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 15 May 2024 with a comparison to the same period over the previous 2 years.

6 months to
15 May 2024
Same period 2023 Same period 2022
Rank 284 299 251
Rank change year-on-year +15 -48 +35
Permanent jobs citing Data Structures 364 432 1,095
As % of all permanent jobs with a WFH option 1.08% 1.06% 1.57%
As % of the Miscellaneous category 3.02% 2.76% 3.34%
Number of salaries quoted 257 366 434
10th Percentile £35,000 £40,000 £40,000
25th Percentile £46,306 £51,250 £47,500
Median annual salary (50th Percentile) £69,000 £68,823 £65,000
Median % change year-on-year +0.26% +5.88% +8.33%
75th Percentile £87,500 £87,500 £86,250
90th Percentile £97,500 £113,750 £100,750
UK median annual salary £70,000 £67,500 £62,500
% change year-on-year +3.70% +8.00% -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 12,058 15,654 32,781
As % of all permanent jobs with a WFH option 35.74% 38.47% 46.89%
Number of salaries quoted 9,245 11,425 16,875
10th Percentile £32,500 £39,268 £37,500
25th Percentile £42,500 £48,750 £47,500
Median annual salary (50th Percentile) £59,526 £65,000 £65,000
Median % change year-on-year -8.42% - +13.04%
75th Percentile £80,000 £86,250 £83,750
90th Percentile £102,500 £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 15 May 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 44 (12.09%) Apache Spark
2 6 (1.65%) Confluence
3 4 (1.10%) CMS
4 3 (0.82%) Apache Airflow
4 3 (0.82%) SharePoint
5 2 (0.55%) Apache
5 2 (0.55%) Apache Solr
5 2 (0.55%) SAS
6 1 (0.27%) Oracle Workflow
Applications
1 12 (3.30%) Microsoft Excel
2 9 (2.47%) Spreadsheet
3 5 (1.37%) Microsoft Office
4 4 (1.10%) Acrobat
5 3 (0.82%) MS Visio
6 2 (0.55%) Microsoft PowerPoint
6 2 (0.55%) Sketch
6 2 (0.55%) Zeplin
7 1 (0.27%) InVision
7 1 (0.27%) UXPin
Business Applications
1 3 (0.82%) Dynamics CRM
2 2 (0.55%) NetSuite
2 2 (0.55%) Oracle EBS
2 2 (0.55%) Oracle iProcurement
3 1 (0.27%) Data Workbench
3 1 (0.27%) Endur
3 1 (0.27%) Oracle Assets
3 1 (0.27%) Oracle EBS R12
3 1 (0.27%) Oracle ERP
3 1 (0.27%) Oracle FAH
3 1 (0.27%) Oracle General Ledger
3 1 (0.27%) Oracle Payables
3 1 (0.27%) Oracle Receivables
3 1 (0.27%) Oracle Subledger Accounting
3 1 (0.27%) SAP S/4HANA
3 1 (0.27%) Shopify
Cloud Services
1 126 (34.62%) AWS
2 99 (27.20%) Azure
3 67 (18.41%) SaaS
4 48 (13.19%) GCP
5 43 (11.81%) Power Platform
5 43 (11.81%) Snowflake
6 32 (8.79%) Matillion
7 31 (8.52%) Serverless
8 30 (8.24%) AWS Lambda
8 30 (8.24%) Azure Cosmos DB
9 26 (7.14%) GitHub
10 25 (6.87%) Amazon S3
10 25 (6.87%) Azure DevOps
11 23 (6.32%) Amazon SQS
11 23 (6.32%) Google Docs
11 23 (6.32%) Lucidchart
11 23 (6.32%) Miro
11 23 (6.32%) Slack
12 18 (4.95%) PaaS
13 10 (2.75%) Azure Cognitive Services
Communications & Networking
1 9 (2.47%) TCP/IP
2 8 (2.20%) Wireless
3 6 (1.65%) Firewall
4 5 (1.37%) BGP
4 5 (1.37%) Internet
4 5 (1.37%) Intrusion Detection
4 5 (1.37%) IPsec
4 5 (1.37%) LAN
