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

6 months to
2 Jun 2024
Same period 2023 Same period 2022
Rank 297 305 255
Rank change year-on-year +8 -50 +57
Permanent jobs citing Data Structures 352 404 1,174
As % of all permanent jobs with a WFH option 1.01% 1.05% 1.58%
As % of the Miscellaneous category 2.88% 2.69% 3.32%
Number of salaries quoted 254 351 431
10th Percentile £35,000 £38,750 £40,000
25th Percentile £46,604 £51,250 £47,500
Median annual salary (50th Percentile) £69,750 £67,071 £65,000
Median % change year-on-year +4.00% +3.19% +8.33%
75th Percentile £88,438 £86,875 £85,625
90th Percentile £97,500 £112,500 £100,750
UK median annual salary £70,000 £65,000 £64,000
% change year-on-year +7.69% +1.56% -1.54%

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 12,212 15,042 35,314
As % of all permanent jobs with a WFH option 35.10% 39.03% 47.40%
Number of salaries quoted 9,277 11,134 17,177
10th Percentile £32,500 £39,544 £37,500
25th Percentile £42,547 £48,750 £47,500
Median annual salary (50th Percentile) £60,000 £65,000 £65,000
Median % change year-on-year -7.69% - +13.04%
75th Percentile £80,000 £86,250 £83,750
90th Percentile £105,000 £110,000 £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 2 June 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 36 (10.23%) Apache Spark
2 8 (2.27%) Confluence
3 4 (1.14%) CMS
4 3 (0.85%) Apache Airflow
4 3 (0.85%) SharePoint
5 2 (0.57%) Oracle Workflow
5 2 (0.57%) SAS
6 1 (0.28%) Apache
6 1 (0.28%) Apache Solr
Applications
1 11 (3.13%) Microsoft Excel
2 9 (2.56%) Spreadsheet
3 5 (1.42%) Microsoft Office
4 4 (1.14%) Acrobat
5 3 (0.85%) MS Visio
6 2 (0.57%) Microsoft PowerPoint
6 2 (0.57%) Sketch
6 2 (0.57%) Zeplin
7 1 (0.28%) InVision
7 1 (0.28%) UXPin
Business Applications
1 4 (1.14%) NetSuite
1 4 (1.14%) Oracle EBS
1 4 (1.14%) Oracle iProcurement
2 3 (0.85%) Dynamics CRM
3 2 (0.57%) Oracle Financials
4 1 (0.28%) Data Workbench
4 1 (0.28%) Endur
4 1 (0.28%) Oracle Assets
4 1 (0.28%) Oracle EBS R12
4 1 (0.28%) Oracle ERP
4 1 (0.28%) Oracle FAH
4 1 (0.28%) Oracle General Ledger
4 1 (0.28%) Oracle Payables
4 1 (0.28%) Oracle Procure-to-Pay
4 1 (0.28%) Oracle Receivables
4 1 (0.28%) Oracle Subledger Accounting
4 1 (0.28%) SAP S/4HANA
4 1 (0.28%) Shopify
Cloud Services
1 116 (32.95%) AWS
2 102 (28.98%) Azure
3 56 (15.91%) SaaS
4 49 (13.92%) Power Platform
5 43 (12.22%) Snowflake
6 37 (10.51%) GCP
7 32 (9.09%) Matillion
8 31 (8.81%) Serverless
9 30 (8.52%) AWS Lambda
9 30 (8.52%) Azure Cosmos DB
10 27 (7.67%) Azure DevOps
10 27 (7.67%) GitHub
11 16 (4.55%) Amazon S3
12 15 (4.26%) PaaS
13 14 (3.98%) Amazon SQS
13 14 (3.98%) Google Docs
13 14 (3.98%) Lucidchart
13 14 (3.98%) Miro
13 14 (3.98%) Slack
14 10 (2.84%) Azure Cognitive Services
Communications & Networking
1 9 (2.56%) TCP/IP
2 8 (2.27%) Wireless
3 6 (1.70%) Firewall
4 5 (1.42%) BGP
4 5 (1.42%) Internet
4 5 (1.42%) Intrusion Detection
4 5 (1.42%) IPsec
4 5 (1.42%) LAN
