Period
to 26 May 2019

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Nottingham. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 26 May 2019 with a comparison to the same period over the previous 2 years.

Data Structures
Nottinghamshire > Nottingham
6 months to
26 May 2019
Same period 2018 Same period 2017
Rank 102 91 124
Rank change year-on-year -11 +33 +9
Permanent jobs citing Data Structures 3 32 8
As % of all permanent IT jobs advertised in Nottingham 0.27% 2.20% 0.45%
As % of the Miscellaneous category 0.61% 5.56% 1.23%
Number of salaries quoted 1 30 6
Nottingham median annual salary £45,000 £55,000 £50,000
Median salary % change year-on-year -18.18% +10.00% -4.76%
10th Percentile £40,000 £42,500 £38,125
90th Percentile £50,000 £75,000 £70,000
Nottinghamshire median annual salary £45,000 £55,000 £50,000
% change year-on-year -18.18% +10.00% -4.76%

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 Nottingham with a requirement for generic IT skills.

All Generic IT Skills
Nottingham
Permanent vacancies with a requirement for generic IT skills 489 576 650
As % of all permanent IT jobs advertised in Nottingham 43.35% 39.53% 36.79%
Number of salaries quoted 422 463 549
Nottingham median annual salary £45,000 £45,000 £45,000
10th Percentile £26,300 £26,350 £26,250
90th Percentile £70,000 £75,000 £72,500
Nottinghamshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +13.33%

Data Structures
Job Vacancy Trend in Nottingham

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

Job vacancy trend for Data Structures in Nottingham

Data Structures
Salary Trend in Nottingham

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

Salary trend for Data Structures in Nottingham

For the 6 months to 26 May 2019, 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 Nottingham region with a requirement for Data Structures.

1 3 (100.00%) Agile Software Development
1 3 (100.00%) DevOps
2 2 (66.67%) Lumira
2 2 (66.67%) Analytics
2 2 (66.67%) BusinessObjects Business Intelligence
2 2 (66.67%) SAP S/4HANA
2 2 (66.67%) Data Science
2 2 (66.67%) Finance
2 2 (66.67%) Banking
2 2 (66.67%) Retail
2 2 (66.67%) Logistics
2 2 (66.67%) SAP Oil and Gas
2 2 (66.67%) Predictive Analytics
2 2 (66.67%) Life Science
2 2 (66.67%) BusinessObjects Web Intelligence
2 2 (66.67%) Kanban
2 2 (66.67%) Visualisation
2 2 (66.67%) Microsoft Azure
2 2 (66.67%) Waterfall
2 2 (66.67%) Data Visualisation
2 2 (66.67%) Tableau
2 2 (66.67%) SAP HANA
2 2 (66.67%) Oracle
2 2 (66.67%) SAP
2 2 (66.67%) CRM
2 2 (66.67%) Business Intelligence
2 2 (66.67%) BusinessObjects
2 2 (66.67%) Cognizant
2 2 (66.67%) SAP BW
2 2 (66.67%) Project Management

Data Structures
Co-occurring IT Skills in Nottingham 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:

Business Applications
1 2 (66.67%) SAP Oil and Gas
1 2 (66.67%) SAP S/4HANA
Cloud Services
1 2 (66.67%) Microsoft Azure
Database & Business Intelligence
1 2 (66.67%) BusinessObjects
1 2 (66.67%) BusinessObjects Business Intelligence
1 2 (66.67%) BusinessObjects Web Intelligence
1 2 (66.67%) Lumira
1 2 (66.67%) SAP BW
1 2 (66.67%) SAP HANA
Development Applications
1 1 (33.33%) Babel
1 1 (33.33%) GitLab
1 1 (33.33%) Travis CI
1 1 (33.33%) webpack
General
1 2 (66.67%) Banking
1 2 (66.67%) Finance
1 2 (66.67%) Manufacturing
1 2 (66.67%) Retail
2 1 (33.33%) Aerospace
2 1 (33.33%) Automotive
Job Titles
1 2 (66.67%) Consultant
1 2 (66.67%) SAP BW Consultant
1 2 (66.67%) SAP Consultant
1 2 (66.67%) SAP HANA Consultant
2 1 (33.33%) Developer
2 1 (33.33%) Full Stack Developer
2 1 (33.33%) Lead Developer
Libraries, Frameworks & Software Standards
1 1 (33.33%) AngularJS
1 1 (33.33%) CSS
1 1 (33.33%) CSS3
1 1 (33.33%) HTML
1 1 (33.33%) HTML5
1 1 (33.33%) React
1 1 (33.33%) Vue.js
1 1 (33.33%) Web Services
Miscellaneous
1 2 (66.67%) Life Science
2 1 (33.33%) Algorithms
2 1 (33.33%) Renewable Energy
2 1 (33.33%) User Experience
Processes & Methodologies
1 3 (100.00%) Agile Software Development
1 3 (100.00%) DevOps
2 2 (66.67%) Analytics
2 2 (66.67%) Business Intelligence
2 2 (66.67%) CRM
2 2 (66.67%) Data Science
2 2 (66.67%) Data Visualisation
2 2 (66.67%) Kanban
2 2 (66.67%) Logistics
2 2 (66.67%) Predictive Analytics
2 2 (66.67%) Project Management
2 2 (66.67%) Stakeholder Management
2 2 (66.67%) Visualisation
2 2 (66.67%) Waterfall
3 1 (33.33%) Continuous Integration
3 1 (33.33%) Cross-Browser Development
3 1 (33.33%) Front End Development
3 1 (33.33%) OO
3 1 (33.33%) Sprint Planning
3 1 (33.33%) TDD
Programming Languages
1 1 (33.33%) C#
1 1 (33.33%) ES6
1 1 (33.33%) JavaScript
1 1 (33.33%) Python
1 1 (33.33%) TypeScript
Vendors
1 2 (66.67%) Cognizant
1 2 (66.67%) Oracle
1 2 (66.67%) SAP
1 2 (66.67%) Tableau