Data Structures Jobs with Hybrid/Remote/WFH Options

Data Structures
UK > Work from Home

The table below looks at the prevalence of the term Data Structures in remote or hybrid work. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 3 May 2025, comparing them to the same period in the previous two years.

6 months to
3 May 2025
Same period 2024 Same period 2023
Rank 319 270 285
Rank change year-on-year -49 +15 -33
Permanent jobs citing Data Structures 98 382 476
As % of all permanent jobs with a WFH option 0.65% 1.13% 1.12%
As % of the Miscellaneous category 1.64% 3.18% 2.90%
Number of salaries quoted 70 258 405
10th Percentile £42,375 £35,000 £38,750
25th Percentile £46,750 £46,306 £51,833
Median annual salary (50th Percentile) £65,000 £65,000 £68,823
Median % change year-on-year - -5.55% +5.88%
75th Percentile £90,000 £87,500 £87,500
90th Percentile £97,500 £97,500 £112,500
UK median annual salary £71,991 £70,000 £67,500
% change year-on-year +2.84% +3.70% +7.14%

All Generic Skills
Work from Home

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 with remote or hybrid options requiring generic IT skills.

Permanent vacancies with a requirement for generic IT skills 5,963 12,029 16,425
As % of all permanent jobs with a WFH option 39.31% 35.56% 38.58%
Number of salaries quoted 3,870 9,255 11,843
10th Percentile £35,000 £32,500 £39,000
25th Percentile £47,231 £42,500 £48,750
Median annual salary (50th Percentile) £65,000 £59,300 £65,000
Median % change year-on-year +9.61% -8.77% -
75th Percentile £85,000 £78,750 £86,250
90th Percentile £122,500 £101,250 £107,500
UK median annual salary £60,000 £55,000 £65,000
% change year-on-year +9.09% -15.38% +4.00%

Data Structures
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Data Structures as a proportion of all IT jobs advertised.

Data Structures trend for jobs with Hybrid/Remote/WFH options

Data Structures
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with remote working options citing Data Structures.

Data Structures salary trend for jobs with a WFH option

Data Structures
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with remote working options citing Data Structures over the 6 months to 3 May 2025.

