Period
to 22 July 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 July 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 Jul 2018
Same period 2017 Same period 2016
Rank 98 84 82
Rank change year-on-year -14 -2 +5
Contract jobs citing Use Case 23 12 15
As % of all contract IT jobs advertised in Glasgow 1.31% 0.93% 1.15%
As % of the Processes & Methodologies category 1.49% 1.08% 1.36%
Number of daily rates quoted 11 9 7
Glasgow median daily rate £375 £338 £353
Median daily rate % change year-on-year +11.11% -4.26% -11.88%
10th Percentile £300 £298 £310
90th Percentile £488 £409 £415
Scotland median daily rate £385 £364 £425
% change year-on-year +5.70% -14.29% +3.03%
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 1,539 1,116 1,107
As % of all contract IT jobs advertised in Glasgow 87.44% 86.85% 84.70%
Number of daily rates quoted 917 587 632
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -6.67%
10th Percentile £263 £258 £215
90th Percentile £538 £488 £475
Scotland median daily rate £400 £380 £375
% change year-on-year +5.26% +1.33% -
Number of hourly rates quoted 31 16 12
Glasgow median hourly rate £15.86 £15.94 £15.25
Median hourly rate % change year-on-year -0.50% +4.52% -47.86%
10th Percentile £10.75 £13.25 £9.67
90th Percentile £35.00 £37.75 £36.25
Scotland median hourly rate £17.50 £27.50 £36.00
% change year-on-year -36.36% -23.61% +31.20%

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 July 2018.

Contractor daily rate histogram for Use Case in Glasgow

For the 6 months to 22 July 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 15 (65.22%) Agile Software Development
2 9 (39.13%) Finance
3 8 (34.78%) Java
3 8 (34.78%) Amazon AWS
4 7 (30.43%) Oracle
4 7 (30.43%) Scrum
5 6 (26.09%) Banking
5 6 (26.09%) Analytical Skills
6 5 (21.74%) Oracle Database
6 5 (21.74%) Cybersecurity
6 5 (21.74%) Business Analysis
6 5 (21.74%) JavaScript
6 5 (21.74%) SQL
6 5 (21.74%) CSS
6 5 (21.74%) Windows
7 4 (17.39%) Linux
7 4 (17.39%) HTML
7 4 (17.39%) Unix
7 4 (17.39%) Python
7 4 (17.39%) Data Modelling
7 4 (17.39%) RDBMS
7 4 (17.39%) Microsoft
7 4 (17.39%) Oracle Database 10g
7 4 (17.39%) Project Management
7 4 (17.39%) Citrix
7 4 (17.39%) Veritas
7 4 (17.39%) VMware
7 4 (17.39%) Clustering
7 4 (17.39%) VMware ESXi
7 4 (17.39%) Git (software)

