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 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 300 301 257
Rank change year-on-year +1 -44 +41
Permanent jobs citing Data Structures 350 392 1,173
As % of all permanent jobs with a WFH option 0.98% 1.05% 1.55%
As % of the Miscellaneous category 2.83% 2.69% 3.27%
Number of salaries quoted 252 343 434
10th Percentile £35,000 £38,750 £40,000
25th Percentile £46,306 £49,250 £47,500
Median annual salary (50th Percentile) £68,500 £65,000 £66,250
Median % change year-on-year +5.38% -1.89% +10.42%
75th Percentile £87,813 £86,250 £86,250
90th Percentile £97,500 £112,500 £100,750
UK median annual salary £70,000 £65,000 £65,000
% change year-on-year +7.69% - -

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 12,386 14,549 35,885
As % of all permanent jobs with a WFH option 34.84% 38.82% 47.42%
Number of salaries quoted 9,322 10,904 17,354
10th Percentile £32,500 £40,000 £37,500
25th Percentile £43,000 £49,364 £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 £85,977 £83,750
90th Percentile £105,000 £109,531 £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 12 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 34 (9.71%) Apache Spark
2 10 (2.86%) Confluence
3 4 (1.14%) CMS
4 3 (0.86%) Apache Airflow
4 3 (0.86%) SharePoint
5 2 (0.57%) Ethereum
5 2 (0.57%) Oracle Workflow
5 2 (0.57%) SAS
Applications
1 10 (2.86%) Microsoft Excel
2 9 (2.57%) Spreadsheet
3 5 (1.43%) Microsoft Office
4 4 (1.14%) Acrobat
5 3 (0.86%) MS Visio
6 2 (0.57%) Microsoft PowerPoint
6 2 (0.57%) Sketch
6 2 (0.57%) Zeplin
7 1 (0.29%) InVision
7 1 (0.29%) UXPin
Business Applications
1 4 (1.14%) NetSuite
1 4 (1.14%) Oracle EBS
2 3 (0.86%) Dynamics CRM
2 3 (0.86%) Oracle iProcurement
3 2 (0.57%) Oracle Financials
4 1 (0.29%) Data Workbench
4 1 (0.29%) Endur
4 1 (0.29%) Oracle Procure-to-Pay
4 1 (0.29%) SAP S/4HANA
4 1 (0.29%) Shopify
Cloud Services
1 114 (32.57%) AWS
2 103 (29.43%) Azure
3 54 (15.43%) SaaS
4 52 (14.86%) Power Platform
5 43 (12.29%) Snowflake
6 33 (9.43%) GCP
7 32 (9.14%) Matillion
8 31 (8.86%) Serverless
9 30 (8.57%) AWS Lambda
9 30 (8.57%) Azure Cosmos DB
10 29 (8.29%) Azure DevOps
11 28 (8.00%) GitHub
12 15 (4.29%) Amazon S3
12 15 (4.29%) PaaS
13 12 (3.43%) Amazon SQS
13 12 (3.43%) Google Docs
13 12 (3.43%) Lucidchart
13 12 (3.43%) Miro
13 12 (3.43%) Slack
14 11 (3.14%) Azure Data Factory
Communications & Networking
1 9 (2.57%) TCP/IP
2 8 (2.29%) Wireless
3 6 (1.71%) Firewall
4 5 (1.43%) BGP
4 5 (1.43%) Internet
4 5 (1.43%) Intrusion Detection
4 5 (1.43%) IPsec
4 5 (1.43%) LAN
4 5 (1.43%) Network Security
4 5 (1.43%) NGFW
4 5 (1.43%) OSPF
4 5 (1.43%) SSL
4 5 (1.43%) VLAN
4 5 (1.43%) VPN
4 5 (1.43%) WAN
5 3 (0.86%) 4G
5 3 (0.86%) 5G
6 2 (0.57%) Ethernet
6 2 (0.57%) Multicast
6 2 (0.57%) NGN
Database & Business Intelligence