Data Structures salary histogram for jobs with a WFH option

Data Structures
Co-occurring Skills and Capabilities with WFH Options 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 6 (6.12%) SharePoint
2 3 (3.06%) Apache
2 3 (3.06%) GemFire
3 2 (2.04%) Apache Spark
4 1 (1.02%) Oracle Workflow
Applications
1 5 (5.10%) Microsoft Excel
2 2 (2.04%) Microsoft PowerPoint
Business Applications
1 7 (7.14%) Dynamics CRM
2 2 (2.04%) Sparx Enterprise Architect
3 1 (1.02%) Oracle Applications
3 1 (1.02%) Oracle EBS
3 1 (1.02%) Oracle HRMS
3 1 (1.02%) Oracle iRecruitment
3 1 (1.02%) SAP ERP
Cloud Services
1 35 (35.71%) Azure
2 19 (19.39%) AWS
3 14 (14.29%) Azure DevOps
3 14 (14.29%) Power Platform
4 12 (12.24%) GCP
5 9 (9.18%) PowerApps
6 8 (8.16%) Dynamics 365
6 8 (8.16%) Microsoft 365
7 6 (6.12%) Azure Data Factory
8 4 (4.08%) AWS Lambda
8 4 (4.08%) Serverless
8 4 (4.08%) Vertex AI
9 3 (3.06%) Power Automate
10 2 (2.04%) Amazon EC2
10 2 (2.04%) Cloud Computing
10 2 (2.04%) IaaS
10 2 (2.04%) npm
11 1 (1.02%) Amazon S3
11 1 (1.02%) AWS CloudFormation
11 1 (1.02%) SaaS
Communications & Networking
1 1 (1.02%) HTTP
1 1 (1.02%) Multicast
1 1 (1.02%) TCP/IP
Database & Business Intelligence
1 19 (19.39%) SQL Server
2 13 (13.27%) Data Lake
2 13 (13.27%) NoSQL
3 9 (9.18%) Azure SQL Database
3 9 (9.18%) SQL Server Integration Services
4 8 (8.16%) SQL Server Reporting Services
5 7 (7.14%) Data Warehouse
6 6 (6.12%) Power BI
6 6 (6.12%) Relational Database
7 4 (4.08%) Big Data
7 4 (4.08%) MongoDB
7 4 (4.08%) RDBMS
7 4 (4.08%) Redis
7 4 (4.08%) Tableau
8 3 (3.06%) Apache Ignite
8 3 (3.06%) InterSystems Cache
8 3 (3.06%) Metadata
8 3 (3.06%) Qlik Sense
9 2 (2.04%) Metadata Repository
9 2 (2.04%) Triplestore
Development Applications
1 7 (7.14%) JIRA
2 6 (6.12%) Visual Studio
2 6 (6.12%) webpack
3 4 (4.08%) Grunt
3 4 (4.08%) gulp
4 3 (3.06%) Git
4 3 (3.06%) Oracle Forms
5 2 (2.04%) Babel
5 2 (2.04%) ERwin
5 2 (2.04%) Subversion
6 1 (1.02%) Cypress.io
6 1 (1.02%) kappa
General
1 41 (41.84%) Finance
2 28 (28.57%) Analytical Skills
3 27 (27.55%) Social Skills
4 13 (13.27%) Law
4 13 (13.27%) Retail
5 10 (10.20%) Legal
6 9 (9.18%) Banking
7 8 (8.16%) Electronics
8 7 (7.14%) Inclusion and Diversity
9 6 (6.12%) Marketing
10 4 (4.08%) Games
10 4 (4.08%) iGaming
11 3 (3.06%) Front Office
12 2 (2.04%) Public Sector
12 2 (2.04%) Tech for Good
13 1 (1.02%) Agriculture
13 1 (1.02%) Back Office
13 1 (1.02%) Documentation Skills
13 1 (1.02%) Health Technology
13 1 (1.02%) Military
Job Titles
1 31 (31.63%) Developer
2 18 (18.37%) Senior
3 16 (16.33%) Software Engineer
4 11 (11.22%) Lead
5 8 (8.16%) DBA
5 8 (8.16%) Software Developer
6 7 (7.14%) Administrator
6 7 (7.14%) Senior Developer
6 7 (7.14%) SQL DBA
7 6 (6.12%) Data Engineer
7 6 (6.12%) Java Developer
7 6 (6.12%) Lead Developer
7 6 (6.12%) Platform Specialist
7 6 (6.12%) Power Platform Specialist
8 5 (5.10%) Dynamics 365 Specialist
8 5 (5.10%) Front-End Developer (Client-Side Developer)
8 5 (5.10%) Java Engineer
9 4 (4.08%) C# Developer
