Period
to 2 April 2020

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 2 April 2020 with a comparison to the same period over the previous 2 years.

Data Structures
England > Yorkshire
6 months to
2 Apr 2020
Same period 2019 Same period 2018
Rank 201 243 289
Rank change year-on-year +42 +46 -41
Permanent jobs citing Data Structures 26 38 33
As % of all permanent jobs advertised in Yorkshire 0.44% 0.52% 0.32%
As % of the Miscellaneous category 1.31% 1.40% 1.01%
Number of salaries quoted 24 34 30
Median annual salary £47,500 £42,500 £55,000
Median salary % change year-on-year +11.76% -22.73% -8.33%
10th Percentile £40,225 £36,550 £42,500
90th Percentile £75,295 £47,500 £60,000
England median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% -

Data Structures is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for generic IT skills.

All Generic IT Skills
Yorkshire
Permanent vacancies with a requirement for generic IT skills 1,990 2,709 3,273
As % of all permanent IT jobs advertised in Yorkshire 33.86% 37.28% 31.60%
Number of salaries quoted 1,578 2,110 2,706
Median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £26,750 £26,225 £26,250
90th Percentile £70,000 £62,233 £60,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +1.01%

Data Structures
Job Vacancy Trend in Yorkshire

Job postings citing Data Structures as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Structures in Yorkshire

Data Structures
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Data Structures in Yorkshire.

Salary trend for Data Structures in Yorkshire

Data Structures
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Structures in Yorkshire over the 6 months to 2 April 2020.

Salary histogram for Data Structures in Yorkshire

Data Structures
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the Yorkshire region over the 6 months to 2 April 2020. 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
Job
Vacancies
West Yorkshire +22 21 £43,000 +4.88% 4
South Yorkshire +30 5 £47,500 -
Data Structures
England

For the 6 months to 2 April 2020, IT jobs citing Data Structures also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Data Structures.

1 21 (80.77%) SQL
2 15 (57.69%) C#
3 14 (53.85%) HTML
3 14 (53.85%) JavaScript
4 12 (46.15%) Algorithms
5 11 (42.31%) HTML5
5 11 (42.31%) CSS
5 11 (42.31%) TDD
6 10 (38.46%) Python
6 10 (38.46%) PHP
6 10 (38.46%) .NET
6 10 (38.46%) Azure
6 10 (38.46%) DevOps
7 9 (34.62%) Docker
7 9 (34.62%) Ember.js
7 9 (34.62%) AngularJS
7 9 (34.62%) Analytics
7 9 (34.62%) Node.js
7 9 (34.62%) CSS3
7 9 (34.62%) Backbone.js
7 9 (34.62%) KnockoutJS
7 9 (34.62%) Responsive Web Design
7 9 (34.62%) AWS
7 9 (34.62%) BDD
7 9 (34.62%) NoSQL
7 9 (34.62%) Git (software)
7 9 (34.62%) nginx
7 9 (34.62%) Mercurial
7 9 (34.62%) Scala
7 9 (34.62%) Kubernetes