1 67 (19.14%) Data Warehouse
2 53 (15.14%) Data Lake
3 48 (13.71%) SQL Server
4 43 (12.29%) Elasticsearch
5 42 (12.00%) Power BI
6 36 (10.29%) Big Data
7 33 (9.43%) Redis
8 32 (9.14%) Star Schema
9 22 (6.29%) Hadoop
10 20 (5.71%) Data Mining
11 18 (5.14%) Tableau
12 16 (4.57%) Relational Database
13 15 (4.29%) BigQuery
13 15 (4.29%) MySQL
13 15 (4.29%) NoSQL
14 12 (3.43%) Scylla
15 11 (3.14%) PostgreSQL
16 7 (2.00%) Amazon Redshift
16 7 (2.00%) Azure SQL Database
16 7 (2.00%) Flink
Development Applications
1 31 (8.86%) GitLab
2 20 (5.71%) JIRA
3 19 (5.43%) Git
4 11 (3.14%) TeamCity
5 5 (1.43%) Oracle Forms
5 5 (1.43%) Postman
5 5 (1.43%) SoapUI
5 5 (1.43%) Visual Studio
6 3 (0.86%) Subversion
7 2 (0.57%) GCC
7 2 (0.57%) Hardhat
8 1 (0.29%) ER Studio
8 1 (0.29%) ERwin
8 1 (0.29%) Jenkins
8 1 (0.29%) Mockito
8 1 (0.29%) Team Foundation Server
8 1 (0.29%) Visual Studio Team System
General
1 129 (36.86%) Social Skills
2 69 (19.71%) Finance
3 57 (16.29%) Legal
4 42 (12.00%) Analytical Skills
5 24 (6.86%) Banking
6 16 (4.57%) Games
6 16 (4.57%) Inclusion and Diversity
7 14 (4.00%) Law
7 14 (4.00%) Retail
8 9 (2.57%) Tech for Good
9 7 (2.00%) Health Technology
9 7 (2.00%) Manufacturing
10 6 (1.71%) Multimedia
10 6 (1.71%) Publishing
11 5 (1.43%) Influencing Skills
11 5 (1.43%) Marketing
11 5 (1.43%) Pharmaceutical
12 4 (1.14%) Organisational Skills
13 3 (0.86%) Financial Institution
13 3 (0.86%) Presentation Skills
Job Titles
1 92 (26.29%) Developer
2 70 (20.00%) Data Engineer
3 60 (17.14%) Software Engineer
4 54 (15.43%) Senior
5 39 (11.14%) Lead
6 27 (7.71%) C# Software Engineer
7 24 (6.86%) .NET Software Engineer
8 23 (6.57%) .NET Developer
8 23 (6.57%) C# Developer
9 21 (6.00%) Principal Engineer
10 20 (5.71%) Data Scientist
11 19 (5.43%) C# .NET Developer
11 19 (5.43%) Product Manager
12 17 (4.86%) Principal Software Engineer
13 16 (4.57%) Analyst
13 16 (4.57%) AWS Developer
14 15 (4.29%) Senior Data Scientist
15 14 (4.00%) Software Developer
16 13 (3.71%) Python Developer
16 13 (3.71%) Senior Developer
Libraries, Frameworks & Software Standards
1 68 (19.43%) .NET
2 52 (14.86%) .NET Core
3 36 (10.29%) JSON
4 31 (8.86%) Node.js
5 29 (8.29%) Kafka
6 28 (8.00%) React
7 26 (7.43%) RESTful
8 23 (6.57%) AngularJS
9 21 (6.00%) .NET Framework
9 21 (6.00%) CSS
9 21 (6.00%) GraphQL
9 21 (6.00%) REST
10 20 (5.71%) HTML
11 19 (5.43%) Web Services
12 18 (5.14%) ASP.NET
12 18 (5.14%) Pandas
13 15 (4.29%) Vue
14 13 (3.71%) XML
15 11 (3.14%) ASP.NET MVC
15 11 (3.14%) XGBoost
Miscellaneous
1 153 (43.71%) Algorithms
2 75 (21.43%) Client/Server
3 34 (9.71%) Self-Motivation
4 24 (6.86%) Management Information System
4 24 (6.86%) Product Ownership
5 14 (4.00%) Cloud Native
6 13 (3.71%) Virtual Team
7 11 (3.14%) Online Games
8 9 (2.57%) IoT
8 9 (2.57%) Renewable Energy
