Data Structures Jobs with Work from Home 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 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 352 290 252
Rank change year-on-year -62 -38 +58
Permanent jobs citing Data Structures 192 348 1,242
As % of all permanent jobs with a WFH option 0.69% 1.06% 1.58%
As % of the Miscellaneous category 2.00% 2.73% 3.39%
Number of salaries quoted 122 316 450
10th Percentile £41,250 £37,500 £40,000
25th Percentile £50,000 £47,500 £47,579
Median annual salary (50th Percentile) £67,500 £60,000 £67,500
Median % change year-on-year +12.50% -11.11% +3.85%
75th Percentile £83,750 £81,563 £87,500
90th Percentile £117,250 £96,250 £109,763
UK median annual salary £70,000 £63,000 £67,500
% change year-on-year +11.11% -6.67% +3.85%

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 9,605 12,729 36,632
As % of all permanent jobs with a WFH option 34.38% 38.79% 46.65%
Number of salaries quoted 6,855 9,924 18,426
10th Percentile £33,500 £40,000 £37,500
25th Percentile £45,000 £50,000 £47,500
Median annual salary (50th Percentile) £60,000 £65,000 £65,000
Median % change year-on-year -7.69% - +8.33%
75th Percentile £83,750 £85,000 £85,000
90th Percentile £117,500 £107,500 £100,000
UK median annual salary £55,000 £64,000 £62,500
% change year-on-year -14.06% +2.40% +4.17%

Data Structures
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Data Structures as a proportion of all IT jobs advertised.

Data Structures trend for jobs with a WFH option

Data Structures
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option 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 a work from home option citing Data Structures over the 6 months to 26 July 2024.

