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

6 months to
4 May 2024
Same period 2023 Same period 2022
Rank 276 278 181
Rank change year-on-year +2 -97 +91
Permanent jobs citing Data Structures 867 1,157 2,922
As % of all permanent jobs advertised in England 1.02% 1.25% 2.21%
As % of the Miscellaneous category 2.93% 2.91% 4.75%
Number of salaries quoted 444 671 819
10th Percentile £35,000 £43,750 £40,540
25th Percentile £46,306 £52,500 £47,500
Median annual salary (50th Percentile) £70,000 £68,823 £64,000
Median % change year-on-year +1.71% +7.54% -1.54%
75th Percentile £90,000 £92,500 £87,500
90th Percentile £110,000 £121,250 £105,000
UK median annual salary £70,000 £67,500 £63,000
% change year-on-year +3.70% +7.14% -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 29,596 39,783 61,534
As % of all permanent jobs advertised in England 34.73% 43.14% 46.46%
Number of salaries quoted 20,828 21,588 30,624
10th Percentile £28,000 £35,435 £34,500
25th Percentile £38,000 £46,570 £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 £98,750 £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 4 May 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 4 May 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 -42 285 £83,750 +4.69% 107
North of England +105 196 £71,038 +37.96% 24
South East +5 167 £50,000 -9.09% 9
North West +133 157 £80,000 +15.20% 13
Midlands +93 134 £42,500 -26.09% 16
East Midlands +58 84 £35,000 -30.00% 6
West Midlands +26 50 £46,250 -26.00% 10
East of England -25 49 £75,000 +25.00% 17
South West -44 32 £70,576 +19.23% 7
North East 0 20 £60,000 +25.86% 4
Yorkshire +38 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 30 (3.46%) Apache Spark
2 12 (1.38%) Apache
3 10 (1.15%) SAS
4 6 (0.69%) Confluence
5 4 (0.46%) Apache Airflow
5 4 (0.46%) CMS
5 4 (0.46%) SharePoint
6 3 (0.35%) Microsoft Exchange
7 2 (0.23%) Apache Pulsar
7 2 (0.23%) Apache Solr
Applications
1 30 (3.46%) Microsoft Excel
2 26 (3.00%) Microsoft Office
3 9 (1.04%) Spreadsheet
4 5 (0.58%) MS Visio
5 4 (0.46%) 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 8 (0.92%) NetSuite
2 4 (0.46%) Dynamics CRM
2 4 (0.46%) ResourceLink
2 4 (0.46%) 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%) 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
1 443 (51.10%) Azure
2 238 (27.45%) IBM Cloud
3 201 (23.18%) Azure DevOps
4 162 (18.69%) Serverless
5 147 (16.96%) AWS
6 128 (14.76%) Azure Logic Apps
7 125 (14.42%) Azure API Management
7 125 (14.42%) Azure Functions
7 125 (14.42%) Azure Service Bus
8 66 (7.61%) Power Platform
9 59 (6.81%) SaaS
10 50 (5.77%) GCP
11 43 (4.96%) Snowflake
12 34 (3.92%) Matillion
13 33 (3.81%) AWS Lambda
14 30 (3.46%) Azure Cosmos DB
15 22 (2.54%) GitHub
16 18 (2.08%) PaaS
17 15 (1.73%) PowerApps
18 12 (1.38%) Power Automate
Communications & Networking
1 11 (1.27%) Wireless
2 7 (0.81%) TCP/IP
3 6 (0.69%) 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%) Remote Desktop
6 2 (0.23%) 4G