4 5 (1.37%) Network Security
4 5 (1.37%) NGFW
4 5 (1.37%) OSPF
4 5 (1.37%) SSL
4 5 (1.37%) VLAN
4 5 (1.37%) VPN
4 5 (1.37%) WAN
5 3 (0.82%) 4G
5 3 (0.82%) 5G
6 2 (0.55%) Ethernet
6 2 (0.55%) Multicast
6 2 (0.55%) NGN
Database & Business Intelligence
1 61 (16.76%) Data Warehouse
2 56 (15.38%) Elasticsearch
3 50 (13.74%) Data Lake
4 49 (13.46%) SQL Server
5 48 (13.19%) Big Data
6 44 (12.09%) Redis
7 35 (9.62%) Hadoop
8 33 (9.07%) Power BI
9 32 (8.79%) Star Schema
10 23 (6.32%) Scylla
11 17 (4.67%) BigQuery
11 17 (4.67%) Relational Database
12 16 (4.40%) Data Mining
13 15 (4.12%) Tableau
14 14 (3.85%) MySQL
15 13 (3.57%) NoSQL
16 10 (2.75%) PostgreSQL
17 8 (2.20%) Flink
18 7 (1.92%) Amazon Redshift
19 6 (1.65%) RDBMS
Development Applications
1 33 (9.07%) GitLab
2 17 (4.67%) Git
3 16 (4.40%) JIRA
4 11 (3.02%) TeamCity
5 6 (1.65%) Oracle Forms
6 5 (1.37%) Postman
6 5 (1.37%) SoapUI
6 5 (1.37%) Visual Studio
7 3 (0.82%) Jenkins
8 2 (0.55%) GCC
9 1 (0.27%) ER Studio
9 1 (0.27%) ERwin
9 1 (0.27%) Mockito
9 1 (0.27%) Team Foundation Server
9 1 (0.27%) Visual Studio Team System
General
1 139 (38.19%) Social Skills
2 67 (18.41%) Finance
3 57 (15.66%) Legal
4 36 (9.89%) Analytical Skills
5 30 (8.24%) Banking
6 29 (7.97%) Inclusion and Diversity
7 16 (4.40%) Games
8 14 (3.85%) Retail
9 13 (3.57%) Law
10 9 (2.47%) Tech for Good
11 8 (2.20%) Multimedia
12 7 (1.92%) Health Technology
13 6 (1.65%) Front Office
13 6 (1.65%) Manufacturing
13 6 (1.65%) Publishing
14 5 (1.37%) Influencing Skills
14 5 (1.37%) Marketing
14 5 (1.37%) Pharmaceutical
15 4 (1.10%) Organisational Skills
15 4 (1.10%) Presentation Skills
Job Titles
1 100 (27.47%) Developer
2 72 (19.78%) Software Engineer
3 66 (18.13%) Data Engineer
4 51 (14.01%) Senior
5 38 (10.44%) Lead
6 32 (8.79%) Principal Engineer
7 28 (7.69%) Principal Software Engineer
8 27 (7.42%) C# Software Engineer
9 24 (6.59%) .NET Software Engineer
10 22 (6.04%) .NET Developer
10 22 (6.04%) C# Developer
11 19 (5.22%) Data Scientist
11 19 (5.22%) Product Manager
12 18 (4.95%) C# .NET Developer
13 17 (4.67%) Analyst
14 16 (4.40%) AWS Developer
14 16 (4.40%) Python Developer
15 15 (4.12%) Software Developer
16 14 (3.85%) Senior Data Scientist
16 14 (3.85%) Senior Developer
Libraries, Frameworks & Software Standards
1 67 (18.41%) .NET
2 52 (14.29%) .NET Core
3 41 (11.26%) JSON
3 41 (11.26%) Kafka
4 33 (9.07%) Node.js
5 32 (8.79%) GraphQL
6 30 (8.24%) React
7 26 (7.14%) RESTful
8 25 (6.87%) CSS
9 23 (6.32%) REST
10 22 (6.04%) HTML
11 21 (5.77%) .NET Framework
11 21 (5.77%) AngularJS
11 21 (5.77%) Web Services
12 18 (4.95%) ASP.NET
12 18 (4.95%) Pandas
13 15 (4.12%) Vue
13 15 (4.12%) XML
14 14 (3.85%) Django
15 13 (3.57%) Swagger
Miscellaneous
1 170 (46.70%) Algorithms
2 74 (20.33%) Client/Server
3 33 (9.07%) Self-Motivation
4 27 (7.42%) Management Information System
4 27 (7.42%) Product Ownership
5 14 (3.85%) Cloud Native
6 11 (3.02%) Online Games
6 11 (3.02%) Virtual Team
