5 1 (0.80%) Apache Pulsar
5 1 (0.80%) Confluence
Applications
1 8 (6.40%) Microsoft Excel
2 2 (1.60%) Microsoft Office
Business Applications
1 7 (5.60%) Dynamics CRM
2 1 (0.80%) SAP ERP
Cloud Services
1 51 (40.80%) Azure
2 27 (21.60%) Power Platform
3 25 (20.00%) AWS
4 21 (16.80%) GCP
5 14 (11.20%) Azure Synapse Analytics
6 9 (7.20%) Azure Data Factory
6 9 (7.20%) Dynamics 365
6 9 (7.20%) Microsoft 365
7 8 (6.40%) Microsoft Purview
7 8 (6.40%) PowerApps
7 8 (6.40%) Snowflake
8 7 (5.60%) Azure DevOps
9 6 (4.80%) Amazon S3
10 5 (4.00%) Amazon Kinesis
11 4 (3.20%) Serverless
12 3 (2.40%) AWS Lambda
13 2 (1.60%) GitHub
13 2 (1.60%) Google Analytics
14 1 (0.80%) Amazon EMR
14 1 (0.80%) npm
Communications & Networking
1 1 (0.80%) Multicast
Database & Business Intelligence
1 27 (21.60%) NoSQL
2 20 (16.00%) Power BI
3 16 (12.80%) MongoDB
4 14 (11.20%) PostgreSQL
5 13 (10.40%) BigQuery
5 13 (10.40%) Data Warehouse
6 12 (9.60%) DB2
7 11 (8.80%) Amazon Redshift
7 11 (8.80%) Hadoop
7 11 (8.80%) Relational Database
8 8 (6.40%) Big Data
8 8 (6.40%) Tableau
9 7 (5.60%) Data Lake
9 7 (5.60%) Metadata
10 5 (4.00%) Amazon Athena
10 5 (4.00%) Apache Hive
10 5 (4.00%) Sqoop
11 4 (3.20%) MySQL
11 4 (3.20%) SQL Server
12 2 (1.60%) Oracle Reports
Development Applications
1 8 (6.40%) Git
2 5 (4.00%) CircleCI
2 5 (4.00%) Jenkins
3 3 (2.40%) webpack
4 2 (1.60%) Grunt
4 2 (1.60%) gulp
5 1 (0.80%) Babel
5 1 (0.80%) Cucumber
5 1 (0.80%) JIRA
5 1 (0.80%) JUnit
5 1 (0.80%) Mockito
5 1 (0.80%) Terragrunt
General
1 56 (44.80%) Finance
2 34 (27.20%) Social Skills
3 30 (24.00%) Analytical Skills
4 27 (21.60%) Inclusion and Diversity
5 23 (18.40%) Front Office
6 15 (12.00%) Banking
7 13 (10.40%) Law
8 12 (9.60%) Public Sector
9 11 (8.80%) Marketing
10 7 (5.60%) Agriculture
11 3 (2.40%) Games
11 3 (2.40%) Retail
12 2 (1.60%) General Ledger
12 2 (1.60%) iGaming
12 2 (1.60%) Organisational Skills
13 1 (0.80%) Advertising
13 1 (0.80%) German Language
13 1 (0.80%) Legal
13 1 (0.80%) Polish Language
13 1 (0.80%) Wholesale Banking
Job Titles
1 42 (33.60%) Senior
2 29 (23.20%) Developer
3 28 (22.40%) Lead
4 21 (16.80%) Senior Developer
5 19 (15.20%) Software Engineer
6 18 (14.40%) C++ Developer
7 17 (13.60%) C++ Quantitative Developer
7 17 (13.60%) Quantitative Developer
8 16 (12.80%) Python Developer
9 15 (12.00%) Senior C++ Developer
9 15 (12.00%) Senior Python Developer
10 14 (11.20%) Linux Developer
10 14 (11.20%) Low Latency C++ Developer
10 14 (11.20%) Senior C++ Quantitative Developer
10 14 (11.20%) Senior Quantitative Developer
11 12 (9.60%) Architect
12 11 (8.80%) Azure Engineer
12 11 (8.80%) Full-Stack Engineer
13 9 (7.20%) Data Engineer
14 8 (6.40%) Analyst
Libraries, Frameworks & Software Standards
1 20 (16.00%) Kafka
2 18 (14.40%) React
3 15 (12.00%) Boost C++ Libraries
4 12 (9.60%) AngularJS
4 12 (9.60%) Backbone.js
4 12 (9.60%) Bootstrap
4 12 (9.60%) Ember.js
