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 permanent job vacancies with an option to work from home (WFH). Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 27 April 2024 with a comparison to the same period over the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 275 294 260
Rank change year-on-year +19 -34 +28
Permanent jobs citing Data Structures 379 486 996
As % of all permanent jobs with a WFH option 1.12% 1.13% 1.49%
As % of the Miscellaneous category 3.17% 2.91% 3.24%
Number of salaries quoted 257 413 422
10th Percentile £35,000 £38,750 £42,500
25th Percentile £46,306 £51,833 £48,250
Median annual salary (50th Percentile) £65,000 £68,823 £65,000
Median % change year-on-year -5.55% +5.88% +8.33%
75th Percentile £87,500 £87,500 £86,250
90th Percentile £97,500 £112,500 £100,675
UK median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% -

All Generic Skills
Work from Home

Data Structures is in the General and Transferable Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a WFH option and a requirement for generic IT skills.

Permanent vacancies with a requirement for generic IT skills 11,969 16,689 30,718
As % of all permanent jobs with a WFH option 35.47% 38.68% 46.01%
Number of salaries quoted 9,194 11,986 16,731
10th Percentile £32,500 £39,000 £37,500
25th Percentile £42,500 £48,750 £47,500
Median annual salary (50th Percentile) £59,000 £65,000 £65,000
Median % change year-on-year -9.23% - +13.04%
75th Percentile £77,938 £86,250 £83,750
90th Percentile £100,000 £107,500 £100,000
UK median annual salary £55,000 £65,000 £62,500
% change year-on-year -15.38% +4.00% +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 27 April 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 41 (10.82%) Apache Spark
2 6 (1.58%) Confluence
3 4 (1.06%) CMS
4 3 (0.79%) Apache Airflow
4 3 (0.79%) SharePoint
5 2 (0.53%) Apache
5 2 (0.53%) Apache Solr
5 2 (0.53%) SAS
Applications
1 12 (3.17%) Microsoft Excel
2 9 (2.37%) Spreadsheet
3 5 (1.32%) Microsoft Office
4 4 (1.06%) Acrobat
5 3 (0.79%) MS Visio
6 2 (0.53%) Microsoft PowerPoint
6 2 (0.53%) Sketch
6 2 (0.53%) Zeplin
7 1 (0.26%) InVision
7 1 (0.26%) UXPin
Business Applications
1 3 (0.79%) Dynamics CRM
2 1 (0.26%) Data Workbench
2 1 (0.26%) Endur
2 1 (0.26%) NetSuite
2 1 (0.26%) Oracle Assets
2 1 (0.26%) Oracle EBS
2 1 (0.26%) Oracle EBS R12
2 1 (0.26%) Oracle ERP
2 1 (0.26%) Oracle FAH
2 1 (0.26%) Oracle General Ledger
2 1 (0.26%) Oracle iProcurement
2 1 (0.26%) Oracle Payables
2 1 (0.26%) Oracle Receivables
2 1 (0.26%) Oracle Subledger Accounting
2 1 (0.26%) SAP S/4HANA
2 1 (0.26%) Shopify
Cloud Services
1 147 (38.79%) AWS
2 124 (32.72%) Azure
3 68 (17.94%) SaaS
4 50 (13.19%) GCP
5 43 (11.35%) Snowflake
6 42 (11.08%) Power Platform
7 32 (8.44%) Matillion
7 32 (8.44%) Serverless
8 31 (8.18%) AWS Lambda
9 30 (7.92%) Azure Cosmos DB
10 27 (7.12%) GitHub
11 26 (6.86%) Azure DevOps
12 25 (6.60%) Amazon S3
13 23 (6.07%) Amazon SQS
13 23 (6.07%) Google Docs
13 23 (6.07%) Lucidchart
13 23 (6.07%) Miro
13 23 (6.07%) Slack
