Data Structures Jobs in England

Data Structures
UK > England

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in England. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 27 April 2024 with a comparison to the same period over the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 281 285 195
Rank change year-on-year +4 -90 +76
Permanent jobs citing Data Structures 842 1,191 2,736
As % of all permanent jobs advertised in England 0.99% 1.28% 2.09%
As % of the Miscellaneous category 2.86% 2.95% 4.52%
Number of salaries quoted 442 685 831
10th Percentile £35,000 £43,500 £40,967
25th Percentile £46,306 £52,500 £47,500
Median annual salary (50th Percentile) £70,000 £68,823 £65,000
Median % change year-on-year +1.71% +5.88% -
75th Percentile £90,000 £92,500 £87,500
90th Percentile £110,000 £122,000 £105,000
UK median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% -

All Generic Skills
England

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 advertised in England with a requirement for generic IT skills.

Permanent vacancies with a requirement for generic IT skills 29,443 40,387 60,488
As % of all permanent jobs advertised in England 34.72% 43.32% 46.27%
Number of salaries quoted 20,757 21,802 30,475
10th Percentile £28,000 £35,422 £34,500
25th Percentile £38,000 £46,650 £46,250
Median annual salary (50th Percentile) £55,000 £65,000 £62,500
Median % change year-on-year -15.38% +4.00% +4.17%
75th Percentile £75,000 £87,500 £85,000
90th Percentile £98,474 £110,000 £105,000
UK median annual salary £55,000 £65,000 £62,500
% change year-on-year -15.38% +4.00% +4.17%

Data Structures
Job Vacancy Trend in England

Job postings citing Data Structures as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Structures in England

Data Structures
Salary Trend in England

3-month moving average salary quoted in jobs citing Data Structures in England.

Salary trend for Data Structures in England

Data Structures
Salary Histogram in England

Salary distribution for jobs citing Data Structures in England over the 6 months to 27 April 2024.

Salary histogram for Data Structures in England

Data Structures
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the England region over the 6 months to 27 April 2024. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London -44 279 £83,750 +4.69% 112
North of England +119 196 £71,038 +36.61% 24
South East +9 161 £50,000 -9.09% 14
North West +131 157 £80,000 +16.83% 11
Midlands +76 123 £42,500 -26.09% 15
East Midlands +49 75 £35,000 -36.36% 4
East of England -32 49 £75,000 +25.00% 18
West Midlands +34 48 £42,500 -32.00% 11
South West -30 30 £70,576 +19.23% 7
North East +2 20 £60,000 +20.39% 6
Yorkshire +40 19 £50,000 - 7
Data Structures
UK

