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

6 months to
20 May 2025
Same period 2024 Same period 2023
Rank 276 260 225
Rank change year-on-year -16 -35 -42
Permanent jobs citing Data Structures 125 287 550
As % of all permanent jobs advertised in London 0.96% 1.21% 1.63%
As % of the Miscellaneous category 2.17% 2.99% 3.52%
Number of salaries quoted 61 176 352
10th Percentile £45,000 £46,250 £51,037
25th Percentile £72,500 £61,250 £62,500
Median annual salary (50th Percentile) £90,000 £83,750 £80,000
Median % change year-on-year +7.46% +4.69% -3.03%
75th Percentile £125,000 £97,500 £112,500
90th Percentile £142,500 £118,125 £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 5,752 9,612 15,604
As % of all permanent jobs advertised in London 44.24% 40.59% 46.24%
Number of salaries quoted 3,164 6,793 10,607
10th Percentile £41,250 £37,500 £44,192
25th Percentile £56,250 £51,250 £56,250
Median annual salary (50th Percentile) £80,000 £75,000 £75,669
Median % change year-on-year +6.67% -0.88% +0.89%
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 20 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 20 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 +40 34 £86,750 -2.25% 29
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 11 (8.80%) Apache Spark
2 7 (5.60%) Apache Airflow
3 6 (4.80%) SharePoint
4 4 (3.20%) CMS
5 3 (2.40%) SAS
6 2 (1.60%) Oracle SOA Suite
7 1 (0.80%) Apache
7 1 (0.80%) Confluence
Applications
1 11 (8.80%) Microsoft Excel
2 4 (3.20%) Microsoft Office
Business Applications
1 6 (4.80%) Dynamics CRM
2 1 (0.80%) SAP ERP
Cloud Services
1 48 (38.40%) Azure
2 26 (20.80%) Power Platform
3 22 (17.60%) AWS
4 19 (15.20%) GCP
5 14 (11.20%) Azure Synapse Analytics
6 12 (9.60%) Microsoft 365
7 9 (7.20%) Dynamics 365
8 8 (6.40%) Azure Data Factory
8 8 (6.40%) Microsoft Purview
8 8 (6.40%) PowerApps
8 8 (6.40%) Snowflake
9 7 (5.60%) Azure DevOps
10 6 (4.80%) Amazon S3
11 5 (4.00%) Amazon Kinesis
12 4 (3.20%) Serverless
13 3 (2.40%) AWS Lambda
14 2 (1.60%) Cloud Computing
14 2 (1.60%) GitHub
14 2 (1.60%) Google Analytics
14 2 (1.60%) Power Automate
Communications & Networking
1 2 (1.60%) Multicast
2 1 (0.80%) HTTP
2 1 (0.80%) TCP/IP
Database & Business Intelligence
1 25 (20.00%) NoSQL
2 19 (15.20%) Power BI
3 15 (12.00%) MongoDB
4 13 (10.40%) PostgreSQL
5 12 (9.60%) BigQuery
5 12 (9.60%) Data Warehouse
5 12 (9.60%) DB2
6 11 (8.80%) Amazon Redshift
6 11 (8.80%) Hadoop
7 8 (6.40%) Big Data
7 8 (6.40%) Metadata
7 8 (6.40%) Relational Database
7 8 (6.40%) Tableau
8 6 (4.80%) Data Lake
9 5 (4.00%) Amazon Athena
9 5 (4.00%) Apache Hive
9 5 (4.00%) Sqoop
10 3 (2.40%) SQL Server
11 2 (1.60%) MySQL
11 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%) JIRA
General
1 53 (42.40%) Finance
2 32 (25.60%) Social Skills
3 28 (22.40%) Analytical Skills
4 24 (19.20%) Front Office
5 20 (16.00%) Inclusion and Diversity
6 12 (9.60%) Public Sector
7 11 (8.80%) Banking
8 7 (5.60%) Agriculture
9 6 (4.80%) Law
9 6 (4.80%) Marketing
10 3 (2.40%) Games
10 3 (2.40%) Retail
11 2 (1.60%) Advertising
11 2 (1.60%) General Ledger
11 2 (1.60%) iGaming
11 2 (1.60%) Organisational Skills
12 1 (0.80%) Back Office
12 1 (0.80%) German Language
12 1 (0.80%) Legal
12 1 (0.80%) Polish Language
Job Titles
1 40 (32.00%) Senior
2 32 (25.60%) Developer
3 26 (20.80%) Lead
4 22 (17.60%) Senior Developer
5 19 (15.20%) C++ Developer
6 18 (14.40%) C++ Quantitative Developer