4 5 (1.42%) Network Security
4 5 (1.42%) NGFW
4 5 (1.42%) OSPF
4 5 (1.42%) SSL
4 5 (1.42%) VLAN
4 5 (1.42%) VPN
4 5 (1.42%) WAN
5 3 (0.85%) 4G
5 3 (0.85%) 5G
6 2 (0.57%) Ethernet
6 2 (0.57%) Multicast
6 2 (0.57%) NGN
Database & Business Intelligence
1 64 (18.18%) Data Warehouse
2 52 (14.77%) Data Lake
3 49 (13.92%) SQL Server
4 46 (13.07%) Elasticsearch
5 39 (11.08%) Big Data
5 39 (11.08%) Power BI
6 35 (9.94%) Redis
7 32 (9.09%) Star Schema
8 25 (7.10%) Hadoop
9 18 (5.11%) Data Mining
10 17 (4.83%) Relational Database
10 17 (4.83%) Tableau
11 16 (4.55%) BigQuery
12 14 (3.98%) MySQL
12 14 (3.98%) NoSQL
12 14 (3.98%) Scylla
13 10 (2.84%) PostgreSQL
14 8 (2.27%) Flink
15 7 (1.99%) Amazon Redshift
16 6 (1.70%) RDBMS
Development Applications
1 33 (9.38%) GitLab
2 18 (5.11%) Git
2 18 (5.11%) JIRA
3 11 (3.13%) TeamCity
4 6 (1.70%) Oracle Forms
5 5 (1.42%) Postman
5 5 (1.42%) SoapUI
5 5 (1.42%) Visual Studio
6 3 (0.85%) Jenkins
7 2 (0.57%) GCC
7 2 (0.57%) Subversion
8 1 (0.28%) ER Studio
8 1 (0.28%) ERwin
8 1 (0.28%) Mockito
8 1 (0.28%) Team Foundation Server
8 1 (0.28%) Visual Studio Team System
General
1 129 (36.65%) Social Skills
2 66 (18.75%) Finance
3 57 (16.19%) Legal
4 40 (11.36%) Analytical Skills
5 25 (7.10%) Banking
6 19 (5.40%) Inclusion and Diversity
7 16 (4.55%) Games
8 14 (3.98%) Retail
9 13 (3.69%) Law
10 9 (2.56%) Tech for Good
11 7 (1.99%) Health Technology
11 7 (1.99%) Manufacturing
11 7 (1.99%) Multimedia
12 6 (1.70%) Publishing
13 5 (1.42%) Influencing Skills
13 5 (1.42%) Marketing
13 5 (1.42%) Pharmaceutical
14 4 (1.14%) Organisational Skills
15 3 (0.85%) Financial Institution
15 3 (0.85%) Presentation Skills
Job Titles
1 94 (26.70%) Developer
2 68 (19.32%) Data Engineer
3 62 (17.61%) Software Engineer
4 53 (15.06%) Senior
5 39 (11.08%) Lead
6 27 (7.67%) C# Software Engineer
7 24 (6.82%) .NET Software Engineer
8 23 (6.53%) .NET Developer
8 23 (6.53%) C# Developer
8 23 (6.53%) Principal Engineer
9 19 (5.40%) C# .NET Developer
9 19 (5.40%) Data Scientist
9 19 (5.40%) Principal Software Engineer
9 19 (5.40%) Product Manager
10 16 (4.55%) Analyst
10 16 (4.55%) AWS Developer
11 14 (3.98%) Python Developer
11 14 (3.98%) Senior Data Scientist
11 14 (3.98%) Senior Developer
11 14 (3.98%) Software Developer
Libraries, Frameworks & Software Standards
1 68 (19.32%) .NET
2 52 (14.77%) .NET Core
3 38 (10.80%) JSON
4 32 (9.09%) Kafka
4 32 (9.09%) Node.js
5 29 (8.24%) React
6 26 (7.39%) RESTful
7 24 (6.82%) CSS
8 23 (6.53%) GraphQL
9 22 (6.25%) HTML
9 22 (6.25%) REST
10 21 (5.97%) .NET Framework
10 21 (5.97%) AngularJS
10 21 (5.97%) Web Services
11 18 (5.11%) ASP.NET
11 18 (5.11%) Pandas
12 15 (4.26%) Vue
13 14 (3.98%) XML
14 12 (3.41%) Django
15 11 (3.13%) ASP.NET MVC
Miscellaneous
1 156 (44.32%) Algorithms
2 75 (21.31%) Client/Server
3 34 (9.66%) Self-Motivation
4 25 (7.10%) Management Information System
4 25 (7.10%) Product Ownership
5 14 (3.98%) Cloud Native
6 11 (3.13%) Online Games
