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

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 277 293 249
Rank change year-on-year +16 -44 +32
Permanent jobs citing Data Structures 384 456 1,063
As % of all permanent jobs with a WFH option 1.13% 1.10% 1.55%
As % of the Miscellaneous category 3.19% 2.85% 3.32%
Number of salaries quoted 256 388 437
10th Percentile £35,000 £38,750 £42,000
25th Percentile £46,306 £51,812 £47,815
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 £85,000
90th Percentile £97,500 £113,250 £100,300
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 12,055 16,013 32,008
As % of all permanent jobs with a WFH option 35.60% 38.51% 46.59%
Number of salaries quoted 9,252 11,630 16,857
10th Percentile £32,500 £39,000 £37,500
25th Percentile £42,500 £48,750 £47,500
Median annual salary (50th Percentile) £59,500 £65,000 £65,000
Median % change year-on-year -8.46% - +13.04%
75th Percentile £78,750 £86,250 £84,056
90th Percentile £101,250 £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 8 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 (11.46%) Apache Spark
2 6 (1.56%) Confluence
3 4 (1.04%) CMS
4 3 (0.78%) Apache Airflow
4 3 (0.78%) SharePoint
5 2 (0.52%) Apache
5 2 (0.52%) Apache Solr
5 2 (0.52%) SAS
6 1 (0.26%) Oracle Workflow
Applications
1 12 (3.13%) Microsoft Excel
2 9 (2.34%) Spreadsheet
3 5 (1.30%) Microsoft Office
4 4 (1.04%) Acrobat
5 3 (0.78%) MS Visio
6 2 (0.52%) Microsoft PowerPoint
6 2 (0.52%) Sketch
6 2 (0.52%) Zeplin
7 1 (0.26%) InVision
7 1 (0.26%) UXPin
Business Applications
1 3 (0.78%) Dynamics CRM
2 2 (0.52%) Oracle EBS
2 2 (0.52%) Oracle iProcurement
3 1 (0.26%) Data Workbench
3 1 (0.26%) Endur
3 1 (0.26%) NetSuite
3 1 (0.26%) Oracle Assets
3 1 (0.26%) Oracle EBS R12
3 1 (0.26%) Oracle ERP
3 1 (0.26%) Oracle FAH
3 1 (0.26%) Oracle General Ledger
3 1 (0.26%) Oracle Payables
3 1 (0.26%) Oracle Receivables
3 1 (0.26%) Oracle Subledger Accounting
3 1 (0.26%) SAP S/4HANA
3 1 (0.26%) Shopify
Cloud Services
1 149 (38.80%) AWS
2 124 (32.29%) Azure
3 68 (17.71%) SaaS
4 50 (13.02%) GCP
5 43 (11.20%) Snowflake
6 42 (10.94%) Power Platform
7 32 (8.33%) Matillion
8 31 (8.07%) Serverless
9 30 (7.81%) AWS Lambda
9 30 (7.81%) Azure Cosmos DB
10 26 (6.77%) Azure DevOps
10 26 (6.77%) GitHub
11 25 (6.51%) Amazon S3
12 23 (5.99%) Amazon SQS
12 23 (5.99%) Google Docs
12 23 (5.99%) Lucidchart
12 23 (5.99%) Miro
12 23 (5.99%) Slack
13 19 (4.95%) PaaS
14 10 (2.60%) Azure Cognitive Services
Communications & Networking
1 8 (2.08%) Wireless
2 7 (1.82%) TCP/IP
3 6 (1.56%) Firewall
4 5 (1.30%) BGP
4 5 (1.30%) Internet
4 5 (1.30%) Intrusion Detection
4 5 (1.30%) IPsec
4 5 (1.30%) LAN
4 5 (1.30%) Network Security
4 5 (1.30%) NGFW
4 5 (1.30%) OSPF
4 5 (1.30%) SSL
4 5 (1.30%) VLAN
4 5 (1.30%) VPN
