Period
to 22 October 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Use Case skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Use Case over the 6 months to 22 October 2018 with a comparison to the same period in 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.

Use Cases
Scotland > Glasgow
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 95 80 83
Rank change year-on-year -15 +3 -15
Contract jobs citing Use Case 18 18 11
As % of all contract IT jobs advertised in Glasgow 1.07% 1.35% 0.92%
As % of the Processes & Methodologies category 1.20% 1.53% 1.09%
Number of daily rates quoted 13 13 6
Glasgow median daily rate £400 £338 £360
Median daily rate % change year-on-year +18.52% -6.25% -4.00%
10th Percentile £288 £300 £303
90th Percentile £488 £455 £444
Scotland median daily rate £400 £388 £368
% change year-on-year +3.23% +5.44% -8.13%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

Use Case is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Glasgow
Contract vacancies with a requirement for process or methodology skills 1,502 1,178 1,007
As % of all contract IT jobs advertised in Glasgow 89.56% 88.37% 84.13%
Number of daily rates quoted 839 618 563
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £252 £263 £215
90th Percentile £538 £500 £475
Scotland median daily rate £400 £390 £353
% change year-on-year +2.56% +10.48% -5.87%
Number of hourly rates quoted 32 35 18
Glasgow median hourly rate £18.25 £24.00 £15.25
Median hourly rate % change year-on-year -23.96% +57.38% -43.16%
10th Percentile £11.33 £10.00 £9.25
90th Percentile £35.23 £34.20 £43.83
Scotland median hourly rate £25.00 £26.25 £21.50
% change year-on-year -4.76% +22.09% +7.50%

Use Case
Job Vacancy Trend in Glasgow

Job postings citing Use Case as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Use Case in Glasgow

Use Case
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Use Case in Glasgow

Use Case
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Use Case in Glasgow over the 6 months to 22 October 2018.

Contractor daily rate histogram for Use Case in Glasgow

For the 6 months to 22 October 2018, IT contractor jobs citing Use Case 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 Use Case.

1 10 (55.56%) Agile Software Development
2 7 (38.89%) Finance
2 7 (38.89%) Amazon AWS
3 6 (33.33%) Analytical Skills
3 6 (33.33%) SQL
4 5 (27.78%) Oracle
4 5 (27.78%) Scrum
5 4 (22.22%) TDD
5 4 (22.22%) Banking
5 4 (22.22%) Billing
5 4 (22.22%) Data Analysis
5 4 (22.22%) Java
5 4 (22.22%) Oracle Database
5 4 (22.22%) Business Analysis
6 3 (16.67%) Data Mart
6 3 (16.67%) MagicDraw
6 3 (16.67%) Oracle Database 11g
6 3 (16.67%) User Acceptance Testing
6 3 (16.67%) Multithreading
6 3 (16.67%) VMware Infrastructure
6 3 (16.67%) Red Hat Enterprise Linux
6 3 (16.67%) Relational Database
6 3 (16.67%) Business Process Mapping
6 3 (16.67%) Cybersecurity
6 3 (16.67%) Hibernate
6 3 (16.67%) VMware ESXi
6 3 (16.67%) Hudson
6 3 (16.67%) SQL Server
6 3 (16.67%) DB2
6 3 (16.67%) Web Services

Use Case
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:

Application Platforms
1 1 (5.56%) Apache
1 1 (5.56%) Apache Spark
1 1 (5.56%) Elasticsearch
1 1 (5.56%) Office Communications Server
1 1 (5.56%) SharePoint
1 1 (5.56%) Skype for Business
Applications
1 3 (16.67%) Microsoft Excel
2 2 (11.11%) Spreadsheet
3 1 (5.56%) Microsoft Office
3 1 (5.56%) MS Visio
Cloud Services
1 7 (38.89%) Amazon AWS
2 2 (11.11%) Amazon CloudWatch
2 2 (11.11%) Amazon EC2
2 2 (11.11%) AWS CloudTrail
2 2 (11.11%) Microsoft Azure
2 2 (11.11%) Office 365
Communications & Networking
1 2 (11.11%) DNS
1 2 (11.11%) Firewall
1 2 (11.11%) TCP/IP
2 1 (5.56%) DHCP
2 1 (5.56%) Skype
2 1 (5.56%) VLAN
Database & Business Intelligence
1 4 (22.22%) Oracle Database
2 3 (16.67%) Data Mart
2 3 (16.67%) DB2
2 3 (16.67%) Oracle Database 10g
2 3 (16.67%) Oracle Database 11g
2 3 (16.67%) RDBMS
2 3 (16.67%) Relational Database
2 3 (16.67%) SQL Server
3 1 (5.56%) Apache Zeppelin
3 1 (5.56%) Big Data
3 1 (5.56%) Hadoop
Development Applications
1 3 (16.67%) Eclipse
1 3 (16.67%) Hudson
1 3 (16.67%) MagicDraw
1 3 (16.67%) Subversion
2 1 (5.56%) Git (software)
General
1 7 (38.89%) Finance
2 4 (22.22%) Banking
2 4 (22.22%) Billing
3 3 (16.67%) Investment Banking
4 1 (5.56%) Law
4 1 (5.56%) Retail Banking
Job Titles
1 5 (27.78%) Analyst
2 4 (22.22%) Developer
2 4 (22.22%) Java Developer
2 4 (22.22%) Project Manager
3 3 (16.67%) Designer
3 3 (16.67%) Infrastructure Designer
4 2 (11.11%) Administrator
4 2 (11.11%) Business Analyst
4 2 (11.11%) Consultant
4 2 (11.11%) IT Manager
4 2 (11.11%) IT Project Manager
4 2 (11.11%) J2EE Developer
4 2 (11.11%) Java/J2EE Developer
4 2 (11.11%) Oracle Developer
4 2 (11.11%) Systems Analyst
5 1 (5.56%) Architect
5 1 (5.56%) Business Systems Analyst
5 1 (5.56%) Data Analyst
5 1 (5.56%) Infrastructure Architect
5 1 (5.56%) Technical Project Manager
Libraries, Frameworks & Software Standards
1 3 (16.67%) Hibernate
1 3 (16.67%) J2EE
1 3 (16.67%) Spring
1 3 (16.67%) Web Services
2 1 (5.56%) Angular 2
2 1 (5.56%) AngularJS
2 1 (5.56%) CSS
2 1 (5.56%) Elastic Stack
2 1 (5.56%) HTML
2 1 (5.56%) Kafka
2 1 (5.56%) REST
Miscellaneous
1 6 (33.33%) Analytical Skills
2 3 (16.67%) Clustering
3 1 (5.56%) Blog
3 1 (5.56%) Computer Science
3 1 (5.56%) Cyberthreat
3 1 (5.56%) Data Structures
3 1 (5.56%) Enterprise Software
3 1 (5.56%) Linux Command Line
Operating Systems
1 3 (16.67%) Linux
1 3 (16.67%) Red Hat Enterprise Linux
1 3 (16.67%) Windows
2 2 (11.11%) Windows Server
3 1 (5.56%) Unix
Processes & Methodologies
1 10 (55.56%) Agile Software Development
2 5 (27.78%) Scrum
3 4 (22.22%) Business Analysis
3 4 (22.22%) Data Analysis
3 4 (22.22%) TDD
4 3 (16.67%) Business Process Mapping
4 3 (16.67%) CRM
4 3 (16.67%) Cybersecurity
4 3 (16.67%) Multithreaded Programming
4 3 (16.67%) Multithreading
4 3 (16.67%) Problem-Solving
4 3 (16.67%) Project Management
4 3 (16.67%) User Acceptance Testing
5 2 (11.11%) Agile Project Management
5 2 (11.11%) Kanban
5 2 (11.11%) SDLC
5 2 (11.11%) Security Monitoring
5 2 (11.11%) Service Management
5 2 (11.11%) Stakeholder Engagement
5 2 (11.11%) Test Automation
Programming Languages
1 6 (33.33%) SQL
2 4 (22.22%) Java
3 1 (5.56%) C
3 1 (5.56%) JavaScript
3 1 (5.56%) Python
3 1 (5.56%) Scala
3 1 (5.56%) VB
Qualifications
1 3 (16.67%) PMP
2 1 (5.56%) BPSS Clearance
2 1 (5.56%) Computer Science Degree
2 1 (5.56%) Degree
Quality Assurance & Compliance
1 2 (11.11%) QA
System Software
1 3 (16.67%) VMware ESXi
1 3 (16.67%) VMware Infrastructure
2 2 (11.11%) Active Directory
3 1 (5.56%) XenDesktop
Systems Management
1 2 (11.11%) Kibana
2 1 (5.56%) logstash
2 1 (5.56%) Microsoft Clustering
2 1 (5.56%) SCCM
Vendors
1 5 (27.78%) Oracle
2 3 (16.67%) Citrix
2 3 (16.67%) Microsoft
2 3 (16.67%) Red Hat
2 3 (16.67%) Veritas
2 3 (16.67%) VMware
3 1 (5.56%) F5
3 1 (5.56%) Ivanti
3 1 (5.56%) Perforce
3 1 (5.56%) Splunk
3 1 (5.56%) Twitter