6 2 (0.23%) 5G
6 2 (0.23%) Ethernet
6 2 (0.23%) NGN
Database & Business Intelligence
1 259 (29.87%) PostgreSQL
2 257 (29.64%) NoSQL
3 244 (28.14%) MongoDB
4 238 (27.45%) DB2
5 170 (19.61%) Relational Database
6 116 (13.38%) SQL Server
7 89 (10.27%) Data Warehouse
8 62 (7.15%) Data Lake
9 58 (6.69%) Power BI
10 50 (5.77%) Elasticsearch
11 46 (5.31%) Data Vault
12 35 (4.04%) Big Data
12 35 (4.04%) Star Schema
13 34 (3.92%) Delta Lake
14 26 (3.00%) BigQuery
15 24 (2.77%) Redis
15 24 (2.77%) Tableau
16 21 (2.42%) MySQL
17 19 (2.19%) Hadoop
18 18 (2.08%) Amazon Redshift
Development Applications
1 67 (7.73%) JIRA
2 45 (5.19%) Git
3 33 (3.81%) GitLab
4 11 (1.27%) TeamCity
5 10 (1.15%) Visual Studio
6 8 (0.92%) Oracle Forms
7 7 (0.81%) Maven
8 6 (0.69%) Postman
8 6 (0.69%) SoapUI
9 5 (0.58%) Grunt
9 5 (0.58%) gulp
9 5 (0.58%) Jasmine
9 5 (0.58%) Jenkins
9 5 (0.58%) Karma Test Runner
9 5 (0.58%) webpack
10 3 (0.35%) GCC
10 3 (0.35%) Gradle
11 2 (0.23%) Android Studio
12 1 (0.12%) ER Studio
12 1 (0.12%) Mockito
General
1 242 (27.91%) Public Sector
2 198 (22.84%) Social Skills
3 134 (15.46%) Finance
4 133 (15.34%) Inclusion and Diversity
5 95 (10.96%) Analytical Skills
6 60 (6.92%) Legal
7 44 (5.07%) Banking
8 39 (4.50%) Retail
9 26 (3.00%) Games
10 23 (2.65%) Law
11 19 (2.19%) Presentation Skills
12 14 (1.61%) Manufacturing
13 12 (1.38%) Marketing
13 12 (1.38%) Organisational Skills
14 9 (1.04%) Tech for Good
15 8 (0.92%) Documentation Skills
16 7 (0.81%) Front Office
16 7 (0.81%) Influencing Skills
16 7 (0.81%) Investment Banking
16 7 (0.81%) Military
Job Titles
1 280 (32.30%) Developer
2 137 (15.80%) Full Stack Developer
3 132 (15.22%) Senior
4 130 (14.99%) Data Engineer
5 125 (14.42%) Azure Developer
6 120 (13.84%) Full Stack Engineer
7 115 (13.26%) Azure Engineer
8 71 (8.19%) Lead
9 63 (7.27%) Software Engineer
10 42 (4.84%) Analyst
11 37 (4.27%) Architect
12 33 (3.81%) Software Developer
13 31 (3.58%) Senior Developer
14 28 (3.23%) C# Software Engineer
15 27 (3.11%) Informatica Engineer
16 26 (3.00%) .NET Software Engineer
17 22 (2.54%) .NET Developer
17 22 (2.54%) C# Developer
17 22 (2.54%) Senior Manager
18 21 (2.42%) Senior Architect
Libraries, Frameworks & Software Standards
1 321 (37.02%) .NET
2 291 (33.56%) HTML
3 284 (32.76%) CSS
4 273 (31.49%) AngularJS
5 267 (30.80%) REST
6 265 (30.57%) React
7 264 (30.45%) Web Services
8 263 (30.33%) ASP.NET
9 258 (29.76%) Vue
10 240 (27.68%) ASP.NET Core
11 238 (27.45%) Backbone.js
11 238 (27.45%) Ember.js
11 238 (27.45%) jQuery
11 238 (27.45%) Twitter Bootstrap
12 155 (17.88%) Node.js
13 59 (6.81%) JSON
14 55 (6.34%) .NET Core
15 41 (4.73%) RESTful
16 35 (4.04%) Kafka
17 32 (3.69%) XML
Miscellaneous
1 462 (53.29%) Algorithms
2 244 (28.14%) Blockchain
3 243 (28.03%) Hybrid Cloud
4 113 (13.03%) e-Learning
5 77 (8.88%) Client/Server
6 59 (6.81%) Self-Motivation
7 52 (6.00%) Management Information System
8 44 (5.07%) Public Cloud
9 42 (4.84%) Reinsurance
10 38 (4.38%) Cloud Native
