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 1 July 2025, comparing them to the same period in the previous two years.

6 months to
1 Jul 2025
Same period 2024 Same period 2023
Rank 369 311 302
Rank change year-on-year -58 -9 -44
Permanent jobs citing Data Structures 95 310 375
As % of all permanent jobs with a WFH option 0.47% 0.90% 1.04%
As % of the Miscellaneous category 1.17% 2.59% 2.69%
Number of salaries quoted 59 223 333
10th Percentile £46,750 £39,850 £36,796
25th Percentile £48,125 £50,000 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £60,249
Median % change year-on-year - +16.18% -10.74%
75th Percentile £90,750 £90,000 £85,000
90th Percentile £100,000 £114,500 £101,185
UK median annual salary £71,991 £70,000 £63,000
% change year-on-year +2.84% +11.11% -3.08%

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 8,142 11,956 13,964
As % of all permanent jobs with a WFH option 40.32% 34.66% 38.78%
Number of salaries quoted 3,753 8,973 10,546
10th Percentile £31,250 £32,500 £39,544
25th Percentile £45,000 £43,750 £48,750
Median annual salary (50th Percentile) £65,000 £60,000 £65,000
Median % change year-on-year +8.33% -7.69% -
75th Percentile £85,000 £81,250 £85,000
90th Percentile £122,500 £110,000 £107,500
UK median annual salary £59,000 £55,000 £64,029
% change year-on-year +7.27% -14.10% +2.45%