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 22 (11.46%) Apache Spark
2 7 (3.65%) Confluence
3 4 (2.08%) SharePoint
4 3 (1.56%) Apache Airflow
5 2 (1.04%) Ethereum
5 2 (1.04%) Oracle Workflow
5 2 (1.04%) SAS
6 1 (0.52%) Apache Pig
Applications
1 14 (7.29%) Microsoft Excel
2 5 (2.60%) Spreadsheet
3 4 (2.08%) Microsoft Office
3 4 (2.08%) Microsoft PowerPoint
4 2 (1.04%) Sketch
4 2 (1.04%) Zeplin
5 1 (0.52%) InVision
5 1 (0.52%) UXPin
Business Applications
1 5 (2.60%) NetSuite
2 4 (2.08%) Oracle EBS
3 3 (1.56%) Dynamics CRM
3 3 (1.56%) Oracle iProcurement
4 2 (1.04%) Oracle Financials
5 1 (0.52%) Data Workbench
5 1 (0.52%) Endur
5 1 (0.52%) Oracle Procure-to-Pay
5 1 (0.52%) SAP S/4HANA
5 1 (0.52%) Shopify
Cloud Services
1 59 (30.73%) AWS
2 58 (30.21%) Azure
3 46 (23.96%) Power Platform
4 26 (13.54%) SaaS
5 21 (10.94%) Azure DevOps
6 13 (6.77%) GCP
6 13 (6.77%) GitHub
6 13 (6.77%) Serverless
7 12 (6.25%) PowerApps
8 11 (5.73%) AWS Lambda
9 10 (5.21%) Microsoft 365
10 9 (4.69%) Azure Data Factory
11 8 (4.17%) Power Automate
12 7 (3.65%) Amazon S3
13 5 (2.60%) PaaS
14 4 (2.08%) Amazon SQS
14 4 (2.08%) Azure Synapse Analytics
14 4 (2.08%) Google Docs
14 4 (2.08%) Lucidchart
14 4 (2.08%) Slack
Communications & Networking
1 7 (3.65%) TCP/IP
2 5 (2.60%) Firewall
2 5 (2.60%) Wireless
3 4 (2.08%) BGP
3 4 (2.08%) Intrusion Detection
3 4 (2.08%) IPsec
3 4 (2.08%) LAN
3 4 (2.08%) Network Security
3 4 (2.08%) NGFW
3 4 (2.08%) OSPF
3 4 (2.08%) SSL
3 4 (2.08%) VLAN
3 4 (2.08%) VPN
3 4 (2.08%) WAN
4 3 (1.56%) 4G
4 3 (1.56%) 5G
5 2 (1.04%) HTTP
5 2 (1.04%) Multicast
6 1 (0.52%) Ethernet
6 1 (0.52%) Internet
Database & Business Intelligence
1 43 (22.40%) Power BI
2 31 (16.15%) Data Warehouse
3 20 (10.42%) Big Data
4 18 (9.38%) Tableau
5 17 (8.85%) NoSQL
6 15 (7.81%) Data Lake
7 13 (6.77%) Qlik Sense
8 12 (6.25%) PostgreSQL
8 12 (6.25%) Redis
9 11 (5.73%) Data Mining
10 9 (4.69%) Azure SQL Database
10 9 (4.69%) MySQL
10 9 (4.69%) Relational Database
11 8 (4.17%) Hadoop
11 8 (4.17%) Metadata
12 7 (3.65%) RDBMS
13 6 (3.13%) Elasticsearch
14 4 (2.08%) Amazon Aurora
14 4 (2.08%) Apache Hive
14 4 (2.08%) Scylla
Development Applications
1 21 (10.94%) Git
2 15 (7.81%) JIRA
3 11 (5.73%) Subversion
4 3 (1.56%) Postman
4 3 (1.56%) TeamCity
5 2 (1.04%) GCC
5 2 (1.04%) GitLab
5 2 (1.04%) Hardhat
5 2 (1.04%) SoapUI
5 2 (1.04%) Visual Studio
6 1 (0.52%) ER Studio
6 1 (0.52%) ERwin
6 1 (0.52%) Grunt
6 1 (0.52%) gulp
6 1 (0.52%) Jenkins
6 1 (0.52%) Mockito
6 1 (0.52%) Team Foundation Server
6 1 (0.52%) Visual Studio Team System
6 1 (0.52%) webpack
General
1 64 (33.33%) Social Skills
2 46 (23.96%) Finance
3 42 (21.88%) Analytical Skills
4 38 (19.79%) Legal
5 9 (4.69%) Organisational Skills
5 9 (4.69%) Retail
6 7 (3.65%) Games
6 7 (3.65%) Law
7 6 (3.13%) Inclusion and Diversity
8 4 (2.08%) Manufacturing
8 4 (2.08%) Marketing
8 4 (2.08%) Multimedia
8 4 (2.08%) Telecoms
9 3 (1.56%) Banking
9 3 (1.56%) Pharmaceutical
9 3 (1.56%) Publishing
10 2 (1.04%) Automotive
10 2 (1.04%) Back Office
10 2 (1.04%) Front Office
11 1 (0.52%) iGaming
Job Titles
1 50 (26.04%) Developer
2 42 (21.88%) Senior
3 31 (16.15%) Data Engineer
4 30 (15.63%) Software Engineer
5 21 (10.94%) Lead
6 13 (6.77%) Analyst
7 11 (5.73%) Senior Data Engineer
8 10 (5.21%) Principal Engineer
8 10 (5.21%) Product Manager
9 9 (4.69%) .NET Developer
9 9 (4.69%) Data Analyst
9 9 (4.69%) Software Developer
10 7 (3.65%) C# Software Engineer
10 7 (3.65%) C++ Developer
10 7 (3.65%) JavaScript Developer
11 6 (3.13%) .NET Software Engineer
11 6 (3.13%) C# .NET Developer
11 6 (3.13%) C# Developer
11 6 (3.13%) Principal Software Engineer