14 19 (5.01%) PaaS
15 10 (2.64%) Azure Cognitive Services
Communications & Networking
1 8 (2.11%) Wireless
2 7 (1.85%) TCP/IP
3 6 (1.58%) Firewall
4 5 (1.32%) BGP
4 5 (1.32%) Internet
4 5 (1.32%) Intrusion Detection
4 5 (1.32%) IPsec
4 5 (1.32%) LAN
4 5 (1.32%) Network Security
4 5 (1.32%) NGFW
4 5 (1.32%) OSPF
4 5 (1.32%) SSL
4 5 (1.32%) VLAN
4 5 (1.32%) VPN
4 5 (1.32%) WAN
5 2 (0.53%) 4G
5 2 (0.53%) 5G
5 2 (0.53%) Ethernet
5 2 (0.53%) NGN
6 1 (0.26%) SMS
Database & Business Intelligence
1 79 (20.84%) Data Warehouse
2 57 (15.04%) Elasticsearch
3 50 (13.19%) Data Lake
4 49 (12.93%) SQL Server
5 45 (11.87%) Big Data
6 44 (11.61%) Redis
7 37 (9.76%) Hadoop
8 32 (8.44%) Power BI
8 32 (8.44%) Star Schema
9 23 (6.07%) Scylla
10 19 (5.01%) BigQuery
11 16 (4.22%) Data Mining
12 15 (3.96%) Relational Database
12 15 (3.96%) Tableau
13 14 (3.69%) MySQL
14 11 (2.90%) NoSQL
14 11 (2.90%) PostgreSQL
15 9 (2.37%) Flink
16 7 (1.85%) Amazon Redshift
17 6 (1.58%) Metadata
Development Applications
1 32 (8.44%) GitLab
2 16 (4.22%) Git
2 16 (4.22%) JIRA
3 11 (2.90%) TeamCity
4 6 (1.58%) Oracle Forms
4 6 (1.58%) Postman
4 6 (1.58%) SoapUI
4 6 (1.58%) Visual Studio
5 3 (0.79%) Jenkins
6 1 (0.26%) ER Studio
6 1 (0.26%) ERwin
6 1 (0.26%) GCC
6 1 (0.26%) Team Foundation Server
6 1 (0.26%) Visual Studio Team System
General
1 135 (35.62%) Social Skills
2 66 (17.41%) Finance
3 55 (14.51%) Legal
4 35 (9.23%) Analytical Skills
5 32 (8.44%) Banking
6 30 (7.92%) Inclusion and Diversity
7 16 (4.22%) Games
8 14 (3.69%) Retail
9 13 (3.43%) Law
10 9 (2.37%) Multimedia
10 9 (2.37%) Tech for Good
11 7 (1.85%) Health Technology
11 7 (1.85%) Publishing
12 6 (1.58%) Front Office
12 6 (1.58%) Presentation Skills
13 5 (1.32%) Influencing Skills
13 5 (1.32%) Manufacturing
13 5 (1.32%) Marketing
13 5 (1.32%) Pharmaceutical
14 4 (1.06%) Documentation Skills
Job Titles
1 101 (26.65%) Developer
2 71 (18.73%) Senior
2 71 (18.73%) Software Engineer
3 59 (15.57%) Data Engineer
4 37 (9.76%) Lead
5 32 (8.44%) Principal Engineer
6 29 (7.65%) Architect
7 28 (7.39%) Principal Software Engineer
8 27 (7.12%) C# Software Engineer
9 25 (6.60%) .NET Software Engineer
9 25 (6.60%) Solutions Architect
10 24 (6.33%) Senior Architect
10 24 (6.33%) Senior Solutions Architect
11 22 (5.80%) .NET Developer
11 22 (5.80%) C# Developer
12 19 (5.01%) Analyst
12 19 (5.01%) Data Scientist
12 19 (5.01%) Product Manager
13 18 (4.75%) C# .NET Developer
13 18 (4.75%) Python Developer
Libraries, Frameworks & Software Standards
1 68 (17.94%) .NET
2 53 (13.98%) .NET Core
3 43 (11.35%) JSON
4 41 (10.82%) Kafka
5 34 (8.97%) Node.js
6 32 (8.44%) GraphQL
7 31 (8.18%) React
8 27 (7.12%) RESTful
9 26 (6.86%) CSS
10 23 (6.07%) REST
11 22 (5.80%) .NET Framework
11 22 (5.80%) HTML
12 21 (5.54%) AngularJS
12 21 (5.54%) Web Services
13 19 (5.01%) ASP.NET
14 18 (4.75%) Pandas
15 16 (4.22%) Django
15 16 (4.22%) XML
16 15 (3.96%) Vue
17 14 (3.69%) Swagger
Miscellaneous
1 168 (44.33%) Algorithms
2 72 (19.00%) Client/Server
3 38 (10.03%) Cloud Native
4 32 (8.44%) Self-Motivation