6 11 (3.13%) Virtual Team
7 9 (2.56%) IoT
7 9 (2.56%) Renewable Energy
8 7 (1.99%) Augmented Reality
8 7 (1.99%) Distributed Systems
8 7 (1.99%) Virtual Reality
9 6 (1.70%) Data Centre
9 6 (1.70%) Distributed Applications
10 5 (1.42%) Blockchain
10 5 (1.42%) Enterprise Cloud
10 5 (1.42%) Hybrid Cloud
10 5 (1.42%) Mobile App
11 3 (0.85%) Wiki
Operating Systems
1 10 (2.84%) Linux
2 8 (2.27%) Android
2 8 (2.27%) Apple iOS
3 4 (1.14%) Windows
4 1 (0.28%) Mac OS
4 1 (0.28%) Windows 10
4 1 (0.28%) Windows Server
4 1 (0.28%) Windows Server 2019
4 1 (0.28%) Windows Vista
Processes & Methodologies
1 166 (47.16%) Agile
2 147 (41.76%) Problem-Solving
3 132 (37.50%) Software Engineering
4 125 (35.51%) Computer Science
5 103 (29.26%) Data Science
6 97 (27.56%) Data Modelling
7 96 (27.27%) ETL
8 90 (25.57%) Data Integration
9 84 (23.86%) Analytics
10 80 (22.73%) Design Patterns
11 79 (22.44%) OOP
12 75 (21.31%) Machine Learning
13 73 (20.74%) DevOps
14 72 (20.45%) Visualisation
15 70 (19.89%) CI/CD
16 68 (19.32%) Data Pipeline
17 66 (18.75%) Data Strategy
18 65 (18.47%) Data Visualisation
19 63 (17.90%) Data Engineering
19 63 (17.90%) Decision-Making
Programming Languages
1 181 (51.42%) Python
2 167 (47.44%) SQL
3 66 (18.75%) C#
4 61 (17.33%) JavaScript
5 53 (15.06%) TypeScript
6 44 (12.50%) Java
7 34 (9.66%) Go
8 30 (8.52%) Scala
9 22 (6.25%) C
10 15 (4.26%) R
11 14 (3.98%) Bash
12 13 (3.69%) PowerShell
13 8 (2.27%) PHP
14 6 (1.70%) Ruby
15 5 (1.42%) C++
15 5 (1.42%) Embedded C
16 4 (1.14%) Rust
17 2 (0.57%) Assembly Language
17 2 (0.57%) Julia
17 2 (0.57%) PL/SQL
Qualifications
1 99 (28.13%) Degree
2 27 (7.67%) Master's Degree
3 20 (5.68%) Computer Science Degree
4 14 (3.98%) Numerate Degree
5 11 (3.13%) DBS Check
5 11 (3.13%) MBA
6 10 (2.84%) Security Cleared
7 5 (1.42%) CCIE
7 5 (1.42%) Cisco Certification
7 5 (1.42%) HNC
7 5 (1.42%) JNCIE
8 4 (1.14%) BPSS Clearance
8 4 (1.14%) PhD
8 4 (1.14%) PMI Certification
8 4 (1.14%) SC Cleared
9 3 (0.85%) Sun Certification
10 2 (0.57%) Postgraduate
11 1 (0.28%) MCP
11 1 (0.28%) Microsoft Certification
11 1 (0.28%) PMP
Quality Assurance & Compliance
1 56 (15.91%) Data Quality
2 31 (8.81%) QA
3 2 (0.57%) Accessibility
4 1 (0.28%) SLA
System Software
1 34 (9.66%) Docker
2 4 (1.14%) Virtual Desktop
3 1 (0.28%) Hyper-V
3 1 (0.28%) Microsoft Virtual Server
3 1 (0.28%) Virtual Servers
3 1 (0.28%) VMware ESXi
Systems Management
1 46 (13.07%) Kubernetes
2 13 (3.69%) Terraform
3 5 (1.42%) Ansible
4 1 (0.28%) FTK
4 1 (0.28%) SCCM
Vendors
1 39 (11.08%) Microsoft
2 28 (7.95%) Google
3 24 (6.82%) Databricks
4 21 (5.97%) Oracle
5 14 (3.98%) Dell
6 10 (2.84%) Automation Anywhere
6 10 (2.84%) Blue Prism
6 10 (2.84%) UiPath
7 8 (2.27%) MuleSoft
7 8 (2.27%) Teradata
8 5 (1.42%) Adobe
8 5 (1.42%) SAP
9 4 (1.14%) Informatica
9 4 (1.14%) Salesforce
9 4 (1.14%) ServiceNow
10 3 (0.85%) Progress
11 2 (0.57%) Workday
12 1 (0.28%) Apple
12 1 (0.28%) Ariba
12 1 (0.28%) Ivanti