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

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 287 294 181
Rank change year-on-year +7 -113 +89
Permanent jobs citing Data Structures 855 1,052 3,037
As % of all permanent jobs advertised in England 0.99% 1.19% 2.22%
As % of the Miscellaneous category 2.87% 2.76% 4.73%
Number of salaries quoted 433 635 791
10th Percentile £35,000 £44,060 £40,000
25th Percentile £46,306 £52,000 £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 £94,504 £87,500
90th Percentile £110,000 £122,500 £107,500
UK median annual salary £70,000 £66,275 £62,500
% change year-on-year +5.62% +6.04% -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 29,837 38,145 64,257
As % of all permanent jobs advertised in England 34.50% 43.11% 46.91%
Number of salaries quoted 20,861 20,975 30,570
10th Percentile £28,000 £35,668 £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 £100,000 £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 20 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 20 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 -27 286 £85,000 +6.06% 159
North of England +113 189 £71,500 +40.24% 20
South East +12 162 £50,000 -6.98% 48
North West +114 154 £80,000 +15.20% 16
Midlands +76 136 £42,500 -19.05% 13
East Midlands +54 85 £35,000 -26.32% 4
West Midlands +30 51 £50,000 -6.98% 9
East of England -37 50 £75,000 +25.00% 6
South West -37 29 £70,576 +17.14% 9
North East +3 19 £65,750 +37.92% 2
Yorkshire +37 16 £50,000 - 2
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 32 (3.74%) Apache Spark
2 13 (1.52%) Apache
3 10 (1.17%) SAS
4 6 (0.70%) Confluence
5 4 (0.47%) Apache Airflow
5 4 (0.47%) CMS
5 4 (0.47%) SharePoint
6 3 (0.35%) Apache Pulsar
6 3 (0.35%) Microsoft Exchange
7 2 (0.23%) Apache Solr
Applications
1 30 (3.51%) Microsoft Excel
2 25 (2.92%) 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 9 (1.05%) 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 EBS R12
5 1 (0.12%) Oracle ERP
5 1 (0.12%) Oracle General Ledger
5 1 (0.12%) Oracle iProcurement
5 1 (0.12%) Oracle Payables
5 1 (0.12%) Oracle Receivables
5 1 (0.12%) Primavera
5 1 (0.12%) SAP QM
5 1 (0.12%) Shopify
Cloud Services
1 428 (50.06%) Azure
2 238 (27.84%) IBM Cloud
3 201 (23.51%) Azure DevOps
4 161 (18.83%) Serverless
5 135 (15.79%) AWS
6 128 (14.97%) Azure Logic Apps
7 125 (14.62%) Azure API Management
7 125 (14.62%) Azure Functions
7 125 (14.62%) Azure Service Bus
8 68 (7.95%) Power Platform
9 58 (6.78%) SaaS
10 47 (5.50%) GCP
11 43 (5.03%) Snowflake
12 34 (3.98%) Matillion
13 32 (3.74%) AWS Lambda
14 30 (3.51%) Azure Cosmos DB
15 22 (2.57%) GitHub
16 16 (1.87%) PowerApps
17 13 (1.52%) PaaS
17 13 (1.52%) Power Automate
Communications & Networking
1 11 (1.29%) 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%) Ethernet
6 2 (0.23%) Multicast
Database & Business Intelligence
