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

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 301 292 181
Rank change year-on-year -9 -111 +92
Permanent jobs citing Data Structures 857 1,011 3,190
As % of all permanent jobs advertised in England 0.94% 1.20% 2.26%
As % of the Miscellaneous category 2.81% 2.76% 4.77%
Number of salaries quoted 432 617 793
10th Percentile £35,000 £43,500 £40,000
25th Percentile £47,500 £51,750 £47,500
Median annual salary (50th Percentile) £70,000 £67,500 £65,000
Median % change year-on-year +3.70% +3.85% -
75th Percentile £90,000 £90,000 £87,500
90th Percentile £110,000 £121,250 £107,000
UK median annual salary £70,000 £65,000 £63,000
% change year-on-year +7.69% +3.17% -3.08%

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 30,484 36,695 66,926
As % of all permanent jobs advertised in England 33.50% 43.61% 47.39%
Number of salaries quoted 20,995 20,279 30,587
10th Percentile £28,000 £35,761 £34,750
25th Percentile £38,000 £46,686 £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 £100,000 £110,500 £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 1 June 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 1 June 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 -20 281 £85,000 +6.25% 127
North of England +118 193 £71,500 +40.24% 15
South East -10 162 £50,000 -4.76% 15
North West +121 160 £80,000 +15.20% 12
Midlands +76 138 £46,250 -11.90% 11
East Midlands +55 85 £35,000 -26.32% 4
West Midlands +4 53 £55,000 +4.76% 7
East of England -40 50 £75,000 +25.00% 9
South West -43 30 £70,576 +17.14% 9
North East -10 17 £71,500 +49.98%
Yorkshire +20 16 £50,000 - 3
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 34 (3.97%) Apache Spark
2 13 (1.52%) Apache
3 10 (1.17%) SAS
4 8 (0.93%) Confluence
5 4 (0.47%) Apache Airflow
5 4 (0.47%) Apache Pulsar
5 4 (0.47%) CMS
5 4 (0.47%) SharePoint
6 3 (0.35%) Microsoft Exchange
7 1 (0.12%) Apache Solr
Applications
1 29 (3.38%) Microsoft Excel
2 24 (2.80%) Microsoft Office
3 9 (1.05%) Spreadsheet
4 6 (0.70%) MS Visio
5 4 (0.47%) Acrobat
6 3 (0.35%) Microsoft PowerPoint
7 2 (0.23%) Sketch
7 2 (0.23%) Zeplin
8 1 (0.12%) InVision
8 1 (0.12%) Microsoft Project
8 1 (0.12%) UXPin
Business Applications
1 11 (1.28%) NetSuite
2 4 (0.47%) Dynamics CRM
2 4 (0.47%) ResourceLink
2 4 (0.47%) SAP S/4HANA
3 3 (0.35%) Endur
4 2 (0.23%) MIS ActiveH
4 2 (0.23%) SAP WM
5 1 (0.12%) Data Workbench
5 1 (0.12%) Elite 3E
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 iProcurement
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
1 430 (50.18%) Azure
2 238 (27.77%) IBM Cloud
3 203 (23.69%) Azure DevOps
4 161 (18.79%) Serverless
5 137 (15.99%) AWS
6 128 (14.94%) Azure Logic Apps
7 125 (14.59%) Azure API Management
7 125 (14.59%) Azure Functions
7 125 (14.59%) Azure Service Bus
8 73 (8.52%) Power Platform
9 59 (6.88%) SaaS
10 47 (5.48%) GCP
11 44 (5.13%) Snowflake
12 34 (3.97%) Matillion
13 32 (3.73%) AWS Lambda
14 30 (3.50%) Azure Cosmos DB
15 24 (2.80%) GitHub
16 16 (1.87%) PowerApps
17 13 (1.52%) Azure Data Factory
17 13 (1.52%) Power Automate
Communications & Networking
1 11 (1.28%) Wireless
