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

6 months to
26 May 2024
Same period 2023 Same period 2022
Rank 295 303 251
Rank change year-on-year +8 -52 +44
Permanent jobs citing Data Structures 353 411 1,123
As % of all permanent jobs with a WFH option 1.03% 1.03% 1.56%
As % of the Miscellaneous category 2.92% 2.66% 3.30%
Number of salaries quoted 251 355 424
10th Percentile £35,000 £38,750 £40,000
25th Percentile £46,306 £51,250 £47,500
Median annual salary (50th Percentile) £70,000 £67,500 £65,000
Median % change year-on-year +3.70% +3.85% +8.33%
75th Percentile £88,750 £87,500 £86,250
90th Percentile £97,500 £114,000 £100,750
UK median annual salary £70,000 £65,000 £63,000
% change year-on-year +7.69% +3.17% -3.08%

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 12,089 15,447 34,031
As % of all permanent jobs with a WFH option 35.42% 38.60% 47.15%
Number of salaries quoted 9,244 11,288 17,015
10th Percentile £32,500 £39,294 £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 £103,165 £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 26 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 39 (11.05%) Apache Spark
2 6 (1.70%) Confluence
3 4 (1.13%) CMS
4 3 (0.85%) Apache Airflow
4 3 (0.85%) SharePoint
5 2 (0.57%) Apache
5 2 (0.57%) Apache Solr
5 2 (0.57%) Oracle Workflow
5 2 (0.57%) SAS
Applications
1 11 (3.12%) Microsoft Excel
2 9 (2.55%) Spreadsheet
3 5 (1.42%) Microsoft Office
4 4 (1.13%) 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 (1.13%) Oracle EBS
1 4 (1.13%) Oracle iProcurement
2 3 (0.85%) Dynamics CRM
2 3 (0.85%) NetSuite
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
1 121 (34.28%) AWS
2 100 (28.33%) Azure
3 60 (17.00%) SaaS
4 44 (12.46%) Power Platform
5 43 (12.18%) Snowflake
6 42 (11.90%) GCP
7 32 (9.07%) Matillion
8 31 (8.78%) Serverless
9 30 (8.50%) AWS Lambda
9 30 (8.50%) Azure Cosmos DB
10 25 (7.08%) Azure DevOps
10 25 (7.08%) GitHub
11 20 (5.67%) Amazon S3
12 18 (5.10%) Amazon SQS
12 18 (5.10%) Google Docs
12 18 (5.10%) Lucidchart
12 18 (5.10%) Miro
12 18 (5.10%) Slack
13 15 (4.25%) PaaS
14 10 (2.83%) Azure Cognitive Services
Communications & Networking
1 9 (2.55%) 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 61 (17.28%) Data Warehouse
2 51 (14.45%) Elasticsearch
3 50 (14.16%) Data Lake
4 49 (13.88%) SQL Server
5 43 (12.18%) Big Data
6 39 (11.05%) Redis
7 34 (9.63%) Power BI
8 32 (9.07%) Star Schema
9 29 (8.22%) Hadoop
10 18 (5.10%) Scylla
11 17 (4.82%) Relational Database
12 16 (4.53%) BigQuery
12 16 (4.53%) Data Mining
12 16 (4.53%) Tableau
13 14 (3.97%) MySQL
14 13 (3.68%) NoSQL
15 10 (2.83%) PostgreSQL
16 8 (2.27%) Flink
17 7 (1.98%) Amazon Redshift
18 6 (1.70%) RDBMS
Development Applications
1 33 (9.35%) GitLab
2 17 (4.82%) Git
3 16 (4.53%) JIRA
4 11 (3.12%) TeamCity
5 6 (1.70%) Oracle Forms
6 5 (1.42%) Postman
6 5 (1.42%) SoapUI
6 5 (1.42%) Visual Studio
7 3 (0.85%) Jenkins
8 2 (0.57%) GCC
9 1 (0.28%) ER Studio
9 1 (0.28%) ERwin
9 1 (0.28%) Mockito
9 1 (0.28%) Subversion
9 1 (0.28%) Team Foundation Server
9 1 (0.28%) Visual Studio Team System
General
1 131 (37.11%) Social Skills
2 64 (18.13%) Finance
3 57 (16.15%) Legal
4 37 (10.48%) Analytical Skills
5 25 (7.08%) Banking
6 23 (6.52%) Inclusion and Diversity
7 16 (4.53%) Games
8 14 (3.97%) Retail
9 13 (3.68%) Law
10 9 (2.55%) Tech for Good
11 7 (1.98%) Health Technology
11 7 (1.98%) Manufacturing
11 7 (1.98%) Multimedia
12 6 (1.70%) Publishing
13 5 (1.42%) Influencing Skills
13 5 (1.42%) Marketing
13 5 (1.42%) Pharmaceutical
14 4 (1.13%) Organisational Skills
15 3 (0.85%) Financial Institution
15 3 (0.85%) Presentation Skills
Job Titles
1 96 (27.20%) Developer
2 66 (18.70%) Data Engineer
2 66 (18.70%) Software Engineer
3 51 (14.45%) Senior
4 38 (10.76%) Lead
