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 13 June 2025, comparing them to the same period in the previous two years.

6 months to
13 Jun 2025
Same period 2024 Same period 2023
Rank 363 301 301
Rank change year-on-year -62 0 -44
Permanent jobs citing Data Structures 94 350 392
As % of all permanent jobs with a WFH option 0.48% 0.98% 1.05%
As % of the Miscellaneous category 1.16% 2.82% 2.69%
Number of salaries quoted 55 252 343
10th Percentile £46,750 £35,000 £38,750
25th Percentile £47,500 £46,306 £49,250
Median annual salary (50th Percentile) £70,000 £68,500 £65,000
Median % change year-on-year +2.19% +5.38% -1.89%
75th Percentile £90,375 £87,813 £86,250
90th Percentile £92,750 £97,500 £112,500
UK median annual salary £73,000 £70,000 £65,000
% change year-on-year +4.29% +7.69% -

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 8,076 12,391 14,576
As % of all permanent jobs with a WFH option 41.63% 34.86% 38.89%
Number of salaries quoted 3,670 9,325 10,905
10th Percentile £31,500 £32,500 £40,000
25th Percentile £46,250 £43,000 £49,398
Median annual salary (50th Percentile) £65,000 £60,000 £65,000
Median % change year-on-year +8.33% -7.69% -
75th Percentile £85,000 £80,000 £85,977
90th Percentile £122,500 £105,000 £109,419
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 13 June 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 9 (9.57%) SharePoint
2 5 (5.32%) Apache
3 3 (3.19%) GemFire
4 2 (2.13%) Apache Airflow
5 1 (1.06%) Oracle Workflow
Applications
1 24 (25.53%) Microsoft Excel
2 22 (23.40%) Microsoft PowerPoint
Business Applications
1 9 (9.57%) Dynamics CRM
2 2 (2.13%) Sparx Enterprise Architect
3 1 (1.06%) Oracle Applications
3 1 (1.06%) Oracle EBS
3 1 (1.06%) Oracle HRMS
3 1 (1.06%) Oracle iRecruitment
3 1 (1.06%) SAP ERP
Cloud Services
1 53 (56.38%) Azure
2 35 (37.23%) Power Platform
3 15 (15.96%) Azure DevOps
4 12 (12.77%) AWS
5 11 (11.70%) PowerApps
6 9 (9.57%) Azure Data Factory
6 9 (9.57%) Dynamics 365
6 9 (9.57%) Microsoft 365
7 8 (8.51%) GCP
8 4 (4.26%) Vertex AI
9 3 (3.19%) SaaS
10 2 (2.13%) IaaS
10 2 (2.13%) Power Automate
10 2 (2.13%) Snowflake
11 1 (1.06%) CloudAMQP
11 1 (1.06%) dbt
11 1 (1.06%) Google Kubernetes Engine
11 1 (1.06%) npm
11 1 (1.06%) Serverless
11 1 (1.06%) Yarn
Database & Business Intelligence
1 24 (25.53%) Power BI
2 18 (19.15%) BusinessObjects
2 18 (19.15%) Data Mining
3 15 (15.96%) SQL Server
4 13 (13.83%) Data Lake
5 12 (12.77%) NoSQL
6 8 (8.51%) Azure SQL Database
6 8 (8.51%) SQL Server Integration Services
6 8 (8.51%) SQL Server Reporting Services
7 6 (6.38%) MongoDB
8 5 (5.32%) Tableau
9 4 (4.26%) Data Warehouse
9 4 (4.26%) Qlik Sense
10 3 (3.19%) Apache Ignite
10 3 (3.19%) InterSystems Cache
10 3 (3.19%) Metadata
10 3 (3.19%) RDBMS
10 3 (3.19%) Redis
10 3 (3.19%) Relational Database
11 2 (2.13%) Triplestore
Development Applications
1 6 (6.38%) JIRA
1 6 (6.38%) Visual Studio
2 4 (4.26%) Git
2 4 (4.26%) Subversion
3 3 (3.19%) webpack
4 2 (2.13%) ERwin
4 2 (2.13%) Grunt
4 2 (2.13%) gulp
5 1 (1.06%) Babel
5 1 (1.06%) Oracle Forms
General
1 50 (53.19%) Analytical Skills
2 31 (32.98%) Finance
3 26 (27.66%) Retail
3 26 (27.66%) Social Skills
4 15 (15.96%) Law
5 9 (9.57%) Electronics
5 9 (9.57%) Marketing
6 7 (7.45%) Banking
6 7 (7.45%) Inclusion and Diversity
7 3 (3.19%) Front Office
7 3 (3.19%) Legal
8 2 (2.13%) Games
8 2 (2.13%) iGaming
8 2 (2.13%) Public Sector
8 2 (2.13%) Tech for Good