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 1 July 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 10 (10.53%) SharePoint
2 6 (6.32%) Apache
3 3 (3.16%) Apache Airflow
3 3 (3.16%) GemFire
4 1 (1.05%) GeoServer
4 1 (1.05%) Oracle Workflow
Applications
1 24 (25.26%) Microsoft Excel
2 22 (23.16%) Microsoft PowerPoint
Business Applications
1 10 (10.53%) Dynamics CRM
2 2 (2.11%) Sparx Enterprise Architect
3 1 (1.05%) Oracle EBS
3 1 (1.05%) Oracle HRMS
3 1 (1.05%) Oracle iRecruitment
3 1 (1.05%) SAP MDG
3 1 (1.05%) SAP S/4HANA
Cloud Services
1 54 (56.84%) Azure
2 36 (37.89%) Power Platform
3 16 (16.84%) Azure DevOps
4 14 (14.74%) AWS
5 12 (12.63%) PowerApps
6 10 (10.53%) Azure Data Factory
6 10 (10.53%) Dynamics 365
6 10 (10.53%) Microsoft 365
7 9 (9.47%) GCP
8 3 (3.16%) SaaS
8 3 (3.16%) Snowflake
8 3 (3.16%) Vertex AI
9 2 (2.11%) AWS Lambda
9 2 (2.11%) IaaS
9 2 (2.11%) Power Automate
9 2 (2.11%) Serverless
10 1 (1.05%) Amazon EC2
10 1 (1.05%) dbt
10 1 (1.05%) npm
10 1 (1.05%) Yarn
Database & Business Intelligence
1 24 (25.26%) Power BI
2 18 (18.95%) BusinessObjects
2 18 (18.95%) Data Mining
3 15 (15.79%) SQL Server
4 13 (13.68%) Data Lake
4 13 (13.68%) NoSQL
5 8 (8.42%) Azure SQL Database
5 8 (8.42%) SQL Server Integration Services
5 8 (8.42%) SQL Server Reporting Services
6 7 (7.37%) MongoDB
7 5 (5.26%) Data Warehouse
7 5 (5.26%) Tableau
8 4 (4.21%) Qlik Sense
8 4 (4.21%) Relational Database
9 3 (3.16%) Apache Ignite
9 3 (3.16%) InterSystems Cache
9 3 (3.16%) Metadata
9 3 (3.16%) RDBMS
9 3 (3.16%) Redis
10 2 (2.11%) Metadata Repository
Development Applications
1 6 (6.32%) JIRA
1 6 (6.32%) Visual Studio
2 4 (4.21%) Git
2 4 (4.21%) Subversion
3 2 (2.11%) ERwin
4 1 (1.05%) Babel
4 1 (1.05%) webpack
General
1 49 (51.58%) Analytical Skills
2 30 (31.58%) Finance
3 24 (25.26%) Retail
3 24 (25.26%) Social Skills
4 16 (16.84%) Law
5 10 (10.53%) Marketing
6 8 (8.42%) Banking
7 7 (7.37%) Electronics
8 6 (6.32%) Inclusion and Diversity
9 3 (3.16%) Front Office
9 3 (3.16%) Health Technology
9 3 (3.16%) Public Sector
10 2 (2.11%) Legal
11 1 (1.05%) Advertising
11 1 (1.05%) Agriculture
11 1 (1.05%) Military
11 1 (1.05%) Tech for Good
Job Titles
1 39 (41.05%) Developer
2 19 (20.00%) Junior
3 18 (18.95%) Junior Developer
4 11 (11.58%) Senior
5 10 (10.53%) Software Engineer
6 9 (9.47%) Software Developer
7 8 (8.42%) Data Engineer
7 8 (8.42%) DBA
7 8 (8.42%) Dynamics 365 Specialist
7 8 (8.42%) Lead
8 7 (7.37%) Administrator
8 7 (7.37%) Platform Specialist
8 7 (7.37%) Power Platform Specialist
8 7 (7.37%) SQL DBA
9 6 (6.32%) Java Developer
9 6 (6.32%) Java Engineer
9 6 (6.32%) Python Engineer
9 6 (6.32%) Senior Developer
10 4 (4.21%) Analytics Manager
10 4 (4.21%) Data Analytics Manager
Libraries, Frameworks & Software Standards
1 12 (12.63%) .NET
1 12 (12.63%) Kafka
2 10 (10.53%) ASP.NET
2 10 (10.53%) REST
3 9 (9.47%) Middleware
4 6 (6.32%) AngularJS
4 6 (6.32%) ASP.NET MVC
4 6 (6.32%) WebSockets
5 5 (5.26%) .NET Framework
6 4 (4.21%) .NET Core
6 4 (4.21%) Entity Framework
6 4 (4.21%) RabbitMQ
6 4 (4.21%) React
7 3 (3.16%) Node.js
7 3 (3.16%) Pandas
7 3 (3.16%) Spring
7 3 (3.16%) XGBoost
7 3 (3.16%) XML
8 2 (2.11%) Apache Jena
9 1 (1.05%) CSS3
Miscellaneous
1 33 (34.74%) Algorithms
2 11 (11.58%) Public Cloud
3 10 (10.53%) Analytical Mindset
3 10 (10.53%) Cloud Native
4 5 (5.26%) Distributed Systems
4 5 (5.26%) Legacy Systems
5 3 (3.16%) Credit Derivative
5 3 (3.16%) Derivative
5 3 (3.16%) Equities
5 3 (3.16%) Fixed Income
5 3 (3.16%) Foreign Exchange (FX)
5 3 (3.16%) Legacy Code
6 2 (2.11%) Low-Code
7 1 (1.05%) Management Information System
7 1 (1.05%) Self-Motivation
7 1 (1.05%) Virtual Team
Operating Systems
1 9 (9.47%) Linux
2 8 (8.42%) Apple iOS
3 6 (6.32%) Windows
4 3 (3.16%) Unix
5 2 (2.11%) Android
Processes & Methodologies
1 36 (37.89%) Problem-Solving
2 28 (29.47%) Coaching
2 28 (29.47%) Data Analysis
3 21 (22.11%) Data Management
3 21 (22.11%) Software Engineering
4 20 (21.05%) Agile
4 20 (21.05%) Performance Management
5 19 (20.00%) Computer Science
6 18 (18.95%) Commercial Awareness
6 18 (18.95%) Customer Experience
6 18 (18.95%) DevOps
6 18 (18.95%) Service Delivery
6 18 (18.95%) WFM
7 17 (17.89%) Analytics
7 17 (17.89%) Mentoring
7 17 (17.89%) User Experience
8 16 (16.84%) CI/CD
8 16 (16.84%) ETL
9 14 (14.74%) Data Modelling
10 13 (13.68%) Design Patterns
Programming Languages
1 53 (55.79%) SQL
2 28 (29.47%) Python
3 26 (27.37%) C#
4 24 (25.26%) JavaScript
5 22 (23.16%) VBA
6 21 (22.11%) Java
7 14 (14.74%) C++
8 10 (10.53%) T-SQL
9 7 (7.37%) C
10 4 (4.21%) Julia
10 4 (4.21%) R
11 2 (2.11%) PL/SQL
11 2 (2.11%) Shell Script
11 2 (2.11%) SPARQL
11 2 (2.11%) TypeScript
12 1 (1.05%) ABAP
12 1 (1.05%) Ada
12 1 (1.05%) Rust
12 1 (1.05%) Scala
12 1 (1.05%) VC++
Qualifications
1 27 (28.42%) Degree
2 10 (10.53%) Microsoft Certification
3 6 (6.32%) Numerate Degree
4 5 (5.26%) Master's Degree
4 5 (5.26%) PhD
5 3 (3.16%) Security Cleared
6 2 (2.11%) SC Cleared
7 1 (1.05%) Computer Science Degree
7 1 (1.05%) SAP Certification
Quality Assurance & Compliance
1 11 (11.58%) Data Quality
2 6 (6.32%) Accessibility
2 6 (6.32%) QA
3 2 (2.11%) Dublin Core
4 1 (1.05%) CDISC
System Software
1 13 (13.68%) Docker
Systems Management
1 11 (11.58%) Kubernetes
2 1 (1.05%) Terraform
Vendors
1 47 (49.47%) Microsoft
2 18 (18.95%) Facebook
3 7 (7.37%) Oracle
4 3 (3.16%) Solace
4 3 (3.16%) TIBCO
5 2 (2.11%) BiZZdesign
5 2 (2.11%) Google
5 2 (2.11%) Informatica
5 2 (2.11%) SAP
5 2 (2.11%) Sparx
5 2 (2.11%) Talend
6 1 (1.05%) Salesforce
6 1 (1.05%) Workday