Period
to 18 July 2018

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

Data Structures
Nottinghamshire > Nottingham
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 87 128 129
Rank change year-on-year +41 +1 +16
Permanent jobs citing Data Structures 29 4 6
As % of all permanent IT jobs advertised in Nottingham 2.12% 0.22% 0.32%
As % of the Miscellaneous category 5.11% 0.54% 0.79%
Number of salaries quoted 27 4 3
Nottingham median annual salary £50,000 £43,750 £28,638
Median salary % change year-on-year +14.29% +52.77% -39.71%
10th Percentile £42,500 £34,000 £26,747
90th Percentile £73,500 £51,375 £50,938
Nottinghamshire median annual salary £50,000 £40,000 £28,638
% change year-on-year +25.00% +39.68% -39.71%

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 567 734 759
As % of all permanent IT jobs advertised in Nottingham 41.51% 40.69% 40.50%
Number of salaries quoted 455 614 557
Nottingham median annual salary £42,500 £42,500 £38,000
Median salary % change year-on-year - +11.84% -5.00%
10th Percentile £26,250 £24,665 £21,950
90th Percentile £67,500 £72,500 £58,750
Nottinghamshire median annual salary £42,500 £40,000 £37,750
% change year-on-year +6.25% +5.96% -5.63%

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

Data Structures
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Data Structures in Nottingham over the 6 months to 18 July 2018.

Salary histogram for Data Structures in Nottingham

For the 6 months to 18 July 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 Nottingham region with a requirement for Data Structures.

1 22 (75.86%) C#
2 19 (65.52%) Microsoft Azure
3 17 (58.62%) Scrum
4 16 (55.17%) Java
4 16 (55.17%) Python
4 16 (55.17%) Algorithms
5 15 (51.72%) NoSQL
6 14 (48.28%) Opscode Chef
6 14 (48.28%) DevOps
6 14 (48.28%) Amazon AWS
6 14 (48.28%) Software Engineering
6 14 (48.28%) Ruby
7 13 (44.83%) TDD
7 13 (44.83%) BDD
7 13 (44.83%) OO
7 13 (44.83%) Windows
7 13 (44.83%) Finance
8 12 (41.38%) Business Intelligence
8 12 (41.38%) Shell Script
8 12 (41.38%) Configuration Management
8 12 (41.38%) Linux
8 12 (41.38%) JavaScript
8 12 (41.38%) Perl
8 12 (41.38%) PHP
8 12 (41.38%) Puppet
8 12 (41.38%) PowerShell
8 12 (41.38%) Power BI
9 11 (37.93%) Jenkins
9 11 (37.93%) Site Reliability Engineering
9 11 (37.93%) SQL Server Reporting Services

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:

Application Platforms
1 3 (10.34%) Apache
1 3 (10.34%) IIS
2 2 (6.90%) Apache Spark
Applications
1 1 (3.45%) Microsoft Office
Business Applications
1 11 (37.93%) Dynamics AX
Cloud Services
1 19 (65.52%) Microsoft Azure
2 14 (48.28%) Amazon AWS
3 10 (34.48%) Dynamics 365
4 2 (6.90%) Google Cloud Platform
5 1 (3.45%) Office 365
Database & Business Intelligence
1 15 (51.72%) NoSQL
2 12 (41.38%) Power BI
3 11 (37.93%) SQL Server
3 11 (37.93%) SQL Server Reporting Services
4 2 (6.90%) Big Data
4 2 (6.90%) Hadoop
4 2 (6.90%) MongoDB
Development Applications
1 11 (37.93%) Jenkins
2 7 (24.14%) Visual Studio
3 2 (6.90%) Git (software)
3 2 (6.90%) Mercurial
General
1 13 (44.83%) Finance
2 6 (20.69%) Legal
Job Titles
1 12 (41.38%) Developer
2 11 (37.93%) DevOps Engineer
3 10 (34.48%) Dynamics AX Developer
4 8 (27.59%) Operations Engineer
5 6 (20.69%) Linux DevOps Engineer
5 6 (20.69%) Linux Engineer
5 6 (20.69%) Linux/Unix DevOps
6 2 (6.90%) Big Data Engineer
6 2 (6.90%) Data Engineer
6 2 (6.90%) Developer in Test
6 2 (6.90%) DevOps Systems Engineer
6 2 (6.90%) Lead DevOps
6 2 (6.90%) Site Reliability Engineer
6 2 (6.90%) Software Developer
6 2 (6.90%) Systems Engineer
7 1 (3.45%) Analyst
7 1 (3.45%) Support Analyst
7 1 (3.45%) Technical Analyst
7 1 (3.45%) Technical Support
7 1 (3.45%) Technical Support Analyst
Libraries, Frameworks & Software Standards
1 10 (34.48%) .NET
2 9 (31.03%) JSON
2 9 (31.03%) REST
2 9 (31.03%) SOAP
2 9 (31.03%) Web Services
3 8 (27.59%) Middleware
Miscellaneous
1 16 (55.17%) Algorithms
2 6 (20.69%) Analytical Skills
3 1 (3.45%) Fintech
Operating Systems
1 13 (44.83%) Windows
2 12 (41.38%) Linux
Processes & Methodologies
1 17 (58.62%) Scrum
2 14 (48.28%) DevOps
2 14 (48.28%) Software Engineering
3 13 (44.83%) BDD
3 13 (44.83%) OO
3 13 (44.83%) TDD
4 12 (41.38%) Business Intelligence
4 12 (41.38%) Configuration Management
5 11 (37.93%) Site Reliability Engineering
5 11 (37.93%) Software Testing
6 10 (34.48%) Agile Software Development
6 10 (34.48%) Release Management
6 10 (34.48%) Strategic Planning
6 10 (34.48%) Test Automation
7 9 (31.03%) Coaching
7 9 (31.03%) ERP
8 8 (27.59%) OOD
8 8 (27.59%) Performance Monitoring
8 8 (27.59%) System Testing
9 7 (24.14%) MVC
Programming Languages
1 22 (75.86%) C#
2 16 (55.17%) Java
2 16 (55.17%) Python
3 14 (48.28%) Ruby
4 12 (41.38%) JavaScript
4 12 (41.38%) Perl
4 12 (41.38%) PHP
4 12 (41.38%) PowerShell
4 12 (41.38%) Shell Script
5 10 (34.48%) X++
6 5 (17.24%) SQL
7 2 (6.90%) MATLAB
7 2 (6.90%) R
7 2 (6.90%) Scala
Quality Assurance & Compliance
1 2 (6.90%) Data Quality
Systems Management
1 14 (48.28%) Opscode Chef
2 12 (41.38%) Puppet
3 9 (31.03%) Ansible
Vendors
1 11 (37.93%) Microsoft
2 2 (6.90%) Cloudera
2 2 (6.90%) Google
2 2 (6.90%) Tableau