Period
to 22 October 2018

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 22 October 2018 with a comparison to the same period over the previous 2 years.

Data Structures
England > Yorkshire
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 273 233 273
Rank change year-on-year -40 +40 +53
Permanent jobs citing Data Structures 21 83 61
As % of all permanent IT jobs advertised in Yorkshire 0.25% 0.87% 0.55%
As % of the Miscellaneous category 0.67% 2.48% 1.66%
Number of salaries quoted 17 74 55
Yorkshire median annual salary £45,000 £55,000 £55,000
Median salary % change year-on-year -18.18% - +15.79%
England median annual salary £62,500 £55,000 £60,000
% change year-on-year +13.64% -8.33% -

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 3,156 3,353 3,682
As % of all permanent IT jobs advertised in Yorkshire 37.62% 35.25% 33.00%
Number of salaries quoted 2,451 2,666 2,991
Yorkshire median annual salary £42,500 £41,250 £40,000
Median salary % change year-on-year +3.03% +3.13% -
10th Percentile £25,000 £23,750 £23,000
90th Percentile £60,000 £61,250 £63,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Data Structures
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Structures in Yorkshire

Data Structures
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Structures in Yorkshire.

Salary trend for Data Structures in Yorkshire

Data Structures
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Structures in Yorkshire over the 6 months to 22 October 2018.

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 22 October 2018. 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 -34 7 £45,000 -18.18% 4
South Yorkshire -8 4 £37,500 -37.50%
Data Structures
England

For the 6 months to 22 October 2018, 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 13 (61.90%) SAP
2 11 (52.38%) QlikView
3 10 (47.62%) Data Modelling
3 10 (47.62%) Analytics
4 9 (42.86%) Data Analytics
4 9 (42.86%) Business Intelligence
4 9 (42.86%) SAP BW
5 8 (38.10%) Problem-Solving
6 6 (28.57%) Degree
6 6 (28.57%) Dashboard Development
7 5 (23.81%) Decision-Making
7 5 (23.81%) Analytical Skills
7 5 (23.81%) Algorithms
7 5 (23.81%) Data Quality
8 4 (19.05%) CSS
8 4 (19.05%) HTML
8 4 (19.05%) JavaScript
8 4 (19.05%) Predictive Analytics
8 4 (19.05%) Data Management
8 4 (19.05%) Agile Software Development
8 4 (19.05%) AngularJS
8 4 (19.05%) React
9 3 (14.29%) Greenfield Project
9 3 (14.29%) Responsive Web Design
9 3 (14.29%) Master Data Management
9 3 (14.29%) TDD
9 3 (14.29%) Subversion
9 3 (14.29%) Data Analysis
9 3 (14.29%) Web Analytics
9 3 (14.29%) Data Architecture

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:

Applications
1 2 (9.52%) Microsoft Excel
Business Applications
1 1 (4.76%) SAP ERP
Database & Business Intelligence
1 11 (52.38%) QlikView
2 9 (42.86%) SAP BW
3 2 (9.52%) NoSQL
3 2 (9.52%) RDBMS
3 2 (9.52%) Relational Database
4 1 (4.76%) DB2
4 1 (4.76%) Oracle Reports
4 1 (4.76%) Qlik Sense
Development Applications
1 3 (14.29%) Git (software)
1 3 (14.29%) Mercurial
1 3 (14.29%) Subversion
General
1 3 (14.29%) Manufacturing
2 1 (4.76%) Finance
2 1 (4.76%) Games
2 1 (4.76%) Marketing
2 1 (4.76%) Pharmaceutical
Job Titles
1 12 (57.14%) Analyst
2 7 (33.33%) Data Analyst
3 6 (28.57%) Business Intelligence Analyst
3 6 (28.57%) Data Analytics Analyst
3 6 (28.57%) Developer
4 5 (23.81%) Business Analyst
5 3 (14.29%) Angular Developer
5 3 (14.29%) Business Intelligence Business Analyst
5 3 (14.29%) Business Intelligence Data Analyst
5 3 (14.29%) Data Business Analyst
5 3 (14.29%) HTML Developer
5 3 (14.29%) JavaScript Developer
5 3 (14.29%) React Developer
5 3 (14.29%) UI Developer
6 2 (9.52%) Architect
6 2 (9.52%) C# Architect
6 2 (9.52%) QlikView Developer
6 2 (9.52%) Technical Architect
7 1 (4.76%) Software Developer
7 1 (4.76%) Web Developer
Libraries, Frameworks & Software Standards
1 4 (19.05%) AngularJS
1 4 (19.05%) CSS
1 4 (19.05%) HTML
1 4 (19.05%) React
2 3 (14.29%) Node.js
3 1 (4.76%) DOM
3 1 (4.76%) JSON
3 1 (4.76%) Redux
3 1 (4.76%) RESTful
3 1 (4.76%) Web Services
Miscellaneous
1 5 (23.81%) Algorithms
1 5 (23.81%) Analytical Skills
2 3 (14.29%) Computer Science
2 3 (14.29%) Greenfield Project
Processes & Methodologies
1 10 (47.62%) Analytics
1 10 (47.62%) Data Modelling
2 9 (42.86%) Business Intelligence
2 9 (42.86%) Data Analytics
3 8 (38.10%) Problem-Solving
4 6 (28.57%) Dashboard Development
5 5 (23.81%) Decision-Making
6 4 (19.05%) Agile Software Development
6 4 (19.05%) Data Management
6 4 (19.05%) Predictive Analytics
7 3 (14.29%) BDD
7 3 (14.29%) Data Analysis
7 3 (14.29%) Data Architecture
7 3 (14.29%) Master Data Management
7 3 (14.29%) Responsive Web Design
7 3 (14.29%) TDD
7 3 (14.29%) Web Analytics
7 3 (14.29%) Web Design
8 2 (9.52%) Agile Project Management
8 2 (9.52%) Scaled Agile Framework
Programming Languages
1 4 (19.05%) JavaScript
2 2 (9.52%) C#
2 2 (9.52%) VBA
3 1 (4.76%) SQL
Qualifications
1 6 (28.57%) Degree
Quality Assurance & Compliance
1 5 (23.81%) Data Quality
Vendors
1 13 (61.90%) SAP
2 1 (4.76%) Oracle