Data Structures
Co-occurring Skills and Capabilities in England 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 26 (3.09%) Apache Spark
2 11 (1.31%) SAS
3 10 (1.19%) Apache
4 6 (0.71%) Confluence
5 4 (0.48%) CMS
5 4 (0.48%) SharePoint
6 3 (0.36%) Apache Airflow
6 3 (0.36%) Microsoft Exchange
7 2 (0.24%) Apache Solr
Applications
1 30 (3.56%) Microsoft Excel
2 26 (3.09%) Microsoft Office
3 9 (1.07%) Spreadsheet
4 5 (0.59%) MS Visio
5 4 (0.48%) Acrobat
6 3 (0.36%) Microsoft PowerPoint
7 2 (0.24%) Sketch
7 2 (0.24%) Zeplin
8 1 (0.12%) InVision
8 1 (0.12%) Microsoft Project
8 1 (0.12%) UXPin
Business Applications
1 8 (0.95%) NetSuite
2 4 (0.48%) Dynamics CRM
2 4 (0.48%) ResourceLink
2 4 (0.48%) SAP S/4HANA
3 3 (0.36%) Endur
4 2 (0.24%) MIS ActiveH
4 2 (0.24%) SAP WM
5 1 (0.12%) Data Workbench
5 1 (0.12%) Elite 3E
5 1 (0.12%) JDE EnterpriseOne
5 1 (0.12%) Oracle Assets
5 1 (0.12%) Oracle EBS
5 1 (0.12%) Oracle ERP
5 1 (0.12%) Oracle FAH
5 1 (0.12%) Oracle Payables
5 1 (0.12%) Oracle Receivables
5 1 (0.12%) Oracle Subledger Accounting
5 1 (0.12%) Primavera
5 1 (0.12%) SAP QM
5 1 (0.12%) Shopify
Cloud Services
1 426 (50.59%) Azure
2 221 (26.25%) IBM Cloud
3 192 (22.80%) Azure DevOps
4 154 (18.29%) Serverless
5 144 (17.10%) AWS
6 120 (14.25%) Azure Logic Apps
7 117 (13.90%) Azure API Management
7 117 (13.90%) Azure Functions
7 117 (13.90%) Azure Service Bus
8 65 (7.72%) Power Platform
9 59 (7.01%) SaaS
10 47 (5.58%) GCP
11 44 (5.23%) Snowflake
12 34 (4.04%) Matillion
13 33 (3.92%) AWS Lambda
14 31 (3.68%) Azure Cosmos DB
15 21 (2.49%) GitHub
16 18 (2.14%) PaaS
17 14 (1.66%) PowerApps
18 12 (1.43%) Azure Synapse Analytics
Communications & Networking
1 11 (1.31%) Wireless
2 7 (0.83%) TCP/IP
3 6 (0.71%) Firewall
4 5 (0.59%) BGP
4 5 (0.59%) Internet
4 5 (0.59%) Intrusion Detection
4 5 (0.59%) IPsec
4 5 (0.59%) LAN
4 5 (0.59%) Network Security
4 5 (0.59%) NGFW
4 5 (0.59%) OSPF
4 5 (0.59%) SSL
4 5 (0.59%) VLAN
4 5 (0.59%) VPN
4 5 (0.59%) WAN
5 3 (0.36%) Remote Desktop
6 2 (0.24%) 4G
6 2 (0.24%) 5G
6 2 (0.24%) Ethernet
6 2 (0.24%) NGN
Database & Business Intelligence
1 242 (28.74%) PostgreSQL
2 240 (28.50%) NoSQL
3 227 (26.96%) MongoDB
4 221 (26.25%) DB2
5 160 (19.00%) Relational Database
6 115 (13.66%) SQL Server
7 85 (10.10%) Data Warehouse
8 62 (7.36%) Data Lake
9 57 (6.77%) Power BI
10 50 (5.94%) Elasticsearch
11 46 (5.46%) Data Vault
12 35 (4.16%) Star Schema
13 34 (4.04%) Delta Lake
14 33 (3.92%) Big Data
15 24 (2.85%) Redis
15 24 (2.85%) Tableau
16 23 (2.73%) BigQuery
17 20 (2.38%) MySQL
18 19 (2.26%) Hadoop
19 17 (2.02%) Amazon Redshift
Development Applications
1 67 (7.96%) JIRA
2 44 (5.23%) Git
3 32 (3.80%) GitLab
4 11 (1.31%) TeamCity
5 9 (1.07%) Visual Studio
6 8 (0.95%) Oracle Forms
7 7 (0.83%) Maven