6 18 (14.40%) Quantitative Developer
7 17 (13.60%) Python Developer
8 16 (12.80%) Senior C++ Developer
8 16 (12.80%) Senior Python Developer
9 15 (12.00%) Linux Developer
9 15 (12.00%) Low Latency C++ Developer
9 15 (12.00%) Senior C++ Quantitative Developer
9 15 (12.00%) Senior Quantitative Developer
10 14 (11.20%) Software Engineer
11 13 (10.40%) Architect
12 11 (8.80%) Azure Engineer
12 11 (8.80%) Full-Stack Engineer
13 8 (6.40%) Analyst
13 8 (6.40%) Release Manager
Libraries, Frameworks & Software Standards
1 16 (12.80%) Boost C++ Libraries
2 15 (12.00%) Kafka
2 15 (12.00%) React
3 12 (9.60%) AngularJS
3 12 (9.60%) Backbone.js
3 12 (9.60%) Bootstrap
3 12 (9.60%) Ember.js
3 12 (9.60%) jQuery
4 10 (8.00%) Middleware
4 10 (8.00%) REST
4 10 (8.00%) WebSockets
5 8 (6.40%) ADO
5 8 (6.40%) MERN Stack
5 8 (6.40%) SOAP
6 5 (4.00%) OAuth
6 5 (4.00%) PySpark
6 5 (4.00%) Spark Streaming
7 3 (2.40%) CSS
7 3 (2.40%) OpenTelemetry
8 2 (1.60%) Babylonjs
Miscellaneous
1 59 (47.20%) Algorithms
2 19 (15.20%) Management Information System
3 18 (14.40%) Hedge funds
4 16 (12.80%) Distributed Systems
4 16 (12.80%) Equities
5 13 (10.40%) Greenfield Project
6 12 (9.60%) Hybrid Cloud
7 11 (8.80%) e-Learning
7 11 (8.80%) Fixed Income
8 9 (7.20%) Foreign Exchange (FX)
9 7 (5.60%) Product Ownership
10 6 (4.80%) Analytical Mindset
10 6 (4.80%) FMCG
11 5 (4.00%) Cloud Native
11 5 (4.00%) Distributed Applications
12 4 (3.20%) Public Cloud
13 3 (2.40%) Legacy Systems
14 2 (1.60%) Reference Data
14 2 (1.60%) Replication
15 1 (0.80%) Tandem
Operating Systems
1 36 (28.80%) Linux
2 13 (10.40%) Android
2 13 (10.40%) Apple iOS
3 12 (9.60%) Windows
Processes & Methodologies
1 40 (32.00%) Agile
2 36 (28.80%) Problem-Solving
3 31 (24.80%) Analytics
4 24 (19.20%) Artificial Intelligence
4 24 (19.20%) Business Intelligence
4 24 (19.20%) Low Latency
5 21 (16.80%) User Experience
5 21 (16.80%) Visualisation
6 20 (16.00%) CI/CD
6 20 (16.00%) Data Governance
6 20 (16.00%) ETL
6 20 (16.00%) OO
7 19 (15.20%) Data Visualisation
8 18 (14.40%) Data Pipeline
8 18 (14.40%) Mentoring
8 18 (14.40%) OOP
9 17 (13.60%) Software Engineering
9 17 (13.60%) Test Automation
10 16 (12.80%) DevOps
11 15 (12.00%) Coaching
Programming Languages
1 54 (43.20%) SQL
2 51 (40.80%) Python
3 28 (22.40%) C++
4 23 (18.40%) Java
5 14 (11.20%) JavaScript
6 13 (10.40%) C#
7 5 (4.00%) Go
7 5 (4.00%) Scala
8 4 (3.20%) C
9 3 (2.40%) Shell Script
10 2 (1.60%) Rust
10 2 (1.60%) TypeScript
11 1 (0.80%) Ada
11 1 (0.80%) Bash
11 1 (0.80%) Data Analysis Expressions
11 1 (0.80%) PowerShell
11 1 (0.80%) SPARQL
Qualifications
1 24 (19.20%) Degree
2 7 (5.60%) Master's Degree
3 6 (4.80%) Microsoft Certification
3 6 (4.80%) PhD
4 3 (2.40%) Computer Science Degree
5 1 (0.80%) Numerate Degree
5 1 (0.80%) Security Cleared
Quality Assurance & Compliance
1 12 (9.60%) Data Quality
2 9 (7.20%) QA
3 4 (3.20%) Accessibility
4 1 (0.80%) GDPR
System Software
1 11 (8.80%) Docker
2 5 (4.00%) Apache Flume
Systems Management
1 14 (11.20%) Kubernetes
2 8 (6.40%) Terraform
3 5 (4.00%) Oozie
4 3 (2.40%) Grafana
4 3 (2.40%) Prometheus
Vendors
1 24 (19.20%) Microsoft
2 21 (16.80%) Databricks
3 12 (9.60%) IBM
3 12 (9.60%) Red Hat
4 11 (8.80%) Google
5 5 (4.00%) Cloudera
6 3 (2.40%) Teradata
7 2 (1.60%) Oracle
7 2 (1.60%) Salesforce
8 1 (0.80%) Bloomberg
8 1 (0.80%) Informatica
8 1 (0.80%) Reuters
8 1 (0.80%) SAP
8 1 (0.80%) Talend