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

6 months to
2 Mar 2024
Same period 2023 Same period 2022
Rank 307 254 196
Rank change year-on-year -53 -58 +79
Permanent jobs citing Data Structures 647 1,389 2,479
As % of all permanent jobs advertised in England 0.91% 1.39% 2.04%
As % of the Miscellaneous category 2.58% 3.28% 4.56%
Number of salaries quoted 451 779 892
10th Percentile £35,000 £41,250 £42,500
25th Percentile £50,000 £53,000 £50,000
Median annual salary (50th Percentile) £70,576 £69,447 £62,500
Median % change year-on-year +1.62% +11.12% -3.85%
75th Percentile £90,000 £96,250 £87,500
90th Percentile £111,250 £127,500 £105,000
UK median annual salary £70,000 £68,823 £62,500
% change year-on-year +1.71% +10.12% -

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 25,115 42,376 54,413
As % of all permanent jobs advertised in England 35.22% 42.51% 44.77%
Number of salaries quoted 18,661 23,280 29,829
10th Percentile £28,500 £35,363 £33,750
25th Percentile £39,085 £47,000 £45,000
Median annual salary (50th Percentile) £55,000 £65,000 £62,500
Median % change year-on-year -15.38% +4.00% +4.17%
75th Percentile £77,500 £87,500 £85,000
90th Percentile £100,000 £108,750 £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 2 March 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 2 March 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 -53 267 £85,000 - 148
North of England +99 138 £71,500 +28.83% 31
South East -10 98 £50,000 -9.09% 19
North West +111 96 £80,000 +21.21% 12
Midlands +59 55 £42,500 -29.17% 21
South West +12 42 £57,500 -2.70% 11
East of England -26 40 £85,000 +70.00% 26
West Midlands +57 36 £42,500 -27.66% 12
Yorkshire +51 23 £70,576 +34.43% 9
East Midlands +25 19 £50,000 -16.67% 9
North East +11 19 £59,500 +14.42% 10
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 24 (3.71%) Apache Spark
2 12 (1.85%) SAS
3 8 (1.24%) Apache
4 6 (0.93%) Confluence
5 4 (0.62%) CMS
5 4 (0.62%) Microsoft Exchange
6 2 (0.31%) Apache Solr
7 1 (0.15%) SharePoint
Applications
1 25 (3.86%) Microsoft Office
2 20 (3.09%) Microsoft Excel
3 10 (1.55%) MS Visio
4 8 (1.24%) Spreadsheet
5 4 (0.62%) Acrobat
6 3 (0.46%) Sketch
6 3 (0.46%) Zeplin
7 2 (0.31%) UXPin
8 1 (0.15%) InVision
8 1 (0.15%) Microsoft Project
Business Applications
1 5 (0.77%) NetSuite
2 4 (0.62%) Dynamics NAV
3 2 (0.31%) Dynamics CRM
3 2 (0.31%) Endur
3 2 (0.31%) JDE EnterpriseOne
3 2 (0.31%) MIS ActiveH
3 2 (0.31%) SAP WM
4 1 (0.15%) Elite 3E
4 1 (0.15%) Oracle Assets
4 1 (0.15%) Oracle EBS R12
4 1 (0.15%) Oracle ERP
4 1 (0.15%) Oracle FAH
4 1 (0.15%) Oracle General Ledger
4 1 (0.15%) Oracle iProcurement
4 1 (0.15%) Oracle Payables
4 1 (0.15%) Oracle Receivables
4 1 (0.15%) Oracle Subledger Accounting
4 1 (0.15%) Primavera
4 1 (0.15%) SAP S/4HANA
4 1 (0.15%) Shopify
Cloud Services
1 256 (39.57%) Azure
2 164 (25.35%) AWS
3 80 (12.36%) Azure DevOps
4 61 (9.43%) Power Platform
5 53 (8.19%) Serverless
6 47 (7.26%) GCP
7 46 (7.11%) SaaS
8 44 (6.80%) Snowflake
9 35 (5.41%) IBM Cloud
10 34 (5.26%) Azure Cosmos DB
10 34 (5.26%) Matillion
11 29 (4.48%) AWS Lambda
12 20 (3.09%) Azure Logic Apps
12 20 (3.09%) GitHub
12 20 (3.09%) PaaS
13 18 (2.78%) Azure Data Factory
14 17 (2.63%) Azure API Management
14 17 (2.63%) Azure Functions
14 17 (2.63%) Azure Service Bus