9 7 (2.00%) Blockchain
9 7 (2.00%) Distributed Systems
10 6 (1.71%) Augmented Reality
10 6 (1.71%) Data Centre
10 6 (1.71%) Distributed Applications
10 6 (1.71%) Virtual Reality
11 5 (1.43%) Enterprise Cloud
11 5 (1.43%) Hybrid Cloud
11 5 (1.43%) Mobile App
12 3 (0.86%) Hedge funds
Operating Systems
1 10 (2.86%) Linux
2 8 (2.29%) Android
2 8 (2.29%) Apple iOS
3 4 (1.14%) Windows
4 1 (0.29%) Mac OS
4 1 (0.29%) Windows 10
4 1 (0.29%) Windows Server
4 1 (0.29%) Windows Server 2019
4 1 (0.29%) Windows Vista
Processes & Methodologies
1 167 (47.71%) Agile
2 147 (42.00%) Problem-Solving
3 128 (36.57%) Software Engineering
4 126 (36.00%) Computer Science
5 102 (29.14%) Data Science
6 98 (28.00%) Data Modelling
6 98 (28.00%) ETL
7 91 (26.00%) Data Integration
8 90 (25.71%) Analytics
9 79 (22.57%) Design Patterns
9 79 (22.57%) OOP
10 76 (21.71%) DevOps
10 76 (21.71%) Machine Learning
11 71 (20.29%) Visualisation
12 69 (19.71%) CI/CD
12 69 (19.71%) Data Pipeline
13 67 (19.14%) Data Strategy
14 65 (18.57%) Data Engineering
14 65 (18.57%) Decision-Making
15 64 (18.29%) Data Visualisation
Programming Languages
1 181 (51.71%) Python
2 166 (47.43%) SQL
3 68 (19.43%) C#
4 60 (17.14%) JavaScript
5 54 (15.43%) TypeScript
6 40 (11.43%) Java
7 33 (9.43%) Go
8 27 (7.71%) Scala
9 22 (6.29%) C
10 16 (4.57%) R
11 13 (3.71%) PowerShell
12 12 (3.43%) Bash
13 8 (2.29%) PHP
14 7 (2.00%) Rust
15 6 (1.71%) Ruby
16 5 (1.43%) C++
16 5 (1.43%) Embedded C
17 3 (0.86%) Julia
18 2 (0.57%) PL/SQL
18 2 (0.57%) Solidity
Qualifications
1 100 (28.57%) Degree
2 27 (7.71%) Master's Degree
3 20 (5.71%) Computer Science Degree
4 14 (4.00%) Numerate Degree
5 11 (3.14%) DBS Check
5 11 (3.14%) MBA
6 10 (2.86%) Security Cleared
7 5 (1.43%) CCIE
7 5 (1.43%) Cisco Certification
7 5 (1.43%) HNC
7 5 (1.43%) 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 (0.86%) Sun Certification
10 2 (0.57%) Postgraduate
11 1 (0.29%) MCP
11 1 (0.29%) Microsoft Certification
11 1 (0.29%) PMP
Quality Assurance & Compliance
1 57 (16.29%) Data Quality
2 30 (8.57%) QA
3 2 (0.57%) Accessibility
4 1 (0.29%) SLA
System Software
1 32 (9.14%) Docker
2 4 (1.14%) Virtual Desktop
3 1 (0.29%) Hyper-V
3 1 (0.29%) Microsoft Virtual Server
3 1 (0.29%) Virtual Servers
3 1 (0.29%) VMware ESXi
Systems Management
1 44 (12.57%) Kubernetes
2 13 (3.71%) Terraform
3 5 (1.43%) Ansible
4 1 (0.29%) FTK
4 1 (0.29%) SCCM
Vendors
1 37 (10.57%) Microsoft
2 26 (7.43%) Databricks
3 25 (7.14%) Google
4 18 (5.14%) Oracle
5 12 (3.43%) Dell
6 10 (2.86%) Automation Anywhere
6 10 (2.86%) Blue Prism
6 10 (2.86%) UiPath
7 8 (2.29%) MuleSoft
8 7 (2.00%) Informatica
8 7 (2.00%) Teradata
9 5 (1.43%) Adobe
10 4 (1.14%) Salesforce
10 4 (1.14%) SAP
10 4 (1.14%) ServiceNow
11 3 (0.86%) Progress
12 2 (0.57%) Foundry
12 2 (0.57%) Workday
13 1 (0.29%) Cellebrite
13 1 (0.29%) Dataiku