1 259 (30.29%) PostgreSQL
2 258 (30.18%) NoSQL
3 244 (28.54%) MongoDB
4 238 (27.84%) DB2
5 169 (19.77%) Relational Database
6 114 (13.33%) SQL Server
7 77 (9.01%) Data Warehouse
8 61 (7.13%) Power BI
9 60 (7.02%) Data Lake
10 50 (5.85%) Elasticsearch
11 46 (5.38%) Data Vault
12 36 (4.21%) Big Data
13 35 (4.09%) Star Schema
14 32 (3.74%) Delta Lake
15 25 (2.92%) Tableau
16 24 (2.81%) BigQuery
16 24 (2.81%) Redis
17 23 (2.69%) MySQL
18 17 (1.99%) Amazon Redshift
19 16 (1.87%) Hadoop
Development Applications
1 66 (7.72%) JIRA
2 45 (5.26%) Git
3 33 (3.86%) GitLab
4 11 (1.29%) TeamCity
4 11 (1.29%) Visual Studio
5 8 (0.94%) Oracle Forms
6 7 (0.82%) Maven
7 5 (0.58%) Jasmine
7 5 (0.58%) Jenkins
7 5 (0.58%) Karma Test Runner
7 5 (0.58%) Postman
7 5 (0.58%) SoapUI
8 4 (0.47%) GCC
8 4 (0.47%) Grunt
8 4 (0.47%) gulp
8 4 (0.47%) webpack
9 3 (0.35%) Gradle
10 2 (0.23%) Android Studio
11 1 (0.12%) Mockito
11 1 (0.12%) Team Foundation Server
General
1 242 (28.30%) Public Sector
2 207 (24.21%) Social Skills
3 141 (16.49%) Inclusion and Diversity
4 137 (16.02%) Finance
5 95 (11.11%) Analytical Skills
6 63 (7.37%) Legal
7 47 (5.50%) Retail
8 41 (4.80%) Banking
9 25 (2.92%) Presentation Skills
10 24 (2.81%) Games
11 22 (2.57%) Law
12 14 (1.64%) Manufacturing
13 12 (1.40%) Organisational Skills
14 11 (1.29%) Marketing
15 9 (1.05%) Tech for Good
16 7 (0.82%) Health Technology
16 7 (0.82%) Influencing Skills
16 7 (0.82%) Military
17 6 (0.70%) Pharmaceutical
18 5 (0.58%) Publishing
Job Titles
1 278 (32.51%) Developer
2 137 (16.02%) Full Stack Developer
3 131 (15.32%) Data Engineer
4 127 (14.85%) Senior
5 125 (14.62%) Azure Developer
6 120 (14.04%) Full Stack Engineer
7 115 (13.45%) Azure Engineer
8 73 (8.54%) Lead
9 63 (7.37%) Software Engineer
10 37 (4.33%) Analyst
11 32 (3.74%) Software Developer
12 31 (3.63%) Architect
13 30 (3.51%) Senior Developer
14 29 (3.39%) Informatica Engineer
15 28 (3.27%) C# Software Engineer
16 27 (3.16%) Senior Manager
17 25 (2.92%) .NET Software Engineer
18 22 (2.57%) .NET Developer
18 22 (2.57%) C# Developer
19 20 (2.34%) Product Manager
Libraries, Frameworks & Software Standards
1 320 (37.43%) .NET
2 286 (33.45%) HTML
3 282 (32.98%) CSS
4 272 (31.81%) AngularJS
5 266 (31.11%) REST
6 264 (30.88%) React
6 264 (30.88%) Web Services
7 262 (30.64%) ASP.NET
8 258 (30.18%) Vue
9 240 (28.07%) ASP.NET Core
10 238 (27.84%) Backbone.js
10 238 (27.84%) Ember.js
10 238 (27.84%) jQuery
10 238 (27.84%) Twitter Bootstrap
11 154 (18.01%) Node.js
12 54 (6.32%) .NET Core
12 54 (6.32%) JSON
13 39 (4.56%) RESTful
14 36 (4.21%) Kafka
15 30 (3.51%) XML
Miscellaneous
1 460 (53.80%) Algorithms
2 244 (28.54%) Blockchain
3 243 (28.42%) Hybrid Cloud
4 113 (13.22%) e-Learning
5 79 (9.24%) Client/Server
6 59 (6.90%) Self-Motivation
7 49 (5.73%) Management Information System
8 41 (4.80%) Public Cloud
9 40 (4.68%) Reinsurance