2 9 (1.05%) TCP/IP
3 6 (0.70%) Firewall
4 5 (0.58%) BGP
4 5 (0.58%) Internet
4 5 (0.58%) Intrusion Detection
4 5 (0.58%) IPsec
4 5 (0.58%) LAN
4 5 (0.58%) Network Security
4 5 (0.58%) NGFW
4 5 (0.58%) OSPF
4 5 (0.58%) SSL
4 5 (0.58%) VLAN
4 5 (0.58%) VPN
4 5 (0.58%) WAN
5 3 (0.35%) 4G
5 3 (0.35%) 5G
5 3 (0.35%) Remote Desktop
6 2 (0.23%) Multicast
6 2 (0.23%) NGN
Database & Business Intelligence
1 259 (30.22%) NoSQL
1 259 (30.22%) PostgreSQL
2 243 (28.35%) MongoDB
3 238 (27.77%) DB2
4 169 (19.72%) Relational Database
5 110 (12.84%) SQL Server
6 81 (9.45%) Data Warehouse
7 66 (7.70%) Power BI
8 62 (7.23%) Data Lake
9 50 (5.83%) Elasticsearch
10 45 (5.25%) Data Vault
11 36 (4.20%) Big Data
12 35 (4.08%) Star Schema
13 29 (3.38%) Delta Lake
14 26 (3.03%) Tableau
15 25 (2.92%) BigQuery
16 24 (2.80%) Redis
17 23 (2.68%) MySQL
18 18 (2.10%) Data Mining
19 17 (1.98%) Amazon Redshift
Development Applications
1 66 (7.70%) JIRA
2 47 (5.48%) Git
3 33 (3.85%) GitLab
4 12 (1.40%) Visual Studio
5 11 (1.28%) TeamCity
6 8 (0.93%) Oracle Forms
7 7 (0.82%) Maven
8 5 (0.58%) Jasmine
8 5 (0.58%) Jenkins
8 5 (0.58%) Karma Test Runner
8 5 (0.58%) Postman
8 5 (0.58%) SoapUI
9 4 (0.47%) GCC
9 4 (0.47%) Grunt
9 4 (0.47%) gulp
9 4 (0.47%) webpack
10 3 (0.35%) Gradle
10 3 (0.35%) Subversion
11 2 (0.23%) Android Studio
12 1 (0.12%) ER Studio
General
1 242 (28.24%) Public Sector
2 204 (23.80%) Social Skills
3 142 (16.57%) Inclusion and Diversity
4 134 (15.64%) Finance
5 98 (11.44%) Analytical Skills
6 63 (7.35%) Legal
7 47 (5.48%) Retail
8 40 (4.67%) Banking
9 25 (2.92%) Presentation Skills
10 24 (2.80%) Games
11 22 (2.57%) Law
12 14 (1.63%) Manufacturing
13 12 (1.40%) Marketing
13 12 (1.40%) Organisational Skills
14 9 (1.05%) Tech for Good
15 7 (0.82%) Health Technology
15 7 (0.82%) Military
16 6 (0.70%) Influencing Skills
16 6 (0.70%) Pharmaceutical
17 5 (0.58%) Publishing
Job Titles
1 276 (32.21%) Developer
2 137 (15.99%) Full Stack Developer
3 133 (15.52%) Data Engineer
4 128 (14.94%) Senior
5 125 (14.59%) Azure Developer
6 120 (14.00%) Full Stack Engineer
7 114 (13.30%) Azure Engineer
8 78 (9.10%) Lead
9 64 (7.47%) Software Engineer
10 36 (4.20%) Analyst
11 32 (3.73%) Architect
12 31 (3.62%) Software Developer
13 30 (3.50%) Senior Developer
14 29 (3.38%) Informatica Engineer
15 28 (3.27%) C# Software Engineer
16 27 (3.15%) Senior Manager
17 25 (2.92%) .NET Software Engineer
18 23 (2.68%) .NET Developer
18 23 (2.68%) C# Developer
19 20 (2.33%) Product Manager
Libraries, Frameworks & Software Standards
1 321 (37.46%) .NET
2 288 (33.61%) HTML
3 283 (33.02%) CSS
4 272 (31.74%) AngularJS
5 265 (30.92%) REST
5 265 (30.92%) Web Services
6 263 (30.69%) React
7 262 (30.57%) ASP.NET
8 260 (30.34%) Vue
9 240 (28.00%) ASP.NET Core
10 238 (27.77%) Backbone.js
10 238 (27.77%) Ember.js
10 238 (27.77%) jQuery
10 238 (27.77%) Twitter Bootstrap
11 154 (17.97%) Node.js
12 54 (6.30%) .NET Core
13 50 (5.83%) JSON
14 39 (4.55%) RESTful
15 37 (4.32%) Kafka
16 31 (3.62%) XML
Miscellaneous
1 460 (53.68%) Algorithms
2 244 (28.47%) Blockchain
3 243 (28.35%) Hybrid Cloud
4 113 (13.19%) e-Learning
5 80 (9.33%) Client/Server