9 4 (4.08%) Games Developer
9 4 (4.08%) Software Team Leader
Libraries, Frameworks & Software Standards
1 16 (16.33%) .NET
2 14 (14.29%) REST
3 11 (11.22%) Kafka
4 10 (10.20%) ASP.NET
5 9 (9.18%) CSS
5 9 (9.18%) Middleware
5 9 (9.18%) React
5 9 (9.18%) WebSockets
6 8 (8.16%) AngularJS
7 7 (7.14%) XML
8 6 (6.12%) ASP.NET MVC
9 5 (5.10%) .NET Core
9 5 (5.10%) .NET Framework
9 5 (5.10%) HTML
9 5 (5.10%) JSON
9 5 (5.10%) Node.js
10 4 (4.08%) Pandas
10 4 (4.08%) Pixi.js
10 4 (4.08%) RxJS
10 4 (4.08%) XGBoost
Miscellaneous
1 49 (50.00%) Algorithms
2 10 (10.20%) Public Cloud
3 9 (9.18%) Cloud Native
4 6 (6.12%) Analytical Mindset
5 5 (5.10%) Client/Server
5 5 (5.10%) Distributed Systems
6 4 (4.08%) Virtual Team
7 3 (3.06%) Credit Derivative
7 3 (3.06%) Derivative
7 3 (3.06%) Equities
7 3 (3.06%) Fixed Income
7 3 (3.06%) Foreign Exchange (FX)
7 3 (3.06%) Hedge funds
7 3 (3.06%) Product Ownership
7 3 (3.06%) Self-Motivation
8 2 (2.04%) Enterprise Software
8 2 (2.04%) IoT
8 2 (2.04%) Legacy Systems
8 2 (2.04%) Low-Code
8 2 (2.04%) Management Information System
Operating Systems
1 13 (13.27%) Apple iOS
2 10 (10.20%) Linux
3 8 (8.16%) Windows
4 5 (5.10%) Android
5 4 (4.08%) Unix
Processes & Methodologies
1 39 (39.80%) Problem-Solving
2 32 (32.65%) Computer Science
3 31 (31.63%) Software Engineering
4 26 (26.53%) Agile
5 23 (23.47%) Mentoring
6 21 (21.43%) User Experience
7 20 (20.41%) Analytics
7 20 (20.41%) OOP
8 18 (18.37%) ETL
9 17 (17.35%) Data Modelling
9 17 (17.35%) Design Patterns
10 16 (16.33%) DevOps
11 15 (15.31%) Data Analysis
12 14 (14.29%) CI/CD
13 11 (11.22%) Business Intelligence
13 11 (11.22%) CRM
13 11 (11.22%) Microservices
13 11 (11.22%) Performance Tuning
13 11 (11.22%) Root Cause Analysis
14 10 (10.20%) Refactoring
Programming Languages
1 37 (37.76%) SQL
2 27 (27.55%) Java
2 27 (27.55%) JavaScript
2 27 (27.55%) Python
3 26 (26.53%) C#
4 18 (18.37%) C++
5 9 (9.18%) C
5 9 (9.18%) T-SQL
6 8 (8.16%) Go
7 7 (7.14%) TypeScript
8 3 (3.06%) Kotlin
8 3 (3.06%) R
8 3 (3.06%) Ruby
9 2 (2.04%) Julia
9 2 (2.04%) PL/SQL
9 2 (2.04%) Scala
9 2 (2.04%) Shell Script
9 2 (2.04%) SPARQL
9 2 (2.04%) VBA
10 1 (1.02%) Data Analysis Expressions
Qualifications
1 33 (33.67%) Degree
2 7 (7.14%) Microsoft Certification
2 7 (7.14%) Numerate Degree
3 6 (6.12%) Computer Science Degree
3 6 (6.12%) Master's Degree
4 4 (4.08%) PhD
5 2 (2.04%) SC Cleared
5 2 (2.04%) Security Cleared
6 1 (1.02%) MBA
Quality Assurance & Compliance
1 15 (15.31%) Data Quality
2 13 (13.27%) QA
3 9 (9.18%) Accessibility
4 2 (2.04%) Dublin Core
5 1 (1.02%) CDISC
5 1 (1.02%) GDPR
5 1 (1.02%) ISO 9001
5 1 (1.02%) ISO/IEC 27001
System Software
1 14 (14.29%) Docker
Systems Management
1 17 (17.35%) Kubernetes
2 1 (1.02%) Terraform
Vendors
1 32 (32.65%) Microsoft
2 10 (10.20%) Oracle
3 4 (4.08%) Salesforce
4 3 (3.06%) SAP
4 3 (3.06%) Solace
4 3 (3.06%) TIBCO
5 2 (2.04%) BiZZdesign
5 2 (2.04%) Informatica
5 2 (2.04%) Sparx
5 2 (2.04%) Talend
5 2 (2.04%) Teradata
6 1 (1.02%) Databricks
6 1 (1.02%) Google
6 1 (1.02%) Workday