4 12 (9.60%) jQuery
4 12 (9.60%) REST
5 10 (8.00%) Middleware
5 10 (8.00%) WebSockets
6 8 (6.40%) ADO
6 8 (6.40%) MERN Stack
6 8 (6.40%) SOAP
7 7 (5.60%) OAuth
8 5 (4.00%) PySpark
8 5 (4.00%) Spark Streaming
9 4 (3.20%) gRPC
10 3 (2.40%) OpenTelemetry
10 3 (2.40%) RESTful
Miscellaneous
1 60 (48.00%) Algorithms
2 17 (13.60%) Distributed Systems
2 17 (13.60%) Hedge funds
3 16 (12.80%) Equities
3 16 (12.80%) Management Information System
4 12 (9.60%) Greenfield Project
4 12 (9.60%) Hybrid Cloud
5 11 (8.80%) e-Learning
5 11 (8.80%) Fixed Income
6 9 (7.20%) Product Ownership
7 8 (6.40%) Foreign Exchange (FX)
7 8 (6.40%) Public Cloud
8 7 (5.60%) Analytical Mindset
9 6 (4.80%) Cloud Native
9 6 (4.80%) FMCG
10 5 (4.00%) Distributed Applications
11 3 (2.40%) Legacy Systems
12 2 (1.60%) Private Cloud
12 2 (1.60%) Reference Data
12 2 (1.60%) Replication
Operating Systems
1 36 (28.80%) Linux
2 13 (10.40%) Android
2 13 (10.40%) Apple iOS
3 12 (9.60%) Windows
4 2 (1.60%) Unix
Processes & Methodologies
1 44 (35.20%) Agile
2 42 (33.60%) Problem-Solving
3 31 (24.80%) Analytics
4 23 (18.40%) Artificial Intelligence
4 23 (18.40%) CI/CD
4 23 (18.40%) Low Latency
4 23 (18.40%) Software Engineering
5 22 (17.60%) Business Intelligence
6 21 (16.80%) OO
6 21 (16.80%) Test Automation
6 21 (16.80%) User Experience
6 21 (16.80%) Visualisation
7 20 (16.00%) Data Pipeline
8 18 (14.40%) Data Visualisation
8 18 (14.40%) ETL
8 18 (14.40%) Mentoring
9 17 (13.60%) Data Governance
9 17 (13.60%) OOP
10 16 (12.80%) DevOps
11 15 (12.00%) Data Engineering
Programming Languages
1 59 (47.20%) SQL
2 56 (44.80%) Python
3 28 (22.40%) C++
4 26 (20.80%) Java
5 14 (11.20%) C#
5 14 (11.20%) JavaScript
6 7 (5.60%) Go
7 5 (4.00%) Scala
7 5 (4.00%) Shell Script
8 4 (3.20%) Rust
8 4 (3.20%) TypeScript
9 3 (2.40%) C
10 2 (1.60%) R
11 1 (0.80%) Ada
11 1 (0.80%) Bash
11 1 (0.80%) Data Analysis Expressions
11 1 (0.80%) Kotlin
11 1 (0.80%) PowerShell
11 1 (0.80%) SPARQL
11 1 (0.80%) VBA
Qualifications
1 21 (16.80%) Degree
2 7 (5.60%) Master's Degree
2 7 (5.60%) Microsoft Certification
3 6 (4.80%) PhD
4 2 (1.60%) Computer Science Degree
5 1 (0.80%) AWS Certification
5 1 (0.80%) Numerate Degree
5 1 (0.80%) Security Cleared
Quality Assurance & Compliance
1 11 (8.80%) Data Quality
2 8 (6.40%) QA
3 4 (3.20%) Accessibility
4 1 (0.80%) GAAP
4 1 (0.80%) GDPR
4 1 (0.80%) IFRS
4 1 (0.80%) IFRS 17
4 1 (0.80%) Solvency II
System Software
1 16 (12.80%) Docker
2 5 (4.00%) Apache Flume
Systems Management
1 18 (14.40%) Kubernetes
2 10 (8.00%) Terraform
3 5 (4.00%) Oozie
4 4 (3.20%) Grafana
5 3 (2.40%) Prometheus
6 2 (1.60%) Ansible
Vendors
1 22 (17.60%) Microsoft
2 21 (16.80%) Databricks
3 15 (12.00%) Google
4 12 (9.60%) IBM
4 12 (9.60%) Red Hat
5 5 (4.00%) Cloudera
6 3 (2.40%) Oracle
7 2 (1.60%) SAP
7 2 (1.60%) Teradata
8 1 (0.80%) Bloomberg
8 1 (0.80%) Informatica
8 1 (0.80%) Reuters
8 1 (0.80%) Splunk
8 1 (0.80%) Talend