5 27 (7.65%) C# Software Engineer
5 27 (7.65%) Principal Engineer
6 24 (6.80%) .NET Software Engineer
7 23 (6.52%) .NET Developer
7 23 (6.52%) C# Developer
7 23 (6.52%) Principal Software Engineer
8 19 (5.38%) C# .NET Developer
8 19 (5.38%) Data Scientist
8 19 (5.38%) Product Manager
9 16 (4.53%) AWS Developer
10 15 (4.25%) Analyst
10 15 (4.25%) Python Developer
11 14 (3.97%) Senior Data Scientist
11 14 (3.97%) Senior Developer
11 14 (3.97%) Software Developer
Libraries, Frameworks & Software Standards
1 68 (19.26%) .NET
2 52 (14.73%) .NET Core
3 40 (11.33%) JSON
4 36 (10.20%) Kafka
5 32 (9.07%) Node.js
6 29 (8.22%) React
7 27 (7.65%) GraphQL
8 26 (7.37%) RESTful
9 24 (6.80%) CSS
10 23 (6.52%) REST
11 22 (6.23%) HTML
12 21 (5.95%) .NET Framework
12 21 (5.95%) AngularJS
12 21 (5.95%) Web Services
13 18 (5.10%) ASP.NET
13 18 (5.10%) Pandas
14 15 (4.25%) Vue
14 15 (4.25%) XML
15 13 (3.68%) Django
16 12 (3.40%) Swagger
Miscellaneous
1 160 (45.33%) Algorithms
2 75 (21.25%) Client/Server
3 34 (9.63%) Self-Motivation
4 26 (7.37%) Product Ownership
5 25 (7.08%) Management Information System
6 14 (3.97%) Cloud Native
7 11 (3.12%) Online Games
7 11 (3.12%) Virtual Team
8 9 (2.55%) IoT
8 9 (2.55%) Renewable Energy
9 7 (1.98%) Augmented Reality
9 7 (1.98%) Distributed Systems
9 7 (1.98%) Virtual Reality
10 6 (1.70%) Data Centre
10 6 (1.70%) Distributed Applications
11 5 (1.42%) Blockchain
11 5 (1.42%) Enterprise Cloud
11 5 (1.42%) Hybrid Cloud
11 5 (1.42%) Mobile App
12 3 (0.85%) Embedded Systems
Operating Systems
1 10 (2.83%) Linux
2 8 (2.27%) Android
2 8 (2.27%) Apple iOS
3 4 (1.13%) 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
1 164 (46.46%) Agile
2 151 (42.78%) Problem-Solving
3 136 (38.53%) Software Engineering
4 124 (35.13%) Computer Science
5 106 (30.03%) Data Science
6 96 (27.20%) Data Modelling
7 95 (26.91%) ETL
8 90 (25.50%) Data Integration
9 81 (22.95%) Design Patterns
10 80 (22.66%) Analytics
11 79 (22.38%) OOP
12 73 (20.68%) Machine Learning
13 72 (20.40%) DevOps
14 71 (20.11%) Visualisation
15 68 (19.26%) CI/CD
16 66 (18.70%) Data Pipeline
16 66 (18.70%) Data Strategy
17 65 (18.41%) Data Visualisation
18 61 (17.28%) Data Engineering
18 61 (17.28%) Decision-Making
Programming Languages
1 183 (51.84%) Python
2 164 (46.46%) SQL
3 66 (18.70%) C#
4 61 (17.28%) JavaScript
5 53 (15.01%) TypeScript
6 49 (13.88%) Java
7 38 (10.76%) Go
8 34 (9.63%) Scala
9 22 (6.23%) C
10 18 (5.10%) Bash
11 14 (3.97%) R
12 13 (3.68%) PowerShell
13 8 (2.27%) PHP
14 6 (1.70%) Ruby
15 5 (1.42%) C++
15 5 (1.42%) Embedded C
16 4 (1.13%) Rust
17 2 (0.57%) Assembly Language
17 2 (0.57%) PL/SQL
17 2 (0.57%) T-SQL
Qualifications
1 98 (27.76%) Degree
2 27 (7.65%) Master's Degree
3 20 (5.67%) Computer Science Degree
4 14 (3.97%) Numerate Degree
5 11 (3.12%) DBS Check
5 11 (3.12%) MBA
6 10 (2.83%) 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 (1.13%) BPSS Clearance
8 4 (1.13%) PhD
8 4 (1.13%) PMI Certification
8 4 (1.13%) 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 55 (15.58%) Data Quality
2 32 (9.07%) QA
3 2 (0.57%) Accessibility
4 1 (0.28%) SLA
System Software
1 35 (9.92%) Docker
2 4 (1.13%) 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 50 (14.16%) Kubernetes
2 13 (3.68%) Terraform
3 5 (1.42%) Ansible
4 1 (0.28%) FTK
4 1 (0.28%) SCCM
Vendors
1 40 (11.33%) Microsoft
2 33 (9.35%) Google
3 22 (6.23%) Databricks
4 21 (5.95%) Oracle
5 18 (5.10%) Dell
6 10 (2.83%) Automation Anywhere
6 10 (2.83%) Blue Prism
6 10 (2.83%) UiPath
7 8 (2.27%) MuleSoft
7 8 (2.27%) Teradata
8 5 (1.42%) Adobe
8 5 (1.42%) SAP
9 4 (1.13%) Salesforce
9 4 (1.13%) ServiceNow
10 3 (0.85%) Progress
11 2 (0.57%) Informatica
11 2 (0.57%) Talend
12 1 (0.28%) Apple
12 1 (0.28%) Ariba
12 1 (0.28%) OpenLink