Data Structures
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (34.62%) Apache
1 9 (34.62%) nginx
Applications
1 3 (11.54%) Microsoft Excel
2 1 (3.85%) Microsoft Office
Business Applications
1 3 (11.54%) MIS ActiveH
Cloud Services
1 10 (38.46%) Azure
2 9 (34.62%) AWS
Communications & Networking
1 3 (11.54%) Internet
Database & Business Intelligence
1 9 (34.62%) NoSQL
2 5 (19.23%) Oracle Reports
3 4 (15.38%) SQL Server
4 3 (11.54%) Crystal Reports
4 3 (11.54%) QlikView
5 1 (3.85%) MySQL
5 1 (3.85%) Relational Database
5 1 (3.85%) SQL Server Analysis Services
5 1 (3.85%) SQL Server Integration Services
5 1 (3.85%) SQL Server Reporting Services
Development Applications
1 9 (34.62%) Git (software)
1 9 (34.62%) Mercurial
1 9 (34.62%) Subversion
2 3 (11.54%) SQL Server Management Studio (SSMS)
3 2 (7.69%) Visual Studio
General
1 9 (34.62%) Finance
2 4 (15.38%) Legal
3 3 (11.54%) Digital Economy
4 1 (3.85%) Law
Job Titles
1 14 (53.85%) Developer
2 9 (34.62%) JavaScript Developer
2 9 (34.62%) UI Developer
3 8 (30.77%) Software Engineer
4 7 (26.92%) Senior Software Engineer
5 3 (11.54%) Data Governance Analyst
5 3 (11.54%) Data Governance Manager
5 3 (11.54%) Data Manager
5 3 (11.54%) Governance Manager
5 3 (11.54%) Systems Developer
6 2 (7.69%) C# Software Engineer
6 2 (7.69%) Senior C# Software Engineer
7 1 (3.85%) Analyst
7 1 (3.85%) Angular Developer
7 1 (3.85%) Business Developer
7 1 (3.85%) Business Intelligence Analyst
7 1 (3.85%) Business Intelligence Developer
7 1 (3.85%) Business Intelligence Specialist
7 1 (3.85%) C++ Software Engineer
7 1 (3.85%) Software Developer
Libraries, Frameworks & Software Standards
1 14 (53.85%) HTML
2 11 (42.31%) CSS
2 11 (42.31%) HTML5
3 10 (38.46%) .NET
4 9 (34.62%) AngularJS
4 9 (34.62%) Backbone.js
4 9 (34.62%) CSS3
4 9 (34.62%) Ember.js
4 9 (34.62%) KnockoutJS
4 9 (34.62%) Node.js
4 9 (34.62%) Redux
5 5 (19.23%) ASP.NET
6 4 (15.38%) ASP.NET MVC
7 2 (7.69%) RESTful
7 2 (7.69%) WinForms
8 1 (3.85%) JAX-RS
8 1 (3.85%) React
8 1 (3.85%) Vue.js
8 1 (3.85%) XML
Miscellaneous
1 12 (46.15%) Algorithms
2 3 (11.54%) Data Protection Act
3 2 (7.69%) Client/Server
4 1 (3.85%) Analytical Skills
4 1 (3.85%) iPhone
Processes & Methodologies
1 11 (42.31%) TDD
2 10 (38.46%) DevOps
3 9 (34.62%) Analytics
3 9 (34.62%) BDD
3 9 (34.62%) Microservices
3 9 (34.62%) OO
3 9 (34.62%) Responsive Web Design
3 9 (34.62%) Web Design
4 8 (30.77%) Software Engineering
5 7 (26.92%) Agile Software Development
6 6 (23.08%) Data Analysis
6 6 (23.08%) Data Modelling
7 5 (19.23%) Insurtech
7 5 (19.23%) Statistics
7 5 (19.23%) Visualisation
7 5 (19.23%) Workflow
8 4 (15.38%) MVC
9 3 (11.54%) Change Management
9 3 (11.54%) Data Management
9 3 (11.54%) Service Delivery
Programming Languages
1 21 (80.77%) SQL
2 15 (57.69%) C#
3 14 (53.85%) JavaScript
4 10 (38.46%) PHP
4 10 (38.46%) Python
5 9 (34.62%) Java
5 9 (34.62%) Kotlin
5 9 (34.62%) Scala
6 5 (19.23%) VB
6 5 (19.23%) VB6
7 4 (15.38%) T-SQL
7 4 (15.38%) VB.NET
8 3 (11.54%) VBA
8 3 (11.54%) VBScript
9 2 (7.69%) R
10 1 (3.85%) C++
Qualifications
1 1 (3.85%) PhD
Quality Assurance & Compliance
1 5 (19.23%) QA
System Software
1 9 (34.62%) Docker
Systems Management
1 9 (34.62%) Kubernetes
Vendors
1 5 (19.23%) Oracle
2 2 (7.69%) Microsoft