Period
to 19 August 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 19 August 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
19 Aug 2018
Same period 2017 Same period 2016
Rank 116 63 89
Rank change year-on-year -53 +26 +16
Contract jobs citing Data Structures 5 38 5
As % of all contract IT jobs advertised in Glasgow 0.28% 2.85% 0.39%
As % of the Miscellaneous category 0.91% 8.30% 1.18%
Number of daily rates quoted 1 13 1
Glasgow median daily rate £275 £375 £115
Median daily rate % change year-on-year -26.67% +226.09% -69.33%
10th Percentile £263 £323 £98
90th Percentile £288 £508 £133
Scotland median daily rate £350 £400 £302
% change year-on-year -12.50% +32.56% -3.44%
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 549 458 423
As % of all contract IT jobs advertised in Glasgow 30.74% 34.31% 33.31%
Number of daily rates quoted 299 229 211
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £263 £255 £175
90th Percentile £538 £475 £475
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - +6.67%
Number of hourly rates quoted 10 2 6
Glasgow median hourly rate £13.25 £18.75 £13.25
Median hourly rate % change year-on-year -29.33% +41.51% -51.71%
10th Percentile £10.18 £14.50 £9.25
90th Percentile £25.47 £23.40 £31.38
Scotland median hourly rate £17.50 £30.93 £38.50
% change year-on-year -43.41% -19.68% +105.33%

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 19 August 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 2 (40.00%) OO
1 2 (40.00%) Mathematics
1 2 (40.00%) Analytical Skills
1 2 (40.00%) Data Analysis
1 2 (40.00%) Agile Software Development
2 1 (20.00%) TDD
2 1 (20.00%) Data Management
2 1 (20.00%) SQL Server Integration Services
2 1 (20.00%) Ionic Framework
2 1 (20.00%) Algorithms
2 1 (20.00%) React
2 1 (20.00%) Mobile Development
2 1 (20.00%) Cyberthreat
2 1 (20.00%) Data Acquisition
2 1 (20.00%) Greenfield Project
2 1 (20.00%) Digital Transformation Programme
2 1 (20.00%) Data Science
2 1 (20.00%) Self-Motivation
2 1 (20.00%) Problem-Solving
2 1 (20.00%) Computer Science
2 1 (20.00%) Django
2 1 (20.00%) Computer Security
2 1 (20.00%) Ext JS
2 1 (20.00%) Git (software)
2 1 (20.00%) RESTful
2 1 (20.00%) Hadoop
2 1 (20.00%) Visualisation
2 1 (20.00%) HTML5
2 1 (20.00%) Stakeholder Engagement
2 1 (20.00%) NumPy

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:

Applications
1 1 (20.00%) Microsoft Office
Cloud Services
1 1 (20.00%) GitHub
Database & Business Intelligence
1 1 (20.00%) Big Data
1 1 (20.00%) Data Mining
1 1 (20.00%) Data Warehouse
1 1 (20.00%) Hadoop
1 1 (20.00%) Relational Database
1 1 (20.00%) SQL Server Integration Services
Development Applications
1 1 (20.00%) Git (software)
1 1 (20.00%) Jenkins
Job Titles
1 4 (80.00%) Developer
2 1 (20.00%) Analyst
2 1 (20.00%) Analytics Developer
2 1 (20.00%) Angular Developer
2 1 (20.00%) Data Analyst
2 1 (20.00%) ETL Developer
2 1 (20.00%) JavaScript Developer
2 1 (20.00%) Python Developer
2 1 (20.00%) Senior Developer
2 1 (20.00%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 1 (20.00%) AngularJS
1 1 (20.00%) CSS
1 1 (20.00%) CSS3
1 1 (20.00%) Django
1 1 (20.00%) Ext JS
1 1 (20.00%) HTML
1 1 (20.00%) HTML5
1 1 (20.00%) Ionic Framework
1 1 (20.00%) NumPy
1 1 (20.00%) Pandas
1 1 (20.00%) React
1 1 (20.00%) RESTful
1 1 (20.00%) Twitter Bootstrap
1 1 (20.00%) Web Services
Miscellaneous
1 2 (40.00%) Analytical Skills
2 1 (20.00%) Algorithms
2 1 (20.00%) Computer Science
2 1 (20.00%) Cyberthreat
2 1 (20.00%) Foreign Exchange (FX)
2 1 (20.00%) Greenfield Project
2 1 (20.00%) Self-Motivation
Operating Systems
1 1 (20.00%) Linux
1 1 (20.00%) Unix
Processes & Methodologies
1 2 (40.00%) Agile Software Development
1 2 (40.00%) Data Analysis
1 2 (40.00%) Mathematics
1 2 (40.00%) OO
2 1 (20.00%) Analytics
2 1 (20.00%) BDD
2 1 (20.00%) Computer Security
2 1 (20.00%) Cybersecurity
2 1 (20.00%) Data Acquisition
2 1 (20.00%) Data Management
2 1 (20.00%) Data Science
2 1 (20.00%) DevOps
2 1 (20.00%) Digital Transformation Programme
2 1 (20.00%) ETL
2 1 (20.00%) Mobile Development
2 1 (20.00%) Problem-Solving
2 1 (20.00%) Quality Management
2 1 (20.00%) Stakeholder Engagement
2 1 (20.00%) TDD
2 1 (20.00%) Visualisation
Programming Languages
1 1 (20.00%) JavaScript
1 1 (20.00%) PL/SQL
1 1 (20.00%) Python
1 1 (20.00%) SQL
Vendors
1 1 (20.00%) Cloudera
1 1 (20.00%) Microsoft
1 1 (20.00%) Oracle
1 1 (20.00%) Splunk