5 27 (7.12%) Management Information System
5 27 (7.12%) Product Ownership
6 11 (2.90%) Online Games
7 10 (2.64%) Virtual Team
8 9 (2.37%) Augmented Reality
8 9 (2.37%) Virtual Reality
9 7 (1.85%) Distributed Applications
9 7 (1.85%) Distributed Systems
9 7 (1.85%) IoT
10 6 (1.58%) Data Centre
11 5 (1.32%) Blockchain
11 5 (1.32%) Enterprise Cloud
11 5 (1.32%) Hybrid Cloud
11 5 (1.32%) Mobile App
12 3 (0.79%) Hedge funds
12 3 (0.79%) Renewable Energy
Operating Systems
1 7 (1.85%) Android
1 7 (1.85%) Apple iOS
2 4 (1.06%) Linux
3 2 (0.53%) Mac OS
3 2 (0.53%) Windows
4 1 (0.26%) Unix
4 1 (0.26%) Windows 10
4 1 (0.26%) Windows Server
4 1 (0.26%) Windows Server 2019
4 1 (0.26%) Windows Vista
Processes & Methodologies
1 190 (50.13%) Agile
2 158 (41.69%) Problem-Solving
3 140 (36.94%) Software Engineering
4 119 (31.40%) Computer Science
5 110 (29.02%) Data Science
6 102 (26.91%) Design Patterns
7 94 (24.80%) ETL
8 92 (24.27%) Data Modelling
9 90 (23.75%) Data Integration
10 78 (20.58%) Analytics
11 77 (20.32%) OOP
12 76 (20.05%) Machine Learning
13 75 (19.79%) DevOps
14 71 (18.73%) Scrum
15 70 (18.47%) Visualisation
16 67 (17.68%) CI/CD
17 66 (17.41%) Data Visualisation
18 65 (17.15%) Data Strategy
18 65 (17.15%) User Experience
19 63 (16.62%) Data Analysis
Programming Languages
1 187 (49.34%) Python
2 156 (41.16%) SQL
3 64 (16.89%) C#
3 64 (16.89%) JavaScript
4 56 (14.78%) TypeScript
5 55 (14.51%) Java
6 44 (11.61%) Go
7 39 (10.29%) Scala
8 23 (6.07%) Bash
9 20 (5.28%) C
10 13 (3.43%) R
11 12 (3.17%) PowerShell
12 8 (2.11%) PHP
13 5 (1.32%) Embedded C
13 5 (1.32%) Ruby
13 5 (1.32%) Rust
14 2 (0.53%) Assembly Language
14 2 (0.53%) C++
14 2 (0.53%) T-SQL
14 2 (0.53%) XPath
Qualifications
1 94 (24.80%) Degree
2 27 (7.12%) Master's Degree
3 24 (6.33%) TOGAF Certification
4 20 (5.28%) Computer Science Degree
5 14 (3.69%) Numerate Degree
6 11 (2.90%) MBA
7 10 (2.64%) Security Cleared
8 6 (1.58%) HNC
9 5 (1.32%) CCIE
9 5 (1.32%) Cisco Certification
9 5 (1.32%) DBS Check
9 5 (1.32%) JNCIE
10 4 (1.06%) BPSS Clearance
10 4 (1.06%) PhD
10 4 (1.06%) SC Cleared
11 3 (0.79%) PMI Certification
11 3 (0.79%) Sun Certification
12 2 (0.53%) Postgraduate
13 1 (0.26%) MCP
13 1 (0.26%) Microsoft Certification
Quality Assurance & Compliance
1 51 (13.46%) Data Quality
2 34 (8.97%) QA
3 2 (0.53%) Accessibility
4 1 (0.26%) SLA
System Software
1 37 (9.76%) Docker
2 4 (1.06%) Virtual Desktop
3 1 (0.26%) Hyper-V
3 1 (0.26%) Microsoft Virtual Server
3 1 (0.26%) Virtual Servers
3 1 (0.26%) VMware ESXi
Systems Management
1 53 (13.98%) Kubernetes
2 14 (3.69%) Terraform
3 5 (1.32%) Ansible
4 1 (0.26%) SCCM
Vendors
1 43 (11.35%) Google
2 42 (11.08%) Microsoft
3 23 (6.07%) Dell
4 18 (4.75%) Oracle
5 16 (4.22%) Databricks
6 10 (2.64%) Automation Anywhere
6 10 (2.64%) Blue Prism
6 10 (2.64%) UiPath
7 8 (2.11%) MuleSoft
7 8 (2.11%) Teradata
8 5 (1.32%) Adobe
8 5 (1.32%) SAP
9 4 (1.06%) Salesforce
9 4 (1.06%) ServiceNow
10 3 (0.79%) Progress
10 3 (0.79%) Talend
11 2 (0.53%) HubSpot
11 2 (0.53%) Informatica
11 2 (0.53%) Xero
12 1 (0.26%) Dataiku