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 in England. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 324 334 201
Rank change year-on-year +10 -133 +77
Permanent jobs citing Data Structures 653 681 3,030
As % of all permanent jobs advertised in England 0.83% 0.96% 2.06%
As % of the Miscellaneous category 2.53% 2.30% 4.36%
Number of salaries quoted 256 508 810
10th Percentile £41,250 £40,000 £40,000
25th Percentile £50,000 £50,000 £49,562
Median annual salary (50th Percentile) £70,000 £65,000 £67,500
Median % change year-on-year +7.69% -3.70% +3.85%
75th Percentile £93,750 £87,500 £90,000
90th Percentile £118,750 £120,375 £112,500
UK median annual salary £70,000 £63,000 £67,500
% change year-on-year +11.11% -6.67% +3.85%

All Generic Skills
England

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 requiring generic IT skills in England.

Permanent vacancies with a requirement for generic IT skills 25,806 29,571 69,564
As % of all permanent jobs advertised in England 32.93% 41.60% 47.31%
Number of salaries quoted 16,283 18,664 32,310
10th Percentile £30,000 £35,408 £34,506
25th Percentile £40,523 £46,570 £46,000
Median annual salary (50th Percentile) £56,124 £65,000 £62,500
Median % change year-on-year -13.66% +4.00% +4.17%
75th Percentile £78,750 £85,000 £85,000
90th Percentile £102,500 £110,000 £105,000
UK median annual salary £55,000 £64,000 £62,500
% change year-on-year -14.06% +2.40% +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 26 July 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 26 July 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 -2 212 £85,000 +5.86% 27
North of England +66 145 £58,750 +17.50% 14
North West +103 126 £82,500 +83.33% 8
South East +32 120 £47,500 -9.52% 7
Midlands +43 106 £56,500 -9.60% 8
East Midlands +47 81 £30,000 -36.84%
South West -25 36 £70,000 +18.26% 14
East of England -20 28 £66,000 +10.00% 1
West Midlands -10 25 £60,000 -4.00% 8
Yorkshire +15 13 £40,500 -19.00% 2
North East -20 6 £47,500 -0.36% 4
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 27 (4.13%) Apache Spark
2 10 (1.53%) Apache
3 7 (1.07%) Confluence
4 4 (0.61%) Apache Airflow
4 4 (0.61%) Apache Pulsar
4 4 (0.61%) SharePoint
5 3 (0.46%) SAS
6 2 (0.31%) Ethereum
7 1 (0.15%) Apache Pig
Applications
1 36 (5.51%) Microsoft Excel
2 13 (1.99%) Microsoft Office
3 8 (1.23%) Microsoft PowerPoint
4 5 (0.77%) MS Visio
4 5 (0.77%) Spreadsheet
5 2 (0.31%) Microsoft Project
5 2 (0.31%) Sketch
5 2 (0.31%) Zeplin
6 1 (0.15%) InVision
6 1 (0.15%) Oracle Smart View
6 1 (0.15%) UXPin
Business Applications
1 12 (1.84%) NetSuite
2 4 (0.61%) Dynamics CRM
2 4 (0.61%) ResourceLink
2 4 (0.61%) SAP S/4HANA
3 3 (0.46%) Endur
4 2 (0.31%) SAP WM
5 1 (0.15%) Data Workbench
5 1 (0.15%) Elite 3E
5 1 (0.15%) Oracle EBS
5 1 (0.15%) SAP QM
5 1 (0.15%) Shopify
Cloud Services
1 370 (56.66%) Azure
2 241 (36.91%) IBM Cloud
3 178 (27.26%) Azure DevOps
4 139 (21.29%) Serverless
5 126 (19.30%) Azure Functions
5 126 (19.30%) Azure Logic Apps
5 126 (19.30%) Azure Service Bus
6 125 (19.14%) Azure API Management
7 92 (14.09%) AWS
8 59 (9.04%) Power Platform
9 36 (5.51%) SaaS
10 35 (5.36%) GCP
11 14 (2.14%) PowerApps
12 12 (1.84%) AWS Lambda
12 12 (1.84%) GitHub
