Period
to 18 December 2017

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 18 December 2017 with a comparison to the same period over the previous 2 years.

Data Structures
Nottinghamshire > Nottingham
6 months to
18 Dec 2017
Same period 2016 Same period 2015
Rank 132 122 131
Rank change year-on-year -10 +9 -6
Permanent jobs citing Data Structures 9 21 10
As % of all permanent IT jobs advertised in Nottingham 0.49% 1.03% 0.45%
As % of the Miscellaneous category 1.30% 2.74% 1.10%
Number of salaries quoted 8 19 7
Nottingham median annual salary £50,000 £70,000 £60,000
Median salary % change year-on-year -28.57% +16.67% +41.18%
10th Percentile £47,125 £26,537 £33,000
90th Percentile £62,500 £75,000 £75,000
Nottinghamshire median annual salary £50,000 £70,000 £56,250
% change year-on-year -28.57% +24.44% +32.35%

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 694 766 911
As % of all permanent IT jobs advertised in Nottingham 37.78% 37.59% 40.63%
Number of salaries quoted 586 637 574
Nottingham median annual salary £42,500 £45,000 £40,000
Median salary % change year-on-year -5.56% +12.50% -
10th Percentile £26,125 £24,500 £23,750
90th Percentile £71,250 £76,000 £67,500
Nottinghamshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% +6.67%

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 18 December 2017, IT jobs citing Data Structures also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Nottingham region with a requirement for Data Structures.

1 7 (77.78%) Java
2 6 (66.67%) JavaScript
2 6 (66.67%) Algorithms
3 5 (55.56%) OO
3 5 (55.56%) Scrum
3 5 (55.56%) Agile Software Development
4 4 (44.44%) Software Engineering
4 4 (44.44%) Ruby
4 4 (44.44%) NoSQL
4 4 (44.44%) DevOps
4 4 (44.44%) Shell Script
4 4 (44.44%) Python
4 4 (44.44%) Linux
4 4 (44.44%) Perl
4 4 (44.44%) PHP
5 2 (22.22%) Benchmarking
5 2 (22.22%) Configuration Management
5 2 (22.22%) Middleware
5 2 (22.22%) J2EE
5 2 (22.22%) UML
5 2 (22.22%) OOA/OOD
5 2 (22.22%) DOM
5 2 (22.22%) Unix
5 2 (22.22%) Windows
5 2 (22.22%) E-Commerce
5 2 (22.22%) OOD
5 2 (22.22%) ECMAScript
5 2 (22.22%) RDBMS
5 2 (22.22%) Performance Monitoring
5 2 (22.22%) Relational Database

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:

Cloud Services
1 2 (22.22%) Amazon AWS
1 2 (22.22%) Microsoft Azure
1 2 (22.22%) npm
Database & Business Intelligence
1 4 (44.44%) NoSQL
2 2 (22.22%) InterSystems Cache
2 2 (22.22%) RDBMS
2 2 (22.22%) Relational Database
3 1 (11.11%) MongoDB
3 1 (11.11%) MySQL
3 1 (11.11%) SQL Server
Development Applications
1 2 (22.22%) Babel
1 2 (22.22%) Git (software)
1 2 (22.22%) Jenkins
1 2 (22.22%) JIRA
1 2 (22.22%) Subversion
1 2 (22.22%) webpack
General
1 2 (22.22%) Finance
1 2 (22.22%) Retail
Job Titles
1 3 (33.33%) Developer
1 3 (33.33%) Lead Developer
2 2 (22.22%) Architect
2 2 (22.22%) Java Architect
2 2 (22.22%) Java Technical Architect
2 2 (22.22%) Site Engineer
2 2 (22.22%) Software Engineer
2 2 (22.22%) Technical Architect
3 1 (11.11%) Administrator
3 1 (11.11%) DBA
3 1 (11.11%) Java Developer
3 1 (11.11%) Java Team Leader
3 1 (11.11%) Systems Administrator
3 1 (11.11%) Team Leader
Libraries, Frameworks & Software Standards
1 2 (22.22%) DOM
1 2 (22.22%) Immutable.js
1 2 (22.22%) J2EE
1 2 (22.22%) JSON
1 2 (22.22%) Middleware
1 2 (22.22%) React
1 2 (22.22%) Redux
1 2 (22.22%) RESTful
Miscellaneous
1 6 (66.67%) Algorithms
2 2 (22.22%) Analytical Skills
2 2 (22.22%) Enterprise Software
2 2 (22.22%) Mobile App
3 1 (11.11%) Clustering
3 1 (11.11%) Fintech
3 1 (11.11%) Reference Data
3 1 (11.11%) Replication
Operating Systems
1 4 (44.44%) Linux
2 2 (22.22%) Unix
2 2 (22.22%) Windows
Processes & Methodologies
1 5 (55.56%) Agile Software Development
1 5 (55.56%) OO
1 5 (55.56%) Scrum
2 4 (44.44%) DevOps
2 4 (44.44%) Software Engineering
3 2 (22.22%) Coaching
3 2 (22.22%) Concurrent Programming
3 2 (22.22%) Continuous Integration
3 2 (22.22%) DOM Manipulation/Scripting
3 2 (22.22%) Front End Development
3 2 (22.22%) Innovative Thinking
3 2 (22.22%) Isomorphic JavaScript
3 2 (22.22%) Load Balancing
3 2 (22.22%) Low Latency
3 2 (22.22%) Mobile First
3 2 (22.22%) Performance Monitoring
3 2 (22.22%) Requirements Analysis
3 2 (22.22%) Software Testing
3 2 (22.22%) Translating Business Requirements
3 2 (22.22%) Wireframes
Programming Languages
1 7 (77.78%) Java
2 6 (66.67%) JavaScript
3 4 (44.44%) Perl
3 4 (44.44%) PHP
3 4 (44.44%) Python
3 4 (44.44%) Ruby
3 4 (44.44%) Shell Script
4 2 (22.22%) C#
4 2 (22.22%) ECMAScript
4 2 (22.22%) PowerShell
5 1 (11.11%) SQL
Systems Management
1 2 (22.22%) Ansible
1 2 (22.22%) Opscode Chef
1 2 (22.22%) Puppet
Vendors
1 1 (11.11%) Oracle
1 1 (11.11%) Reuters