4 5 (1.30%) WAN
5 2 (0.52%) 4G
5 2 (0.52%) 5G
5 2 (0.52%) Ethernet
5 2 (0.52%) NGN
6 1 (0.26%) SMS
Database & Business Intelligence
1 84 (21.88%) Data Warehouse
2 56 (14.58%) Elasticsearch
3 50 (13.02%) Data Lake
4 49 (12.76%) SQL Server
5 48 (12.50%) Big Data
6 44 (11.46%) Redis
7 37 (9.64%) Hadoop
8 32 (8.33%) Power BI
8 32 (8.33%) Star Schema
9 23 (5.99%) Scylla
10 19 (4.95%) BigQuery
11 17 (4.43%) Relational Database
12 16 (4.17%) Data Mining
13 15 (3.91%) Tableau
14 14 (3.65%) MySQL
15 12 (3.13%) NoSQL
16 10 (2.60%) PostgreSQL
17 8 (2.08%) Flink
18 7 (1.82%) Amazon Redshift
19 6 (1.56%) RDBMS
Development Applications
1 33 (8.59%) GitLab
2 17 (4.43%) Git
3 16 (4.17%) JIRA
4 11 (2.86%) TeamCity
5 6 (1.56%) Oracle Forms
5 6 (1.56%) Postman
5 6 (1.56%) SoapUI
5 6 (1.56%) Visual Studio
6 3 (0.78%) Jenkins
7 1 (0.26%) ER Studio
7 1 (0.26%) ERwin
7 1 (0.26%) GCC
7 1 (0.26%) Mockito
7 1 (0.26%) Team Foundation Server
7 1 (0.26%) Visual Studio Team System
General
1 137 (35.68%) Social Skills
2 67 (17.45%) Finance
3 55 (14.32%) Legal
4 35 (9.11%) Analytical Skills
5 32 (8.33%) Banking
6 29 (7.55%) Inclusion and Diversity
7 16 (4.17%) Games
8 14 (3.65%) Retail
9 13 (3.39%) Law
10 9 (2.34%) Tech for Good
11 8 (2.08%) Multimedia
12 7 (1.82%) Health Technology
12 7 (1.82%) Publishing
13 6 (1.56%) Front Office
13 6 (1.56%) Manufacturing
13 6 (1.56%) Presentation Skills
14 5 (1.30%) Influencing Skills
14 5 (1.30%) Marketing
14 5 (1.30%) Pharmaceutical
15 4 (1.04%) Organisational Skills
Job Titles
1 98 (25.52%) Developer
2 73 (19.01%) Senior
3 71 (18.49%) Software Engineer
4 65 (16.93%) Data Engineer
5 38 (9.90%) Lead
6 32 (8.33%) Principal Engineer
7 29 (7.55%) Architect
8 28 (7.29%) Principal Software Engineer
9 27 (7.03%) C# Software Engineer
10 25 (6.51%) .NET Software Engineer
10 25 (6.51%) Solutions Architect
11 24 (6.25%) Senior Architect
11 24 (6.25%) Senior Solutions Architect
12 22 (5.73%) .NET Developer
12 22 (5.73%) C# Developer
13 19 (4.95%) Analyst
13 19 (4.95%) Data Scientist
13 19 (4.95%) Product Manager
14 18 (4.69%) C# .NET Developer
15 16 (4.17%) AWS Developer
Libraries, Frameworks & Software Standards
1 68 (17.71%) .NET
2 53 (13.80%) .NET Core
3 42 (10.94%) JSON
4 41 (10.68%) Kafka
5 33 (8.59%) Node.js
6 32 (8.33%) GraphQL
7 30 (7.81%) React
8 27 (7.03%) RESTful
9 25 (6.51%) CSS
10 23 (5.99%) REST
11 22 (5.73%) .NET Framework
11 22 (5.73%) HTML
11 22 (5.73%) Web Services
12 21 (5.47%) AngularJS
13 19 (4.95%) ASP.NET
14 18 (4.69%) Pandas
15 16 (4.17%) XML
16 15 (3.91%) Vue
17 14 (3.65%) Django
18 13 (3.39%) Swagger
Miscellaneous
1 167 (43.49%) Algorithms
2 72 (18.75%) Client/Server
3 38 (9.90%) Cloud Native
4 33 (8.59%) Self-Motivation
5 28 (7.29%) Management Information System
6 26 (6.77%) Product Ownership