12 12 (1.84%) Google Gemini
13 11 (1.68%) Microsoft 365
13 11 (1.68%) Power Automate
14 10 (1.53%) Azure Data Factory
15 9 (1.38%) Snowflake
Communications & Networking
1 8 (1.23%) TCP/IP
2 6 (0.92%) Wireless
3 5 (0.77%) 5G
3 5 (0.77%) Firewall
4 4 (0.61%) BGP
4 4 (0.61%) Intrusion Detection
4 4 (0.61%) IPsec
4 4 (0.61%) LAN
4 4 (0.61%) Network Security
4 4 (0.61%) NGFW
4 4 (0.61%) OSPF
4 4 (0.61%) SSL
4 4 (0.61%) VLAN
4 4 (0.61%) VPN
4 4 (0.61%) WAN
5 3 (0.46%) 4G
6 2 (0.31%) Multicast
7 1 (0.15%) Ethernet
7 1 (0.15%) NAS
7 1 (0.15%) SMS
Database & Business Intelligence
1 262 (40.12%) NoSQL
2 260 (39.82%) PostgreSQL
3 243 (37.21%) MongoDB
4 241 (36.91%) DB2
5 148 (22.66%) Relational Database
6 58 (8.88%) Power BI
7 47 (7.20%) Data Warehouse
8 36 (5.51%) SQL Server
9 28 (4.29%) Tableau
10 27 (4.13%) Big Data
10 27 (4.13%) Data Vault
11 21 (3.22%) Data Lake
12 19 (2.91%) Elasticsearch
13 17 (2.60%) Qlik Sense
14 15 (2.30%) MySQL
15 11 (1.68%) Azure SQL Database
15 11 (1.68%) Data Mining
16 8 (1.23%) BigQuery
16 8 (1.23%) Delta Lake
16 8 (1.23%) Redis
Development Applications
1 48 (7.35%) Git
2 46 (7.04%) JIRA
3 14 (2.14%) Subversion
4 9 (1.38%) Visual Studio
5 8 (1.23%) Maven
6 4 (0.61%) Jasmine
6 4 (0.61%) Karma Test Runner
7 3 (0.46%) GCC
7 3 (0.46%) Oracle Forms
7 3 (0.46%) Postman
7 3 (0.46%) TeamCity
8 2 (0.31%) Android Studio
8 2 (0.31%) ER Studio
8 2 (0.31%) Hardhat
8 2 (0.31%) SoapUI
9 1 (0.15%) GitLab
9 1 (0.15%) Grunt
9 1 (0.15%) gulp
9 1 (0.15%) Jenkins
9 1 (0.15%) webpack
General
1 244 (37.37%) Public Sector
2 151 (23.12%) Inclusion and Diversity
3 140 (21.44%) Social Skills
4 105 (16.08%) Finance
5 74 (11.33%) Analytical Skills
6 43 (6.58%) Legal
6 43 (6.58%) Retail
7 31 (4.75%) Presentation Skills
8 25 (3.83%) Banking
9 16 (2.45%) Law
10 14 (2.14%) Organisational Skills
11 11 (1.68%) Games
12 10 (1.53%) Manufacturing
13 8 (1.23%) Marketing
14 6 (0.92%) Telecoms
15 4 (0.61%) Local Government
15 4 (0.61%) Pharmaceutical
16 3 (0.46%) Billing
16 3 (0.46%) Influencing Skills
17 2 (0.31%) Back Office
Job Titles
1 211 (32.31%) Developer
2 131 (20.06%) Full Stack Developer
3 128 (19.60%) Full Stack Engineer
4 125 (19.14%) Azure Developer
5 109 (16.69%) Azure Engineer
6 101 (15.47%) Senior
7 76 (11.64%) Data Engineer
8 67 (10.26%) Lead
9 44 (6.74%) Architect
10 32 (4.90%) Software Engineer
11 30 (4.59%) Senior Architect
12 29 (4.44%) Analyst
13 26 (3.98%) Senior Manager
14 25 (3.83%) Salesforce Architect
14 25 (3.83%) Technical Architect
15 23 (3.52%) Senior Salesforce Architect
16 22 (3.37%) Informatica Engineer
17 21 (3.22%) Salesforce Technical Architect
17 21 (3.22%) Technical Manager
18 19 (2.91%) Senior Technical Architect
Libraries, Frameworks & Software Standards
1 275 (42.11%) .NET
2 274 (41.96%) CSS
2 274 (41.96%) HTML
3 268 (41.04%) AngularJS
4 263 (40.28%) React
5 255 (39.05%) Web Services
6 254 (38.90%) REST
7 253 (38.74%) Vue
8 252 (38.59%) ASP.NET
9 243 (37.21%) ASP.NET Core
10 241 (36.91%) Backbone.js
10 241 (36.91%) Ember.js
10 241 (36.91%) jQuery
10 241 (36.91%) Twitter Bootstrap
11 136 (20.83%) Node.js
12 31 (4.75%) Kafka
13 24 (3.68%) PyTorch
14 20 (3.06%) PySpark
14 20 (3.06%) RESTful
14 20 (3.06%) XML
Miscellaneous
1 375 (57.43%) Algorithms