11 6 (3.13%) Technical Support Executive
Libraries, Frameworks & Software Standards
1 23 (11.98%) .NET
2 22 (11.46%) React
3 15 (7.81%) .NET Core
4 12 (6.25%) JSON
4 12 (6.25%) Kafka
4 12 (6.25%) Node.js
4 12 (6.25%) XML
5 11 (5.73%) RESTful
6 10 (5.21%) Web Services
7 9 (4.69%) .NET Framework
7 9 (4.69%) CSS
7 9 (4.69%) PySpark
8 8 (4.17%) AngularJS
8 8 (4.17%) REST
9 7 (3.65%) GraphQL
9 7 (3.65%) HTML
10 6 (3.13%) BREW
10 6 (3.13%) Redux
10 6 (3.13%) Vue
11 5 (2.60%) WebGL
Miscellaneous
1 82 (42.71%) Algorithms
2 26 (13.54%) Client/Server
3 11 (5.73%) Management Information System
4 9 (4.69%) Renewable Energy
5 8 (4.17%) IoT
6 7 (3.65%) Distributed Systems
6 7 (3.65%) Product Ownership
7 6 (3.13%) Distributed Computing
8 5 (2.60%) Cloud Native
8 5 (2.60%) Data Centre
8 5 (2.60%) Mobile App
8 5 (2.60%) Virtual Team
9 4 (2.08%) Augmented Reality
9 4 (2.08%) Hybrid Cloud
9 4 (2.08%) Legacy Systems
9 4 (2.08%) Virtual Reality
10 3 (1.56%) Analytical Mindset
10 3 (1.56%) Hedge funds
10 3 (1.56%) Self-Motivation
10 3 (1.56%) Wiki
Operating Systems
1 13 (6.77%) Linux
2 7 (3.65%) Android
2 7 (3.65%) Apple iOS
3 6 (3.13%) Mac OS
4 3 (1.56%) Windows
5 2 (1.04%) Unix
6 1 (0.52%) Windows 10
6 1 (0.52%) Windows Server
6 1 (0.52%) Windows Server 2019
Processes & Methodologies
1 78 (40.63%) Problem-Solving
2 74 (38.54%) Agile
3 67 (34.90%) Software Engineering
4 61 (31.77%) Computer Science
4 61 (31.77%) Data Modelling
5 55 (28.65%) Analytics
6 47 (24.48%) Data Cleansing
7 46 (23.96%) ETL
7 46 (23.96%) Visualisation
8 44 (22.92%) Data Management
9 42 (21.88%) Data Strategy
9 42 (21.88%) Data Visualisation
10 40 (20.83%) DevOps
11 37 (19.27%) Business Intelligence
12 36 (18.75%) Data Analysis
12 36 (18.75%) Data Integration
13 32 (16.67%) OOP
14 31 (16.15%) Data Interpretation
14 31 (16.15%) Data Science
14 31 (16.15%) Roadmaps
Programming Languages
1 88 (45.83%) Python
2 78 (40.63%) SQL
3 34 (17.71%) C#
4 31 (16.15%) JavaScript
5 25 (13.02%) Java
6 23 (11.98%) TypeScript
7 21 (10.94%) R
8 15 (7.81%) Go
9 13 (6.77%) C
9 13 (6.77%) Julia
10 12 (6.25%) C++
11 10 (5.21%) Scala
12 6 (3.13%) PowerShell
12 6 (3.13%) Rust
13 5 (2.60%) Bash
14 3 (1.56%) F#
14 3 (1.56%) Ruby
15 2 (1.04%) Solidity
15 2 (1.04%) T-SQL
15 2 (1.04%) VBA
Qualifications
1 68 (35.42%) Degree
2 21 (10.94%) Master's Degree
3 17 (8.85%) Computer Science Degree
4 8 (4.17%) DBS Check
5 7 (3.65%) MBA
6 5 (2.60%) Numerate Degree
7 4 (2.08%) CCIE
7 4 (2.08%) Cisco Certification
7 4 (2.08%) JNCIE
7 4 (2.08%) PhD
8 3 (1.56%) Security Cleared
9 2 (1.04%) BPSS Clearance
9 2 (1.04%) HNC
9 2 (1.04%) Postgraduate
9 2 (1.04%) SC Cleared
10 1 (0.52%) MCP
10 1 (0.52%) Microsoft Certification
10 1 (0.52%) PMI Certification
10 1 (0.52%) PMP
10 1 (0.52%) Sun Certification
Quality Assurance & Compliance
1 23 (11.98%) Data Quality
2 13 (6.77%) QA
3 6 (3.13%) SLA
4 2 (1.04%) Accessibility
5 1 (0.52%) GDPR
System Software
1 7 (3.65%) Docker
2 1 (0.52%) Hyper-V
2 1 (0.52%) Microsoft Virtual Server
2 1 (0.52%) Virtual Servers
2 1 (0.52%) VMware ESXi
Systems Management
1 20 (10.42%) Kubernetes
2 4 (2.08%) Ansible
2 4 (2.08%) Terraform
3 1 (0.52%) FTK
3 1 (0.52%) SCCM
3 1 (0.52%) Single Sign-On
Vendors
1 29 (15.10%) Microsoft
2 25 (13.02%) Databricks
3 10 (5.21%) Google
4 9 (4.69%) Informatica
4 9 (4.69%) Oracle
5 5 (2.60%) SAP
6 4 (2.08%) Dell
7 3 (1.56%) Automation Anywhere
7 3 (1.56%) Blue Prism
7 3 (1.56%) UiPath
8 2 (1.04%) Foundry
8 2 (1.04%) Salesforce
8 2 (1.04%) Workday
9 1 (0.52%) Cellebrite
9 1 (0.52%) Dataiku
9 1 (0.52%) ForgeRock
9 1 (0.52%) Ivanti
9 1 (0.52%) MuleSoft
9 1 (0.52%) OpenLink
9 1 (0.52%) Ping Identity