10 33 (3.86%) Virtual Team
11 29 (3.39%) Product Ownership
12 24 (2.81%) Cloud Native
13 20 (2.34%) Analytical Mindset
14 16 (1.87%) Distributed Systems
15 12 (1.40%) Hedge funds
16 11 (1.29%) IoT
16 11 (1.29%) Online Games
17 9 (1.05%) Renewable Energy
18 8 (0.94%) Enterprise Cloud
19 7 (0.82%) Reference Data
Operating Systems
1 257 (30.06%) Linux
2 248 (29.01%) Android
2 248 (29.01%) Windows
3 246 (28.77%) 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
1 395 (46.20%) Agile
2 338 (39.53%) Design Patterns
3 328 (38.36%) OOP
4 321 (37.54%) Artificial Intelligence
5 291 (34.04%) User Experience
6 282 (32.98%) Full Stack Development
7 278 (32.51%) OO
8 257 (30.06%) MVC
9 252 (29.47%) Problem-Solving
10 248 (29.01%) Web Development
11 245 (28.65%) Design Thinking
12 244 (28.54%) DevOps
13 240 (28.07%) SOLID
14 239 (27.95%) Co-Creation
15 238 (27.84%) MVVM
15 238 (27.84%) Responsive Web Design
16 201 (23.51%) Computer Science
17 190 (22.22%) Mentoring
18 183 (21.40%) Coaching
19 166 (19.42%) Data Modelling
Programming Languages
1 498 (58.25%) SQL
2 376 (43.98%) Python
3 325 (38.01%) C#
3 325 (38.01%) JavaScript
4 212 (24.80%) Java
5 51 (5.96%) TypeScript
6 46 (5.38%) C
7 27 (3.16%) C++
8 22 (2.57%) Go
9 19 (2.22%) Scala
10 18 (2.11%) Fortran
10 18 (2.11%) R
11 13 (1.52%) PowerShell
11 13 (1.52%) Ruby
12 10 (1.17%) PHP
13 7 (0.82%) Kotlin
14 6 (0.70%) T-SQL
15 5 (0.58%) Embedded C
16 4 (0.47%) Data Analysis Expressions
16 4 (0.47%) SPARQL
Qualifications
1 209 (24.44%) Degree
2 59 (6.90%) Master's Degree
3 47 (5.50%) Computer Science Degree
4 28 (3.27%) PhD
5 21 (2.46%) Numerate Degree
6 11 (1.29%) DBS Check
6 11 (1.29%) MBA
7 8 (0.94%) Security Cleared
8 7 (0.82%) Cisco Certification
9 6 (0.70%) HNC
10 5 (0.58%) CCIE
10 5 (0.58%) JNCIE
11 4 (0.47%) Azure Certification
11 4 (0.47%) PMI Certification
12 3 (0.35%) Sun Certification
13 2 (0.23%) (ISC)2 CCSP
13 2 (0.23%) CISSP
13 2 (0.23%) Microsoft Certification
13 2 (0.23%) Postgraduate
13 2 (0.23%) SC Cleared
Quality Assurance & Compliance
1 116 (13.57%) Data Quality
2 40 (4.68%) QA
3 10 (1.17%) 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 53 (6.20%) Docker
2 4 (0.47%) Active Directory
2 4 (0.47%) Virtual Desktop
3 1 (0.12%) Hyper-V
3 1 (0.12%) Microsoft Virtual Server
3 1 (0.12%) NFS
3 1 (0.12%) Virtual Servers
3 1 (0.12%) VMware ESXi
3 1 (0.12%) VMware Infrastructure
Systems Management
1 46 (5.38%) Kubernetes
2 14 (1.64%) Terraform
3 5 (0.58%) Ansible
4 4 (0.47%) SCCM
5 1 (0.12%) FTK
5 1 (0.12%) Podman
Vendors
1 240 (28.07%) IBM
2 238 (27.84%) Red Hat
3 80 (9.36%) Oracle
4 74 (8.65%) Microsoft
5 68 (7.95%) Databricks
6 55 (6.43%) Informatica
7 25 (2.92%) SAP
8 23 (2.69%) Google
9 20 (2.34%) Salesforce
10 12 (1.40%) OpenAI
11 10 (1.17%) Teradata
12 9 (1.05%) Sage
13 8 (0.94%) 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%) ION Trading