8 6 (0.71%) Postman
8 6 (0.71%) SoapUI
9 5 (0.59%) Grunt
9 5 (0.59%) gulp
9 5 (0.59%) Jasmine
9 5 (0.59%) Jenkins
9 5 (0.59%) Karma Test Runner
9 5 (0.59%) webpack
10 3 (0.36%) GCC
10 3 (0.36%) Gradle
11 2 (0.24%) Android Studio
12 1 (0.12%) ER Studio
12 1 (0.12%) Team Foundation Server
General
1 225 (26.72%) Public Sector
2 197 (23.40%) Social Skills
3 132 (15.68%) Finance
4 122 (14.49%) Inclusion and Diversity
5 94 (11.16%) Analytical Skills
6 58 (6.89%) Legal
7 44 (5.23%) Banking
8 39 (4.63%) Retail
9 26 (3.09%) Games
10 22 (2.61%) Law
11 19 (2.26%) Presentation Skills
12 14 (1.66%) Manufacturing
13 12 (1.43%) Marketing
13 12 (1.43%) Organisational Skills
14 9 (1.07%) Tech for Good
15 8 (0.95%) Documentation Skills
16 7 (0.83%) Front Office
16 7 (0.83%) Influencing Skills
16 7 (0.83%) Investment Banking
16 7 (0.83%) Military
Job Titles
1 271 (32.19%) Developer
2 131 (15.56%) Senior
3 129 (15.32%) Full Stack Developer
4 126 (14.96%) Data Engineer
5 117 (13.90%) Azure Developer
6 111 (13.18%) Full Stack Engineer
7 109 (12.95%) Azure Engineer
8 68 (8.08%) Lead
9 60 (7.13%) Software Engineer
10 43 (5.11%) Analyst
11 37 (4.39%) Architect
12 33 (3.92%) Software Developer
13 31 (3.68%) Senior Developer
14 28 (3.33%) C# Software Engineer
15 27 (3.21%) Informatica Engineer
16 26 (3.09%) .NET Software Engineer
17 22 (2.61%) .NET Developer
17 22 (2.61%) C# Developer
17 22 (2.61%) Senior Manager
18 21 (2.49%) Senior Architect
Libraries, Frameworks & Software Standards
1 303 (35.99%) .NET
2 275 (32.66%) HTML
3 267 (31.71%) CSS
4 256 (30.40%) AngularJS
5 250 (29.69%) REST
6 248 (29.45%) React
7 246 (29.22%) ASP.NET
8 245 (29.10%) Web Services
9 241 (28.62%) Vue
10 223 (26.48%) ASP.NET Core
11 221 (26.25%) Backbone.js
11 221 (26.25%) Ember.js
11 221 (26.25%) jQuery
11 221 (26.25%) Twitter Bootstrap
12 147 (17.46%) Node.js
13 59 (7.01%) JSON
14 55 (6.53%) .NET Core
15 41 (4.87%) RESTful
16 33 (3.92%) Kafka
17 32 (3.80%) XML
Miscellaneous
1 443 (52.61%) Algorithms
2 227 (26.96%) Blockchain
3 226 (26.84%) Hybrid Cloud
4 104 (12.35%) e-Learning
5 77 (9.14%) Client/Server
6 59 (7.01%) Self-Motivation
7 53 (6.29%) Management Information System
8 43 (5.11%) Public Cloud
9 42 (4.99%) Reinsurance
10 37 (4.39%) Cloud Native
11 30 (3.56%) Product Ownership
12 23 (2.73%) Virtual Team
13 19 (2.26%) Analytical Mindset
14 16 (1.90%) Distributed Systems
15 12 (1.43%) Hedge funds
16 11 (1.31%) Online Games
17 9 (1.07%) IoT
18 8 (0.95%) Enterprise Cloud
19 7 (0.83%) Life Science
19 7 (0.83%) Mobile App
Operating Systems
1 235 (27.91%) Linux
2 232 (27.55%) Windows
3 230 (27.32%) Android
4 228 (27.08%) Apple iOS
5 4 (0.48%) Windows 10
5 4 (0.48%) Windows Server
6 1 (0.12%) Mac OS
6 1 (0.12%) Windows Server 2019