7 11 (2.86%) Online Games
8 10 (2.60%) Virtual Team
9 8 (2.08%) Augmented Reality
9 8 (2.08%) IoT
9 8 (2.08%) Renewable Energy
9 8 (2.08%) Virtual Reality
10 7 (1.82%) Distributed Applications
10 7 (1.82%) Distributed Systems
11 6 (1.56%) Data Centre
12 5 (1.30%) Blockchain
12 5 (1.30%) Enterprise Cloud
12 5 (1.30%) Hybrid Cloud
12 5 (1.30%) Mobile App
13 3 (0.78%) Wiki
Operating Systems
1 8 (2.08%) Linux
2 7 (1.82%) Android
2 7 (1.82%) Apple iOS
3 2 (0.52%) Windows
4 1 (0.26%) Mac OS
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 (49.48%) Agile
2 157 (40.89%) Problem-Solving
3 141 (36.72%) Software Engineering
4 120 (31.25%) Computer Science
5 110 (28.65%) Data Science
6 102 (26.56%) Design Patterns
7 98 (25.52%) Data Modelling
8 95 (24.74%) ETL
9 90 (23.44%) Data Integration
10 78 (20.31%) Analytics
11 77 (20.05%) OOP
12 76 (19.79%) Machine Learning
13 74 (19.27%) DevOps
14 70 (18.23%) Scrum
15 69 (17.97%) Visualisation
16 68 (17.71%) CI/CD
16 68 (17.71%) Data Pipeline
17 65 (16.93%) Data Strategy
17 65 (16.93%) Data Visualisation
17 65 (16.93%) User Experience
Programming Languages
1 191 (49.74%) Python
2 162 (42.19%) SQL
3 64 (16.67%) C#
4 63 (16.41%) JavaScript
5 57 (14.84%) Java
6 54 (14.06%) TypeScript
7 43 (11.20%) Go
8 39 (10.16%) Scala
9 23 (5.99%) Bash
10 20 (5.21%) C
11 13 (3.39%) R
12 12 (3.13%) PowerShell
13 8 (2.08%) PHP
14 5 (1.30%) Embedded C
14 5 (1.30%) Ruby
15 4 (1.04%) Rust
16 2 (0.52%) Assembly Language
16 2 (0.52%) C++
16 2 (0.52%) T-SQL
16 2 (0.52%) XPath
Qualifications
1 95 (24.74%) Degree
2 27 (7.03%) Master's Degree
3 24 (6.25%) TOGAF Certification
4 20 (5.21%) Computer Science Degree
5 14 (3.65%) Numerate Degree
6 11 (2.86%) MBA
7 10 (2.60%) DBS Check
7 10 (2.60%) Security Cleared
8 6 (1.56%) HNC
9 5 (1.30%) CCIE
9 5 (1.30%) Cisco Certification
9 5 (1.30%) JNCIE
10 4 (1.04%) BPSS Clearance
10 4 (1.04%) PhD
10 4 (1.04%) SC Cleared
11 3 (0.78%) PMI Certification
11 3 (0.78%) Sun Certification
12 2 (0.52%) Postgraduate
13 1 (0.26%) MCP
13 1 (0.26%) Microsoft Certification
Quality Assurance & Compliance
1 57 (14.84%) Data Quality
2 33 (8.59%) QA
3 2 (0.52%) Accessibility
4 1 (0.26%) SLA
System Software
1 37 (9.64%) Docker
2 4 (1.04%) 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 54 (14.06%) Kubernetes
2 13 (3.39%) Terraform
3 5 (1.30%) Ansible
4 1 (0.26%) SCCM
Vendors
1 42 (10.94%) Google
2 41 (10.68%) Microsoft
3 23 (5.99%) Dell
4 21 (5.47%) Databricks
5 19 (4.95%) Oracle
6 10 (2.60%) Automation Anywhere
6 10 (2.60%) Blue Prism
6 10 (2.60%) UiPath
7 8 (2.08%) MuleSoft
7 8 (2.08%) Teradata
8 5 (1.30%) Adobe
8 5 (1.30%) SAP
9 4 (1.04%) Salesforce
9 4 (1.04%) ServiceNow
10 3 (0.78%) Progress
10 3 (0.78%) Talend
11 2 (0.52%) HubSpot
11 2 (0.52%) Informatica
11 2 (0.52%) Xero
12 1 (0.26%) Dataiku