Period
to 27 May 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 27 May 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
27 May 2018
Same period 2017 Same period 2016
Rank 102 68 84
Rank change year-on-year -34 +16 +11
Contract jobs citing Data Structures 8 16 9
As % of all contract IT jobs advertised in Glasgow 0.51% 1.38% 0.71%
As % of the Miscellaneous category 1.63% 4.08% 2.24%
Number of daily rates quoted 2 6 3
Glasgow median daily rate £238 £375 £275
Median daily rate % change year-on-year -36.67% +36.36% -26.67%
10th Percentile £197 £331 £131
90th Percentile £280 £403 £368
Scotland median daily rate £375 £394 £315
% change year-on-year -4.76% +25.00% -16.00%
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 491 392 401
As % of all contract IT jobs advertised in Glasgow 31.56% 33.82% 31.55%
Number of daily rates quoted 275 190 218
Glasgow median daily rate £390 £375 £320
Median daily rate % change year-on-year +4.00% +17.19% -8.57%
10th Percentile £250 £187 £163
90th Percentile £538 £475 £458
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - +7.14%
Number of hourly rates quoted 11 1 0
Glasgow median hourly rate £22.50 £11.33 -
Median hourly rate % change year-on-year +98.59% - -
Scotland median hourly rate £17.50 £31.85 £39.00
% change year-on-year -45.05% -18.33% +95.00%

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 27 May 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 3 (37.50%) OO
1 3 (37.50%) Agile Software Development
1 3 (37.50%) Analytical Skills
2 2 (25.00%) Algorithms
2 2 (25.00%) JavaScript
2 2 (25.00%) SQL
2 2 (25.00%) Microsoft
2 2 (25.00%) Data Analysis
2 2 (25.00%) Mathematics
2 2 (25.00%) Git (software)
3 1 (12.50%) Test Automation
3 1 (12.50%) RESTful
3 1 (12.50%) Mercurial
3 1 (12.50%) Hadoop
3 1 (12.50%) Visualisation
3 1 (12.50%) Microsoft Azure
3 1 (12.50%) HTML5
3 1 (12.50%) Stakeholder Engagement
3 1 (12.50%) NumPy
3 1 (12.50%) BDD
3 1 (12.50%) NoSQL
3 1 (12.50%) CSS3
3 1 (12.50%) Splunk
3 1 (12.50%) Cisco CUCM
3 1 (12.50%) Big Data
3 1 (12.50%) Cloudera
3 1 (12.50%) GitHub
3 1 (12.50%) AngularJS
3 1 (12.50%) Analytics
3 1 (12.50%) Jenkins

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 (12.50%) Microsoft Office
Cloud Services
1 1 (12.50%) GitHub
1 1 (12.50%) Microsoft Azure
Communications & Networking
1 1 (12.50%) Firewall
1 1 (12.50%) MPLS
1 1 (12.50%) VPN
1 1 (12.50%) Wireless
Database & Business Intelligence
1 1 (12.50%) Big Data
1 1 (12.50%) Data Mining
1 1 (12.50%) Data Warehouse
1 1 (12.50%) Hadoop
1 1 (12.50%) NoSQL
1 1 (12.50%) Relational Database
1 1 (12.50%) SQL Server Integration Services
Development Applications
1 2 (25.00%) Git (software)
2 1 (12.50%) Jenkins
2 1 (12.50%) Maven
2 1 (12.50%) Mercurial
2 1 (12.50%) Subversion
Job Titles
1 5 (62.50%) Developer
2 2 (25.00%) Analyst
3 1 (12.50%) Administrator
3 1 (12.50%) Analytics Developer
3 1 (12.50%) Angular Developer
3 1 (12.50%) Business Analyst
3 1 (12.50%) Data Analyst
3 1 (12.50%) ETL Developer
3 1 (12.50%) IT Administrator
3 1 (12.50%) Java Developer
3 1 (12.50%) JavaScript Developer
3 1 (12.50%) Network Administrator
3 1 (12.50%) Python Developer
3 1 (12.50%) Senior Developer
3 1 (12.50%) Senior IT Administrator
3 1 (12.50%) Senior Network Administrator
3 1 (12.50%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 1 (12.50%) AngularJS
1 1 (12.50%) CSS
1 1 (12.50%) CSS3
1 1 (12.50%) Django
1 1 (12.50%) Ext JS
1 1 (12.50%) Hibernate
1 1 (12.50%) HTML
1 1 (12.50%) HTML5
1 1 (12.50%) Ionic Framework
1 1 (12.50%) NumPy
1 1 (12.50%) Pandas
1 1 (12.50%) React
1 1 (12.50%) RESTful
1 1 (12.50%) Spring
1 1 (12.50%) Twitter Bootstrap
1 1 (12.50%) Web Services
Miscellaneous
1 3 (37.50%) Analytical Skills
2 2 (25.00%) Algorithms
3 1 (12.50%) Computer Science
3 1 (12.50%) Cyberthreat
3 1 (12.50%) Data Centre
3 1 (12.50%) Foreign Exchange (FX)
3 1 (12.50%) Greenfield Project
3 1 (12.50%) Management Information System
3 1 (12.50%) Self-Motivation
Operating Systems
1 1 (12.50%) Linux
1 1 (12.50%) Unix
Processes & Methodologies
1 3 (37.50%) Agile Software Development
1 3 (37.50%) OO
2 2 (25.00%) Data Analysis
2 2 (25.00%) Mathematics
3 1 (12.50%) BDD
3 1 (12.50%) BPMN
3 1 (12.50%) Business Analysis
3 1 (12.50%) Computer Security
3 1 (12.50%) Continuous Integration
3 1 (12.50%) Data Management
3 1 (12.50%) ETL
3 1 (12.50%) Facilities Management
3 1 (12.50%) ITIL
3 1 (12.50%) OOP
3 1 (12.50%) Quality Management
3 1 (12.50%) Stakeholder Engagement
3 1 (12.50%) TDD
3 1 (12.50%) Test Automation
3 1 (12.50%) Use Case
3 1 (12.50%) Visualisation
Programming Languages
1 2 (25.00%) JavaScript
1 2 (25.00%) SQL
2 1 (12.50%) Java
2 1 (12.50%) PL/SQL
2 1 (12.50%) Python
Qualifications
1 1 (12.50%) CCNA
1 1 (12.50%) CCNP
1 1 (12.50%) Cisco Certification
1 1 (12.50%) CISSP
1 1 (12.50%) Degree
1 1 (12.50%) SSCP
Quality Assurance & Compliance
1 1 (12.50%) Disclosure Scotland
Systems Management
1 1 (12.50%) Cisco CUCM
Vendors
1 2 (25.00%) Microsoft
2 1 (12.50%) Cisco
2 1 (12.50%) Cloudera
2 1 (12.50%) Oracle
2 1 (12.50%) Splunk