6 1 (0.12%) Windows Vista
Processes & Methodologies
1 393 (46.67%) Agile
2 332 (39.43%) Design Patterns
3 309 (36.70%) OOP
4 305 (36.22%) Artificial Intelligence
5 275 (32.66%) User Experience
6 265 (31.47%) Full Stack Development
7 259 (30.76%) OO
8 241 (28.62%) MVC
8 241 (28.62%) Problem-Solving
9 237 (28.15%) DevOps
10 234 (27.79%) Web Development
11 228 (27.08%) Design Thinking
12 223 (26.48%) SOLID
13 222 (26.37%) Co-Creation
14 221 (26.25%) MVVM
14 221 (26.25%) Responsive Web Design
15 198 (23.52%) Computer Science
16 172 (20.43%) Coaching
17 170 (20.19%) Mentoring
18 166 (19.71%) Data Modelling
Programming Languages
1 484 (57.48%) SQL
2 367 (43.59%) Python
3 312 (37.05%) JavaScript
4 306 (36.34%) C#
5 203 (24.11%) Java
6 52 (6.18%) TypeScript
7 44 (5.23%) C
8 23 (2.73%) C++
9 22 (2.61%) Go
10 19 (2.26%) Scala
11 18 (2.14%) Fortran
12 17 (2.02%) R
13 14 (1.66%) PowerShell
14 12 (1.43%) Ruby
15 10 (1.19%) PHP
16 8 (0.95%) T-SQL
17 5 (0.59%) Embedded C
18 4 (0.48%) Data Analysis Expressions
18 4 (0.48%) Kotlin
18 4 (0.48%) SPARQL
Qualifications
1 204 (24.23%) Degree
2 61 (7.24%) Master's Degree
3 48 (5.70%) Computer Science Degree
4 28 (3.33%) PhD
5 21 (2.49%) Numerate Degree
6 15 (1.78%) TOGAF Certification
7 11 (1.31%) MBA
8 8 (0.95%) Security Cleared
9 7 (0.83%) Cisco Certification
9 7 (0.83%) HNC
10 5 (0.59%) CCIE
10 5 (0.59%) DBS Check
10 5 (0.59%) JNCIE
11 4 (0.48%) Azure Certification
12 3 (0.36%) PMI Certification
12 3 (0.36%) Sun Certification
13 2 (0.24%) CISSP
13 2 (0.24%) HND
13 2 (0.24%) Microsoft Certification
13 2 (0.24%) Postgraduate
Quality Assurance & Compliance
1 113 (13.42%) Data Quality
2 44 (5.23%) QA
3 11 (1.31%) Accessibility
4 7 (0.83%) CDISC
5 5 (0.59%) SLA
6 2 (0.24%) GDPR
6 2 (0.24%) GRC
6 2 (0.24%) Sarbanes-Oxley
7 1 (0.12%) PMO
7 1 (0.12%) UCITS
System Software
1 51 (6.06%) Docker
2 5 (0.59%) Active Directory
3 4 (0.48%) Virtual Desktop
4 1 (0.12%) Hyper-V
4 1 (0.12%) Microsoft Virtual Server
4 1 (0.12%) NFS
4 1 (0.12%) Virtual Servers
4 1 (0.12%) VMware ESXi
4 1 (0.12%) VMware Infrastructure
Systems Management
1 41 (4.87%) Kubernetes
2 13 (1.54%) Terraform
3 5 (0.59%) Ansible
4 4 (0.48%) SCCM
5 1 (0.12%) Enterprise Manager Cloud Control
5 1 (0.12%) Grafana
5 1 (0.12%) Oracle Enterprise Manager
5 1 (0.12%) Podman
5 1 (0.12%) Prometheus
Vendors
1 223 (26.48%) IBM
2 221 (26.25%) Red Hat
3 82 (9.74%) Oracle
4 74 (8.79%) Microsoft
5 62 (7.36%) Databricks
6 55 (6.53%) Informatica
7 28 (3.33%) Google
8 25 (2.97%) SAP
9 12 (1.43%) OpenAI
10 11 (1.31%) Salesforce
11 10 (1.19%) Teradata
12 9 (1.07%) Sage
13 8 (0.95%) Automation Anywhere
13 8 (0.95%) Blue Prism
13 8 (0.95%) MuleSoft
13 8 (0.95%) UiPath
14 6 (0.71%) Epicor
14 6 (0.71%) iManage
14 6 (0.71%) ServiceNow
15 5 (0.59%) Adobe