6 61 (7.12%) Self-Motivation
7 46 (5.37%) Management Information System
8 38 (4.43%) Public Cloud
9 37 (4.32%) Reinsurance
10 33 (3.85%) Virtual Team
11 28 (3.27%) Product Ownership
12 24 (2.80%) Cloud Native
13 22 (2.57%) Analytical Mindset
14 16 (1.87%) Distributed Systems
15 11 (1.28%) Hedge funds
15 11 (1.28%) IoT
15 11 (1.28%) Online Games
16 9 (1.05%) Renewable Energy
17 8 (0.93%) Enterprise Cloud
18 7 (0.82%) Mobile App
Operating Systems
1 257 (29.99%) Linux
2 248 (28.94%) Android
2 248 (28.94%) Windows
3 246 (28.70%) Apple iOS
4 4 (0.47%) Windows 10
4 4 (0.47%) Windows Server
5 1 (0.12%) Mac OS
5 1 (0.12%) Windows Server 2019
5 1 (0.12%) Windows Vista
Processes & Methodologies
1 398 (46.44%) Agile
2 337 (39.32%) Design Patterns
3 328 (38.27%) OOP
4 322 (37.57%) Artificial Intelligence
5 291 (33.96%) User Experience
6 282 (32.91%) Full Stack Development
7 278 (32.44%) OO
8 257 (29.99%) MVC
9 251 (29.29%) Problem-Solving
10 248 (28.94%) Web Development
11 245 (28.59%) Design Thinking
12 244 (28.47%) DevOps
13 240 (28.00%) SOLID
14 239 (27.89%) Co-Creation
15 238 (27.77%) MVVM
15 238 (27.77%) Responsive Web Design
16 201 (23.45%) Computer Science
17 194 (22.64%) Mentoring
18 185 (21.59%) Coaching
19 167 (19.49%) Data Modelling
Programming Languages
1 501 (58.46%) SQL
2 378 (44.11%) Python
3 326 (38.04%) C#
3 326 (38.04%) JavaScript
4 212 (24.74%) Java
5 51 (5.95%) TypeScript
6 46 (5.37%) C
7 26 (3.03%) C++
8 22 (2.57%) Go
9 20 (2.33%) R
10 19 (2.22%) Scala
11 18 (2.10%) Fortran
12 14 (1.63%) Ruby
13 13 (1.52%) PowerShell
14 10 (1.17%) PHP
15 8 (0.93%) Kotlin
16 5 (0.58%) Embedded C
16 5 (0.58%) T-SQL
17 4 (0.47%) Rust
17 4 (0.47%) SPARQL
Qualifications
1 209 (24.39%) Degree
2 59 (6.88%) Master's Degree
3 46 (5.37%) Computer Science Degree
4 28 (3.27%) PhD
5 21 (2.45%) Numerate Degree
6 11 (1.28%) DBS Check
6 11 (1.28%) MBA
7 8 (0.93%) Security Cleared
8 7 (0.82%) Cisco Certification
9 5 (0.58%) CCIE
9 5 (0.58%) HNC
9 5 (0.58%) JNCIE
10 4 (0.47%) Azure Certification
10 4 (0.47%) PMI Certification
11 3 (0.35%) Sun Certification
12 2 (0.23%) (ISC)2 CCSP
12 2 (0.23%) CISSP
12 2 (0.23%) Postgraduate
12 2 (0.23%) SC Cleared
13 1 (0.12%) BPSS Clearance
Quality Assurance & Compliance
1 114 (13.30%) Data Quality
2 39 (4.55%) QA
3 9 (1.05%) Accessibility
4 7 (0.82%) CDISC
5 2 (0.23%) GDPR
5 2 (0.23%) GRC
5 2 (0.23%) Sarbanes-Oxley
5 2 (0.23%) SLA
6 1 (0.12%) PMO
6 1 (0.12%) UCITS
System Software
1 52 (6.07%) Docker
2 4 (0.47%) Virtual Desktop
3 3 (0.35%) Active Directory
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 47 (5.48%) Kubernetes
2 14 (1.63%) Terraform
3 5 (0.58%) Ansible
4 4 (0.47%) SCCM
5 1 (0.12%) FTK
5 1 (0.12%) Podman
Vendors
1 240 (28.00%) IBM
2 238 (27.77%) Red Hat
3 77 (8.98%) Oracle
4 73 (8.52%) Microsoft
5 70 (8.17%) Databricks
6 56 (6.53%) Informatica
7 25 (2.92%) SAP
8 22 (2.57%) Google
9 21 (2.45%) Salesforce
10 12 (1.40%) OpenAI
11 10 (1.17%) Teradata
12 9 (1.05%) Sage
13 8 (0.93%) MuleSoft
14 7 (0.82%) Automation Anywhere
14 7 (0.82%) Blue Prism
14 7 (0.82%) UiPath
15 6 (0.70%) Epicor
15 6 (0.70%) iManage
15 6 (0.70%) ServiceNow
16 5 (0.58%) Adobe