9 1 (1.06%) Agriculture
9 1 (1.06%) Back Office
9 1 (1.06%) Health Technology
9 1 (1.06%) Military
Job Titles
1 42 (44.68%) Developer
2 18 (19.15%) Junior
2 18 (19.15%) Junior Developer
3 12 (12.77%) Senior
4 11 (11.70%) Lead
5 9 (9.57%) Software Developer
6 8 (8.51%) DBA
7 7 (7.45%) Administrator
7 7 (7.45%) Dynamics 365 Specialist
7 7 (7.45%) Platform Specialist
7 7 (7.45%) Power Platform Specialist
7 7 (7.45%) Software Engineer
7 7 (7.45%) SQL DBA
8 6 (6.38%) Data Engineer
8 6 (6.38%) Java Developer
8 6 (6.38%) Lead Developer
8 6 (6.38%) Senior Developer
9 5 (5.32%) Java Engineer
10 4 (4.26%) Data Scientist
10 4 (4.26%) Software Team Leader
Libraries, Frameworks & Software Standards
1 13 (13.83%) .NET
2 11 (11.70%) ASP.NET
2 11 (11.70%) REST
3 9 (9.57%) Kafka
3 9 (9.57%) Middleware
4 6 (6.38%) .NET Framework
4 6 (6.38%) AngularJS
4 6 (6.38%) ASP.NET MVC
4 6 (6.38%) WebSockets
5 5 (5.32%) .NET Core
5 5 (5.32%) Entity Framework
5 5 (5.32%) XML
6 4 (4.26%) Pandas
6 4 (4.26%) RabbitMQ
6 4 (4.26%) XGBoost
7 3 (3.19%) CSS
7 3 (3.19%) Node.js
7 3 (3.19%) React
7 3 (3.19%) Spring
8 2 (2.13%) HTML
Miscellaneous
1 35 (37.23%) Algorithms
2 9 (9.57%) Analytical Mindset
2 9 (9.57%) Public Cloud
3 8 (8.51%) Cloud Native
4 4 (4.26%) Legacy Systems
5 3 (3.19%) Credit Derivative
5 3 (3.19%) Derivative
5 3 (3.19%) Equities
5 3 (3.19%) Fixed Income
5 3 (3.19%) Foreign Exchange (FX)
6 2 (2.13%) Distributed Systems
6 2 (2.13%) Legacy Code
6 2 (2.13%) Low-Code
6 2 (2.13%) Self-Motivation
7 1 (1.06%) Management Information System
7 1 (1.06%) Product Ownership
7 1 (1.06%) Virtual Team
Operating Systems
1 10 (10.64%) Apple iOS
2 9 (9.57%) Linux
3 8 (8.51%) Windows
4 4 (4.26%) Unix
5 2 (2.13%) Android
Processes & Methodologies
1 34 (36.17%) Problem-Solving
2 29 (30.85%) Data Analysis
3 26 (27.66%) Coaching
4 22 (23.40%) Computer Science
4 22 (23.40%) Data Management
5 20 (21.28%) Agile
5 20 (21.28%) Performance Management
6 19 (20.21%) Mentoring
6 19 (20.21%) Software Engineering
6 19 (20.21%) User Experience
7 18 (19.15%) Commercial Awareness
7 18 (19.15%) Customer Experience
7 18 (19.15%) Service Delivery
7 18 (19.15%) WFM
8 17 (18.09%) Analytics
9 16 (17.02%) DevOps
10 15 (15.96%) ETL
11 13 (13.83%) Data Modelling
12 12 (12.77%) CI/CD
13 11 (11.70%) Design Patterns
Programming Languages
1 53 (56.38%) SQL
2 27 (28.72%) C#
3 24 (25.53%) JavaScript
3 24 (25.53%) Python
4 22 (23.40%) VBA
5 21 (22.34%) Java
6 16 (17.02%) C++
7 10 (10.64%) T-SQL
8 7 (7.45%) C
9 4 (4.26%) Julia
9 4 (4.26%) R
10 3 (3.19%) PL/SQL
11 2 (2.13%) Shell Script
11 2 (2.13%) SPARQL
12 1 (1.06%) Ada
12 1 (1.06%) Go
12 1 (1.06%) PowerShell
12 1 (1.06%) Rust
12 1 (1.06%) Scala
12 1 (1.06%) TypeScript
Qualifications
1 25 (26.60%) Degree
2 9 (9.57%) Microsoft Certification
3 7 (7.45%) Numerate Degree
4 4 (4.26%) Master's Degree
5 3 (3.19%) Computer Science Degree
5 3 (3.19%) PhD
6 2 (2.13%) SC Cleared
6 2 (2.13%) Security Cleared
Quality Assurance & Compliance
1 12 (12.77%) Data Quality
2 7 (7.45%) Accessibility
3 6 (6.38%) QA
4 2 (2.13%) Dublin Core
5 1 (1.06%) CDISC
System Software
1 10 (10.64%) Docker
Systems Management
1 9 (9.57%) Kubernetes
Vendors
1 46 (48.94%) Microsoft
2 18 (19.15%) Facebook
3 8 (8.51%) Oracle
4 3 (3.19%) Solace
4 3 (3.19%) TIBCO
5 2 (2.13%) BiZZdesign
5 2 (2.13%) Google
5 2 (2.13%) Informatica
5 2 (2.13%) SAP
5 2 (2.13%) Sparx
5 2 (2.13%) Talend
6 1 (1.06%) Salesforce
6 1 (1.06%) Workday