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 3 (13.04%) Apache
1 3 (13.04%) Apache Spark
2 2 (8.70%) Office Communications Server
2 2 (8.70%) SharePoint
2 2 (8.70%) Skype for Business
3 1 (4.35%) Elasticsearch
3 1 (4.35%) IIS
3 1 (4.35%) Oracle Collaboration Suite
3 1 (4.35%) Oracle SOA Suite
3 1 (4.35%) WebLogic
Applications
1 2 (8.70%) Microsoft Excel
1 2 (8.70%) Spreadsheet
2 1 (4.35%) Microsoft Project
Cloud Services
1 8 (34.78%) Amazon AWS
2 4 (17.39%) Office 365
3 3 (13.04%) Microsoft Azure
4 2 (8.70%) Amazon CloudWatch
4 2 (8.70%) Amazon EC2
4 2 (8.70%) AWS CloudTrail
Communications & Networking
1 3 (13.04%) DNS
1 3 (13.04%) TCP/IP
2 2 (8.70%) DHCP
2 2 (8.70%) Firewall
2 2 (8.70%) Skype
3 1 (4.35%) VLAN
Database & Business Intelligence
1 5 (21.74%) Oracle Database
2 4 (17.39%) Big Data
2 4 (17.39%) Oracle Database 10g
2 4 (17.39%) Oracle Database 11g
2 4 (17.39%) RDBMS
2 4 (17.39%) Relational Database
3 3 (13.04%) Apache Zeppelin
3 3 (13.04%) Data Mart
3 3 (13.04%) DB2
3 3 (13.04%) Hadoop
3 3 (13.04%) SQL Server
Development Applications
1 4 (17.39%) Git (software)
2 3 (13.04%) Eclipse
2 3 (13.04%) Hudson
2 3 (13.04%) MagicDraw
2 3 (13.04%) Subversion
3 2 (8.70%) ClearCase
General
1 9 (39.13%) Finance
2 6 (26.09%) Banking
3 4 (17.39%) Billing
4 3 (13.04%) Investment Banking
5 2 (8.70%) Retail Banking
6 1 (4.35%) Law
Job Titles
1 7 (30.43%) Developer
2 6 (26.09%) Analyst
3 5 (21.74%) Designer
4 4 (17.39%) Business Analyst
4 4 (17.39%) Infrastructure Designer
4 4 (17.39%) Java Developer
5 3 (13.04%) Project Manager
6 2 (8.70%) Administrator
6 2 (8.70%) Consultant
6 2 (8.70%) DB2 Developer
6 2 (8.70%) IT Manager
6 2 (8.70%) IT Project Manager
6 2 (8.70%) J2EE Developer
6 2 (8.70%) Java/J2EE Developer
6 2 (8.70%) Oracle Developer
6 2 (8.70%) Solutions Designer
7 1 (4.35%) Developer Analyst
7 1 (4.35%) Infrastructure Architect
7 1 (4.35%) Scala Developer
7 1 (4.35%) Technical Manager
Libraries, Frameworks & Software Standards
1 5 (21.74%) CSS
2 4 (17.39%) Hibernate
2 4 (17.39%) HTML
2 4 (17.39%) REST
2 4 (17.39%) Spring
3 3 (13.04%) Angular 2
3 3 (13.04%) AngularJS
3 3 (13.04%) J2EE
3 3 (13.04%) Kafka
3 3 (13.04%) Web Services
4 1 (4.35%) Elastic Stack
4 1 (4.35%) Java EE
4 1 (4.35%) jQuery
4 1 (4.35%) JSP
Miscellaneous
1 6 (26.09%) Analytical Skills
2 4 (17.39%) Clustering
2 4 (17.39%) Enterprise Software
3 3 (13.04%) Cyberthreat
3 3 (13.04%) Linux Command Line
4 1 (4.35%) Blog
4 1 (4.35%) Cyberattack
4 1 (4.35%) User Experience
Operating Systems
1 5 (21.74%) Windows
2 4 (17.39%) Linux
2 4 (17.39%) Unix
3 3 (13.04%) Red Hat Enterprise Linux
3 3 (13.04%) Windows Server
4 1 (4.35%) Windows 10
Processes & Methodologies
1 15 (65.22%) Agile Software Development
2 7 (30.43%) Scrum
3 5 (21.74%) Business Analysis
3 5 (21.74%) Cybersecurity
4 4 (17.39%) Analytics
4 4 (17.39%) Continuous Integration
4 4 (17.39%) Data Analysis
4 4 (17.39%) Data Ingestion
4 4 (17.39%) Data Modelling
4 4 (17.39%) Metadata Management
4 4 (17.39%) Project Management
4 4 (17.39%) SDLC
4 4 (17.39%) User Acceptance Testing
5 3 (13.04%) CRM
5 3 (13.04%) Kanban
5 3 (13.04%) Machine Learning
5 3 (13.04%) Multithreading
5 3 (13.04%) TDD
5 3 (13.04%) Visualisation
5 3 (13.04%) Waterfall
Programming Languages
1 8 (34.78%) Java
2 5 (21.74%) JavaScript
2 5 (21.74%) SQL
3 4 (17.39%) Python
3 4 (17.39%) Scala
4 1 (4.35%) C
4 1 (4.35%) VB
Qualifications
1 3 (13.04%) PMP
2 2 (8.70%) Degree
3 1 (4.35%) BPSS Clearance
Quality Assurance & Compliance
1 2 (8.70%) QA
System Software
1 4 (17.39%) VMware ESXi
1 4 (17.39%) VMware Infrastructure
2 3 (13.04%) Active Directory
3 2 (8.70%) XenDesktop
4 1 (4.35%) ISA Server
4 1 (4.35%) Virtual Desktop
Systems Management
1 4 (17.39%) Kibana
2 2 (8.70%) SCCM
3 1 (4.35%) logstash
3 1 (4.35%) Microsoft Clustering
Vendors
1 7 (30.43%) Oracle
2 4 (17.39%) Citrix
2 4 (17.39%) Microsoft
2 4 (17.39%) Perforce
2 4 (17.39%) Splunk
2 4 (17.39%) Veritas
2 4 (17.39%) VMware
3 3 (13.04%) Red Hat
4 1 (4.35%) F5
4 1 (4.35%) Ivanti
4 1 (4.35%) Twitter