2 245 (37.52%) Hybrid Cloud
3 244 (37.37%) Blockchain
4 116 (17.76%) e-Learning
5 38 (5.82%) Virtual Team
6 27 (4.13%) Client/Server
7 23 (3.52%) Management Information System
8 22 (3.37%) Distributed Systems
9 19 (2.91%) Self-Motivation
10 18 (2.76%) Cloud Native
11 15 (2.30%) Public Cloud
11 15 (2.30%) Reinsurance
12 13 (1.99%) Legacy Systems
13 10 (1.53%) Product Ownership
14 9 (1.38%) Hedge funds
14 9 (1.38%) IoT
14 9 (1.38%) Renewable Energy
15 8 (1.23%) Analytical Mindset
16 7 (1.07%) Distributed Computing
17 6 (0.92%) Onboarding
Operating Systems
1 261 (39.97%) Linux
2 250 (38.28%) Android
3 248 (37.98%) Apple iOS
4 244 (37.37%) Windows
5 6 (0.92%) Mac OS
6 3 (0.46%) Unix
7 1 (0.15%) Windows 10
7 1 (0.15%) Windows Server
7 1 (0.15%) Windows Server 2019
Processes & Methodologies
1 294 (45.02%) Agile
2 282 (43.19%) Design Patterns
3 279 (42.73%) Artificial Intelligence
3 279 (42.73%) OOP
4 276 (42.27%) Full Stack Development
5 267 (40.89%) User Experience
6 262 (40.12%) OO
7 250 (38.28%) MVC
8 246 (37.67%) Design Thinking
9 245 (37.52%) Web Development
10 242 (37.06%) Co-Creation
10 242 (37.06%) SOLID
11 241 (36.91%) MVVM
11 241 (36.91%) Responsive Web Design
12 200 (30.63%) DevOps
13 189 (28.94%) Mentoring
14 163 (24.96%) Coaching
15 160 (24.50%) Problem-Solving
16 140 (21.44%) Generative AI
17 131 (20.06%) Code Quality
Programming Languages
1 394 (60.34%) SQL
2 298 (45.64%) JavaScript
3 294 (45.02%) C#
4 261 (39.97%) Python
5 192 (29.40%) Java
6 25 (3.83%) R
7 23 (3.52%) TypeScript
8 20 (3.06%) C++
9 18 (2.76%) C
10 16 (2.45%) Julia
11 14 (2.14%) Kotlin
12 13 (1.99%) Go
13 10 (1.53%) Rust
14 9 (1.38%) Ruby
15 8 (1.23%) Scala
16 5 (0.77%) PowerShell
17 4 (0.61%) SPARQL
18 3 (0.46%) F#
18 3 (0.46%) Fortran
18 3 (0.46%) VBA
Qualifications
1 149 (22.82%) Degree
2 32 (4.90%) Computer Science Degree
3 31 (4.75%) Master's Degree
4 12 (1.84%) PhD
5 8 (1.23%) DBS Check
6 7 (1.07%) MBA
7 6 (0.92%) Cisco Certification
7 6 (0.92%) Security Cleared
8 5 (0.77%) Numerate Degree
9 4 (0.61%) CCIE
9 4 (0.61%) JNCIE
10 3 (0.46%) Azure Certification
10 3 (0.46%) DV Cleared
10 3 (0.46%) SC Cleared
11 2 (0.31%) (ISC)2 CCSP
11 2 (0.31%) CISSP
11 2 (0.31%) HNC
11 2 (0.31%) Postgraduate
11 2 (0.31%) SnowPro
12 1 (0.15%) MCP
Quality Assurance & Compliance
1 50 (7.66%) Data Quality
2 17 (2.60%) QA
3 7 (1.07%) SLA
4 5 (0.77%) Accessibility
5 2 (0.31%) GDPR
5 2 (0.31%) GRC
5 2 (0.31%) Sarbanes-Oxley
6 1 (0.15%) UCITS
System Software
1 26 (3.98%) Docker
2 1 (0.15%) Hyper-V
2 1 (0.15%) Microsoft Virtual Server
2 1 (0.15%) NFS
2 1 (0.15%) Virtual Servers
2 1 (0.15%) VMware ESXi
2 1 (0.15%) VMware Infrastructure
Systems Management
1 34 (5.21%) Kubernetes
2 7 (1.07%) Terraform
3 4 (0.61%) Ansible
4 1 (0.15%) FTK
4 1 (0.15%) SCCM
4 1 (0.15%) Single Sign-On
Vendors
1 241 (36.91%) IBM
1 241 (36.91%) Red Hat
2 55 (8.42%) Databricks
3 54 (8.27%) Microsoft
4 43 (6.58%) Oracle
5 42 (6.43%) Informatica
6 30 (4.59%) Salesforce
7 26 (3.98%) SAP
8 15 (2.30%) Google
9 14 (2.14%) OpenAI
10 10 (1.53%) Sage
11 9 (1.38%) ION Trading
12 7 (1.07%) Epicor
13 4 (0.61%) Solace
14 3 (0.46%) Workday
15 2 (0.31%) DocuSign
15 2 (0.31%) Foundry
15 2 (0.31%) ServiceNow
15 2 (0.31%) SYSPRO
15 2 (0.31%) Triple Point