7 9 (2.47%) IoT
7 9 (2.47%) Renewable Energy
8 8 (2.20%) Augmented Reality
8 8 (2.20%) Virtual Reality
9 7 (1.92%) Distributed Systems
10 6 (1.65%) Data Centre
10 6 (1.65%) Distributed Applications
11 5 (1.37%) Blockchain
11 5 (1.37%) Enterprise Cloud
11 5 (1.37%) Hybrid Cloud
11 5 (1.37%) Mobile App
12 3 (0.82%) Hedge funds
Operating Systems
1 10 (2.75%) Linux
2 8 (2.20%) Android
2 8 (2.20%) Apple iOS
3 4 (1.10%) Windows
4 1 (0.27%) Mac OS
4 1 (0.27%) Windows 10
4 1 (0.27%) Windows Server
4 1 (0.27%) Windows Server 2019
4 1 (0.27%) Windows Vista
Processes & Methodologies
1 168 (46.15%) Agile
2 159 (43.68%) Problem-Solving
3 144 (39.56%) Software Engineering
4 123 (33.79%) Computer Science
5 110 (30.22%) Data Science
6 97 (26.65%) Data Modelling
7 96 (26.37%) ETL
8 91 (25.00%) Data Integration
9 81 (22.25%) Design Patterns
10 79 (21.70%) Analytics
10 79 (21.70%) OOP
11 74 (20.33%) Machine Learning
12 73 (20.05%) DevOps
13 71 (19.51%) Visualisation
14 68 (18.68%) CI/CD
15 67 (18.41%) Data Pipeline
16 66 (18.13%) Data Strategy
16 66 (18.13%) Data Visualisation
17 65 (17.86%) User Experience
18 61 (16.76%) Data Engineering
Programming Languages
1 191 (52.47%) Python
2 163 (44.78%) SQL
3 65 (17.86%) C#
4 62 (17.03%) JavaScript
5 57 (15.66%) Java
6 54 (14.84%) TypeScript
7 44 (12.09%) Go
8 39 (10.71%) Scala
9 23 (6.32%) Bash
10 22 (6.04%) C
11 13 (3.57%) PowerShell
11 13 (3.57%) R
12 8 (2.20%) PHP
13 6 (1.65%) Ruby
14 5 (1.37%) C++
14 5 (1.37%) Embedded C
15 4 (1.10%) Rust
16 2 (0.55%) Assembly Language
16 2 (0.55%) T-SQL
16 2 (0.55%) XPath
Qualifications
1 97 (26.65%) Degree
2 27 (7.42%) Master's Degree
3 20 (5.49%) Computer Science Degree
4 14 (3.85%) Numerate Degree
5 11 (3.02%) DBS Check
5 11 (3.02%) MBA
6 10 (2.75%) Security Cleared
7 5 (1.37%) CCIE
7 5 (1.37%) Cisco Certification
7 5 (1.37%) HNC
7 5 (1.37%) JNCIE
8 4 (1.10%) BPSS Clearance
8 4 (1.10%) PhD
8 4 (1.10%) PMI Certification
8 4 (1.10%) SC Cleared
9 3 (0.82%) Sun Certification
10 2 (0.55%) Postgraduate
11 1 (0.27%) MCP
11 1 (0.27%) Microsoft Certification
11 1 (0.27%) PMP
Quality Assurance & Compliance
1 56 (15.38%) Data Quality
2 33 (9.07%) QA
3 2 (0.55%) Accessibility
4 1 (0.27%) SLA
System Software
1 37 (10.16%) Docker
2 4 (1.10%) Virtual Desktop
3 1 (0.27%) Hyper-V
3 1 (0.27%) Microsoft Virtual Server
3 1 (0.27%) Virtual Servers
3 1 (0.27%) VMware ESXi
Systems Management
1 56 (15.38%) Kubernetes
2 13 (3.57%) Terraform
3 5 (1.37%) Ansible
4 1 (0.27%) FTK
4 1 (0.27%) SCCM
Vendors
1 41 (11.26%) Microsoft
2 40 (10.99%) Google
3 23 (6.32%) Dell
4 22 (6.04%) Databricks
5 19 (5.22%) Oracle
6 10 (2.75%) Automation Anywhere
6 10 (2.75%) Blue Prism
6 10 (2.75%) UiPath
7 8 (2.20%) MuleSoft
7 8 (2.20%) Teradata
8 5 (1.37%) Adobe
8 5 (1.37%) SAP
9 4 (1.10%) Salesforce
9 4 (1.10%) ServiceNow
10 3 (0.82%) Progress
10 3 (0.82%) Talend
11 2 (0.55%) HubSpot
11 2 (0.55%) Informatica
11 2 (0.55%) Xero
12 1 (0.27%) Dataiku