Period
to 18 October 2018

The table below looks at the prevalence of the term Data Structures in contract job vacancies advertised in Glasgow. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Structures over the 6 months to 18 October 2018 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Structures
Scotland > Glasgow
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 110 50 87
Rank change year-on-year -60 +37 +11
Contract jobs citing Data Structures 3 52 5
As % of all contract IT jobs advertised in Glasgow 0.18% 3.85% 0.40%
As % of the Miscellaneous category 0.56% 11.18% 1.17%
Number of daily rates quoted 2 21 1
Glasgow median daily rate £444 £380 £325
Median daily rate % change year-on-year +16.78% +16.92% -13.33%
10th Percentile £422 £363 £288
90th Percentile £456 £438 £363
Scotland median daily rate £375 £380 £275
% change year-on-year -1.32% +38.18% -26.67%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

Data Structures is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for generic IT skills.

All Generic IT Skills
Glasgow
Contract vacancies with a requirement for generic IT skills 537 465 427
As % of all contract IT jobs advertised in Glasgow 32.17% 34.47% 34.44%
Number of daily rates quoted 272 223 223
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% +6.06%
10th Percentile £281 £255 £209
90th Percentile £538 £475 £474
Scotland median daily rate £400 £380 £350
% change year-on-year +5.26% +8.57% -
Number of hourly rates quoted 10 14 11
Glasgow median hourly rate £13.00 £18.25 £16.50
Median hourly rate % change year-on-year -28.77% +10.61% -38.50%
10th Percentile £10.70 £10.23 £9.25
90th Percentile £33.90 £27.10 £40.25
Scotland median hourly rate £17.50 £24.00 £37.75
% change year-on-year -27.08% -36.42% +104.05%

Data Structures
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Data Structures in Glasgow

Data Structures
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Structures in Glasgow.

Contractor daily rate trend for Data Structures in Glasgow

For the 6 months to 18 October 2018, IT contractor 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 contract job ads across the Glasgow region with a requirement for Data Structures.

1 1 (33.33%) MVC
1 1 (33.33%) Finance
1 1 (33.33%) Hibernate
1 1 (33.33%) Data Analysis
1 1 (33.33%) Spring
1 1 (33.33%) Ajax
1 1 (33.33%) JSON
1 1 (33.33%) Mathematics
1 1 (33.33%) Computer Science
1 1 (33.33%) Spring MVC
1 1 (33.33%) Use Case
1 1 (33.33%) jQuery
1 1 (33.33%) Multithreading
1 1 (33.33%) Computer Security
1 1 (33.33%) Hadoop
1 1 (33.33%) Visualisation
1 1 (33.33%) HTML5
1 1 (33.33%) REST
1 1 (33.33%) Splunk
1 1 (33.33%) Cloudera
1 1 (33.33%) AngularJS
1 1 (33.33%) Analytics
1 1 (33.33%) Cybersecurity
1 1 (33.33%) TypeScript
1 1 (33.33%) Analytical Skills
1 1 (33.33%) Algorithms
1 1 (33.33%) webpack
1 1 (33.33%) Cyberthreat
1 1 (33.33%) RequireJS
1 1 (33.33%) Data Acquisition

Data Structures
Co-occurring IT Skills in Glasgow 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 1 (33.33%) npm
Database & Business Intelligence
1 1 (33.33%) Data Mining
1 1 (33.33%) Hadoop
1 1 (33.33%) SQL Server
Development Applications
1 1 (33.33%) webpack
General
1 1 (33.33%) Finance
Job Titles
1 2 (66.67%) Developer
2 1 (33.33%) Analyst
2 1 (33.33%) Analytics Developer
2 1 (33.33%) Angular Developer
2 1 (33.33%) Auditor
2 1 (33.33%) Data Analyst
2 1 (33.33%) Full Stack Developer
2 1 (33.33%) HTML CSS Developer
2 1 (33.33%) HTML Developer
2 1 (33.33%) J2EE Developer
2 1 (33.33%) Java Developer
2 1 (33.33%) Java/J2EE Developer
2 1 (33.33%) SQL Analyst
2 1 (33.33%) SQL Data Analyst
2 1 (33.33%) SQL Server Analyst
Libraries, Frameworks & Software Standards
1 1 (33.33%) Ajax
1 1 (33.33%) AngularJS
1 1 (33.33%) CSS
1 1 (33.33%) Hibernate
1 1 (33.33%) HTML
1 1 (33.33%) HTML5
1 1 (33.33%) J2EE
1 1 (33.33%) jQuery
1 1 (33.33%) JSON
1 1 (33.33%) RequireJS
1 1 (33.33%) REST
1 1 (33.33%) Spring
1 1 (33.33%) Spring MVC
1 1 (33.33%) XML
Miscellaneous
1 1 (33.33%) Algorithms
1 1 (33.33%) Analytical Skills
1 1 (33.33%) Computer Science
1 1 (33.33%) Cyberthreat
Processes & Methodologies
1 1 (33.33%) Analytics
1 1 (33.33%) Computer Security
1 1 (33.33%) Cybersecurity
1 1 (33.33%) Data Acquisition
1 1 (33.33%) Data Analysis
1 1 (33.33%) Data Science
1 1 (33.33%) ERP
1 1 (33.33%) Mathematics
1 1 (33.33%) Multithreading
1 1 (33.33%) MVC
1 1 (33.33%) OO
1 1 (33.33%) Use Case
1 1 (33.33%) Visualisation
Programming Languages
1 1 (33.33%) Java
1 1 (33.33%) JavaScript
1 1 (33.33%) SQL
1 1 (33.33%) TypeScript
Vendors
1 1 (33.33%) Cloudera
1 1 (33.33%) Splunk