15 15 (2.32%) Azure Synapse Analytics
Communications & Networking
1 10 (1.55%) Wireless
2 8 (1.24%) TCP/IP
3 5 (0.77%) BGP
3 5 (0.77%) Firewall
3 5 (0.77%) Internet
3 5 (0.77%) Intrusion Detection
3 5 (0.77%) IPsec
3 5 (0.77%) LAN
3 5 (0.77%) Network Security
3 5 (0.77%) NGFW
3 5 (0.77%) OSPF
3 5 (0.77%) SSL
3 5 (0.77%) VLAN
3 5 (0.77%) VPN
3 5 (0.77%) WAN
4 4 (0.62%) Remote Desktop
5 2 (0.31%) Ethernet
5 2 (0.31%) NGN
6 1 (0.15%) SAN
6 1 (0.15%) SMS
Database & Business Intelligence
1 127 (19.63%) SQL Server
2 115 (17.77%) Data Warehouse
3 74 (11.44%) Data Lake
4 59 (9.12%) NoSQL
5 58 (8.96%) Relational Database
6 55 (8.50%) PostgreSQL
7 53 (8.19%) Power BI
8 45 (6.96%) MongoDB
9 43 (6.65%) Elasticsearch
10 38 (5.87%) Data Vault
11 35 (5.41%) DB2
11 35 (5.41%) Star Schema
12 34 (5.26%) Big Data
13 33 (5.10%) Delta Lake
14 28 (4.33%) BigQuery
15 26 (4.02%) Redis
16 23 (3.55%) Hadoop
16 23 (3.55%) Tableau
17 20 (3.09%) MySQL
18 15 (2.32%) SQL Server Reporting Services
Development Applications
1 54 (8.35%) JIRA
2 32 (4.95%) GitLab
3 30 (4.64%) Git
4 11 (1.70%) Oracle Forms
5 10 (1.55%) TeamCity
6 8 (1.24%) Jenkins
6 8 (1.24%) Visual Studio
7 5 (0.77%) ERwin
7 5 (0.77%) Grunt
7 5 (0.77%) gulp
7 5 (0.77%) Postman
7 5 (0.77%) SoapUI
7 5 (0.77%) webpack
8 4 (0.62%) ER Studio
9 3 (0.46%) Gradle
9 3 (0.46%) Maven
10 2 (0.31%) CMake
10 2 (0.31%) GCC
10 2 (0.31%) Team Foundation Server
10 2 (0.31%) Visual Studio Team System
General
1 175 (27.05%) Social Skills
2 125 (19.32%) Finance
3 84 (12.98%) Analytical Skills
4 51 (7.88%) Banking
5 47 (7.26%) Legal
6 43 (6.65%) Public Sector
7 32 (4.95%) Retail
8 28 (4.33%) Games
9 22 (3.40%) Inclusion and Diversity
10 16 (2.47%) Law
10 16 (2.47%) Manufacturing
11 14 (2.16%) Front Office
12 13 (2.01%) Marketing
12 13 (2.01%) Presentation Skills
13 11 (1.70%) Documentation Skills
14 9 (1.39%) Investment Banking
14 9 (1.39%) Tech for Good
15 8 (1.24%) Influencing Skills
16 7 (1.08%) Health Technology
16 7 (1.08%) Military
Job Titles
1 168 (25.97%) Developer
2 141 (21.79%) Senior
3 120 (18.55%) Data Engineer
4 67 (10.36%) Architect
4 67 (10.36%) Lead
5 62 (9.58%) Software Engineer
6 47 (7.26%) Solutions Architect
7 45 (6.96%) Analyst
8 44 (6.80%) Senior Architect
8 44 (6.80%) Senior Solutions Architect
9 33 (5.10%) Full Stack Developer
10 28 (4.33%) C# Software Engineer
10 28 (4.33%) Python Developer
10 28 (4.33%) Senior Developer
11 26 (4.02%) .NET Software Engineer
11 26 (4.02%) Azure Engineer
11 26 (4.02%) Software Developer
12 22 (3.40%) .NET Developer
12 22 (3.40%) C# Developer
13 21 (3.25%) Informatica Engineer
Libraries, Frameworks & Software Standards
1 117 (18.08%) .NET
2 81 (12.52%) HTML
3 69 (10.66%) CSS
4 66 (10.20%) AngularJS
4 66 (10.20%) REST
5 63 (9.74%) JSON
5 63 (9.74%) React
6 62 (9.58%) Web Services
7 54 (8.35%) ASP.NET
8 53 (8.19%) .NET Core
9 52 (8.04%) Vue
10 46 (7.11%) Node.js
11 36 (5.56%) ASP.NET Core
12 35 (5.41%) Backbone.js
12 35 (5.41%) Ember.js
12 35 (5.41%) jQuery
12 35 (5.41%) Twitter Bootstrap
12 35 (5.41%) XML
13 33 (5.10%) Kafka
14 30 (4.64%) RESTful
Miscellaneous
1 249 (38.49%) Algorithms
2 75 (11.59%) Client/Server
3 57 (8.81%) Cloud Native
4 53 (8.19%) Self-Motivation
5 51 (7.88%) Management Information System
6 41 (6.34%) Blockchain
7 40 (6.18%) Hybrid Cloud