11 30 (3.46%) Product Ownership
12 23 (2.65%) Virtual Team
13 19 (2.19%) Analytical Mindset
14 16 (1.85%) Distributed Systems
15 12 (1.38%) Hedge funds
16 11 (1.27%) Online Games
17 10 (1.15%) IoT
18 8 (0.92%) Enterprise Cloud
19 7 (0.81%) Life Science
19 7 (0.81%) Mobile App
Operating Systems
1 255 (29.41%) Linux
2 248 (28.60%) Windows
3 247 (28.49%) Android
4 245 (28.26%) Apple iOS
5 4 (0.46%) Windows 10
5 4 (0.46%) Windows Server
6 1 (0.12%) Mac OS
6 1 (0.12%) Windows Server 2019
6 1 (0.12%) Windows Vista
Processes & Methodologies
1 403 (46.48%) Agile
2 349 (40.25%) Design Patterns
3 326 (37.60%) OOP
4 322 (37.14%) Artificial Intelligence
5 292 (33.68%) User Experience
6 282 (32.53%) Full Stack Development
7 278 (32.06%) OO
8 258 (29.76%) MVC
9 251 (28.95%) Web Development
10 246 (28.37%) DevOps
11 245 (28.26%) Design Thinking
12 243 (28.03%) Problem-Solving
13 240 (27.68%) SOLID
14 239 (27.57%) Co-Creation
15 238 (27.45%) MVVM
15 238 (27.45%) Responsive Web Design
16 200 (23.07%) Computer Science
17 181 (20.88%) Coaching
18 179 (20.65%) Mentoring
19 169 (19.49%) Data Modelling
Programming Languages
1 504 (58.13%) SQL
2 381 (43.94%) Python
3 329 (37.95%) JavaScript
4 324 (37.37%) C#
5 215 (24.80%) Java
6 52 (6.00%) TypeScript
7 44 (5.07%) C
8 24 (2.77%) C++
9 22 (2.54%) Go
10 19 (2.19%) Scala
11 18 (2.08%) Fortran
12 17 (1.96%) R
13 14 (1.61%) PowerShell
14 12 (1.38%) Ruby
15 10 (1.15%) PHP
16 8 (0.92%) T-SQL
17 6 (0.69%) Kotlin
18 5 (0.58%) Embedded C
19 4 (0.46%) Rust
19 4 (0.46%) SPARQL
Qualifications
1 205 (23.64%) Degree
2 60 (6.92%) Master's Degree
3 48 (5.54%) Computer Science Degree
4 28 (3.23%) PhD
5 21 (2.42%) Numerate Degree
6 15 (1.73%) TOGAF Certification
7 11 (1.27%) MBA
8 8 (0.92%) DBS Check
8 8 (0.92%) Security Cleared
9 7 (0.81%) Cisco Certification
9 7 (0.81%) HNC
10 5 (0.58%) CCIE
10 5 (0.58%) JNCIE
11 4 (0.46%) Azure Certification
12 3 (0.35%) PMI Certification
12 3 (0.35%) Sun Certification
13 2 (0.23%) CISSP
13 2 (0.23%) HND
13 2 (0.23%) Microsoft Certification
13 2 (0.23%) Postgraduate
Quality Assurance & Compliance
1 117 (13.49%) Data Quality
2 43 (4.96%) QA
3 11 (1.27%) Accessibility
4 7 (0.81%) CDISC
5 4 (0.46%) SLA
6 2 (0.23%) GDPR
6 2 (0.23%) GRC
6 2 (0.23%) Sarbanes-Oxley
7 1 (0.12%) PMO
7 1 (0.12%) UCITS
System Software
1 55 (6.34%) Docker
2 5 (0.58%) Active Directory
3 4 (0.46%) 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 44 (5.07%) Kubernetes
2 14 (1.61%) Terraform
3 5 (0.58%) Ansible
4 4 (0.46%) 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
1 240 (27.68%) IBM
2 238 (27.45%) Red Hat
3 83 (9.57%) Oracle
4 75 (8.65%) Microsoft
5 65 (7.50%) Databricks
6 55 (6.34%) Informatica
7 29 (3.34%) Google
8 25 (2.88%) SAP
9 12 (1.38%) OpenAI
10 11 (1.27%) Salesforce
11 10 (1.15%) Teradata
12 9 (1.04%) Sage
13 8 (0.92%) Automation Anywhere
13 8 (0.92%) Blue Prism
13 8 (0.92%) MuleSoft
13 8 (0.92%) UiPath
14 6 (0.69%) Epicor
14 6 (0.69%) iManage
14 6 (0.69%) ServiceNow
15 5 (0.58%) Adobe