Period
to 16 November 2018

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Nottinghamshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 16 November 2018 with a comparison to the same period over the previous 2 years.

Data Structures
East Midlands > Nottinghamshire
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 100 137 129
Rank change year-on-year +37 -8 +21
Permanent jobs citing Data Structures 20 10 24
As % of all permanent IT jobs advertised in Nottinghamshire 1.29% 0.49% 1.02%
As % of the Miscellaneous category 3.02% 1.22% 2.51%
Number of salaries quoted 17 10 19
Nottinghamshire median annual salary £45,000 £50,000 £70,000
Median salary % change year-on-year -10.00% -28.57% +47.37%
10th Percentile £40,500 £36,375 £26,537
90th Percentile £65,000 £62,500 £75,000
East Midlands median annual salary £45,000 £48,750 £50,000
% change year-on-year -7.69% -2.50% +25.00%

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 Nottinghamshire with a requirement for generic IT skills.

All Generic IT Skills
Nottinghamshire
Permanent vacancies with a requirement for generic IT skills 662 818 955
As % of all permanent IT jobs advertised in Nottinghamshire 42.76% 40.24% 40.72%
Number of salaries quoted 522 676 784
Nottinghamshire median annual salary £43,250 £40,000 £42,091
Median salary % change year-on-year +8.13% -4.97% +5.23%
10th Percentile £27,000 £25,000 £23,750
90th Percentile £73,750 £71,250 £72,500
East Midlands median annual salary £42,500 £39,000 £40,000
% change year-on-year +8.97% -2.50% -

Data Structures
Job Vacancy Trend in Nottinghamshire

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

Job vacancy trend for Data Structures in Nottinghamshire

Data Structures
Salary Trend in Nottinghamshire

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

Salary trend for Data Structures in Nottinghamshire

Data Structures
Salary Histogram in Nottinghamshire

The salary distribution of IT jobs citing Data Structures in Nottinghamshire over the 6 months to 16 November 2018.

Salary histogram for Data Structures in Nottinghamshire

Data Structures
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the Nottinghamshire region over the 6 months to 16 November 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
Nottingham +38 20 £45,000 -10.00% 2
Data Structures
East Midlands

For the 6 months to 16 November 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 Nottinghamshire region with a requirement for Data Structures.

1 16 (80.00%) Business Intelligence
1 16 (80.00%) Power BI
2 10 (50.00%) JSON
3 9 (45.00%) SQL Server Reporting Services
3 9 (45.00%) Strategic Planning
3 9 (45.00%) Dynamics AX
3 9 (45.00%) Microsoft
3 9 (45.00%) SQL Server
3 9 (45.00%) Python
3 9 (45.00%) C#
3 9 (45.00%) Java
3 9 (45.00%) SQL
3 9 (45.00%) .NET
3 9 (45.00%) Release Management
3 9 (45.00%) Dynamics 365
4 8 (40.00%) REST
4 8 (40.00%) SOAP
4 8 (40.00%) Web Services
4 8 (40.00%) ERP
4 8 (40.00%) X++
4 8 (40.00%) Finance
4 8 (40.00%) Scrum
5 7 (35.00%) TDD
5 7 (35.00%) Logistics
5 7 (35.00%) Visual Studio
5 7 (35.00%) MATLAB
5 7 (35.00%) MapReduce
5 7 (35.00%) Tableau
5 7 (35.00%) Data Quality
5 7 (35.00%) Machine Learning

Data Structures
Co-occurring IT Skills in Nottinghamshire 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 7 (35.00%) Apache Spark
Business Applications
1 9 (45.00%) Dynamics AX
Cloud Services
1 9 (45.00%) Dynamics 365
2 7 (35.00%) Microsoft Azure
3 2 (10.00%) npm
Database & Business Intelligence
1 16 (80.00%) Power BI
2 9 (45.00%) SQL Server
2 9 (45.00%) SQL Server Reporting Services
3 7 (35.00%) Big Data
3 7 (35.00%) Hadoop
3 7 (35.00%) NoSQL
4 2 (10.00%) PostgreSQL
Development Applications
1 7 (35.00%) Visual Studio
2 2 (10.00%) Git (software)
2 2 (10.00%) Subversion
2 2 (10.00%) webpack
General
1 8 (40.00%) Finance
2 6 (30.00%) Legal
3 4 (20.00%) French Language
3 4 (20.00%) German Language
Job Titles
1 11 (55.00%) Developer
2 9 (45.00%) Dynamics AX Developer
3 7 (35.00%) Big Data Engineer
3 7 (35.00%) Data Engineer
4 4 (20.00%) Development Engineer
4 4 (20.00%) Hadoop Engineer
5 2 (10.00%) Architect
5 2 (10.00%) Database Developer
5 2 (10.00%) Lead Architect
5 2 (10.00%) PostgreSQL Developer
Libraries, Frameworks & Software Standards
1 10 (50.00%) JSON
2 9 (45.00%) .NET
3 8 (40.00%) REST
3 8 (40.00%) SOAP
3 8 (40.00%) Web Services
4 2 (10.00%) DOM
4 2 (10.00%) Immutable.js
4 2 (10.00%) Kafka
4 2 (10.00%) React
4 2 (10.00%) Redux
4 2 (10.00%) RESTful
Miscellaneous
1 6 (30.00%) Analytical Skills
Operating Systems
1 2 (10.00%) Linux
Processes & Methodologies
1 16 (80.00%) Business Intelligence
2 9 (45.00%) Release Management
2 9 (45.00%) Strategic Planning
3 8 (40.00%) ERP
3 8 (40.00%) Scrum
4 7 (35.00%) Analytics
4 7 (35.00%) Big Data Analytics
4 7 (35.00%) Computational Intelligence
4 7 (35.00%) Data Analytics
4 7 (35.00%) Data Development
4 7 (35.00%) Data Visualisation
4 7 (35.00%) Deep Learning
4 7 (35.00%) Logistics
4 7 (35.00%) Machine Learning
4 7 (35.00%) MapReduce
4 7 (35.00%) MVC
4 7 (35.00%) TDD
4 7 (35.00%) Telematics
4 7 (35.00%) Visualisation
5 6 (30.00%) Data Protection
Programming Languages
1 9 (45.00%) C#
1 9 (45.00%) Java
1 9 (45.00%) Python
1 9 (45.00%) SQL
2 8 (40.00%) X++
3 7 (35.00%) MATLAB
3 7 (35.00%) R
3 7 (35.00%) Scala
4 2 (10.00%) JavaScript
Quality Assurance & Compliance
1 7 (35.00%) Data Quality
2 2 (10.00%) QA
System Software
1 2 (10.00%) Docker
Vendors
1 9 (45.00%) Microsoft
2 7 (35.00%) Cloudera
2 7 (35.00%) Tableau
3 2 (10.00%) Oracle