8 39 (6.03%) Public Cloud
9 38 (5.87%) Reinsurance
10 28 (4.33%) Product Ownership
11 18 (2.78%) Analytical Mindset
11 18 (2.78%) e-Learning
12 14 (2.16%) Hedge funds
12 14 (2.16%) Virtual Team
13 13 (2.01%) Distributed Systems
14 10 (1.55%) Online Games
15 8 (1.24%) Data Centre
16 7 (1.08%) Enterprise Cloud
16 7 (1.08%) IoT
16 7 (1.08%) Life Science
Operating Systems
1 50 (7.73%) Windows
2 48 (7.42%) Linux
3 40 (6.18%) Android
3 40 (6.18%) Apple iOS
4 4 (0.62%) Windows 10
4 4 (0.62%) Windows Server
5 2 (0.31%) Ubuntu
6 1 (0.15%) Debian
6 1 (0.15%) Mac OS
6 1 (0.15%) Windows Server 2016
6 1 (0.15%) Windows Server 2019
6 1 (0.15%) Windows Vista
Processes & Methodologies
1 318 (49.15%) Agile
2 209 (32.30%) Problem-Solving
3 201 (31.07%) Computer Science
4 185 (28.59%) Design Patterns
5 158 (24.42%) Data Modelling
6 150 (23.18%) Software Engineering
7 139 (21.48%) ETL
8 137 (21.17%) Analytics
9 133 (20.56%) Scrum
10 129 (19.94%) DevOps
11 118 (18.24%) OOP
12 117 (18.08%) Data Science
13 111 (17.16%) Artificial Intelligence
13 111 (17.16%) Data Integration
14 109 (16.85%) Data Analysis
15 98 (15.15%) Machine Learning
16 91 (14.06%) Data Pipeline
17 83 (12.83%) Scaled Agile Framework
18 82 (12.67%) Data Management
19 80 (12.36%) User Experience
Programming Languages
1 283 (43.74%) SQL
2 276 (42.66%) Python
3 118 (18.24%) JavaScript
4 116 (17.93%) C#
5 95 (14.68%) Java
6 50 (7.73%) C
7 49 (7.57%) TypeScript
8 30 (4.64%) C++
9 21 (3.25%) Go
9 21 (3.25%) Scala
10 18 (2.78%) Fortran
11 17 (2.63%) PowerShell
12 16 (2.47%) T-SQL
13 12 (1.85%) R
14 10 (1.55%) PHP
15 7 (1.08%) Ruby
16 6 (0.93%) Rust
17 5 (0.77%) Embedded C
18 4 (0.62%) Bash
18 4 (0.62%) Data Analysis Expressions
Qualifications
1 175 (27.05%) Degree
2 55 (8.50%) Master's Degree
3 53 (8.19%) Computer Science Degree
4 43 (6.65%) TOGAF Certification
5 24 (3.71%) PhD
6 18 (2.78%) Numerate Degree
7 10 (1.55%) Security Cleared
8 9 (1.39%) Cisco Certification
8 9 (1.39%) MBA
9 6 (0.93%) HNC
10 5 (0.77%) CCIE
10 5 (0.77%) JNCIE
11 4 (0.62%) (ISC)2 CCSP
11 4 (0.62%) Azure Certification
11 4 (0.62%) CISSP
11 4 (0.62%) SC Cleared
12 3 (0.46%) BPSS Clearance
12 3 (0.46%) DBS Check
12 3 (0.46%) Microsoft Certification
12 3 (0.46%) Sun Certification
Quality Assurance & Compliance
1 103 (15.92%) Data Quality
2 49 (7.57%) QA
3 13 (2.01%) Accessibility
4 7 (1.08%) CDISC
5 4 (0.62%) GDPR
5 4 (0.62%) SLA
6 2 (0.31%) GRC
7 1 (0.15%) PMO
7 1 (0.15%) Sarbanes-Oxley
7 1 (0.15%) UCITS
System Software
1 60 (9.27%) Docker
2 12 (1.85%) Active Directory
3 4 (0.62%) Virtual Desktop
4 1 (0.15%) NFS
4 1 (0.15%) VMware Infrastructure
Systems Management
1 40 (6.18%) Kubernetes
2 14 (2.16%) Terraform
3 7 (1.08%) Ansible
4 4 (0.62%) SCCM
5 2 (0.31%) Grafana
6 1 (0.15%) Enterprise Manager Cloud Control
6 1 (0.15%) Oracle Enterprise Manager
6 1 (0.15%) Podman
6 1 (0.15%) Prometheus
Vendors
1 74 (11.44%) Oracle
2 64 (9.89%) Microsoft
3 48 (7.42%) Databricks
4 44 (6.80%) Informatica
5 37 (5.72%) IBM
6 35 (5.41%) Red Hat
7 29 (4.48%) Google
8 16 (2.47%) SAP
9 13 (2.01%) Teradata
10 11 (1.70%) MuleSoft
11 8 (1.24%) Automation Anywhere
11 8 (1.24%) Blue Prism
11 8 (1.24%) UiPath
12 7 (1.08%) OpenAI
13 6 (0.93%) iManage
13 6 (0.93%) ServiceNow
14 5 (0.77%) Adobe
15 4 (0.62%) Epicor
15 4 (0.62%) Sage
15 4 (0.62%) Salesforce