Period
to 15 October 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Asset Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Asset Management over the 6 months to 15 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.

Asset Management
Scotland > Glasgow
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 91 80 55
Rank change year-on-year -11 -25 +14
Contract jobs citing Asset Management 25 18 34
As % of all contract IT jobs advertised in Glasgow 1.48% 1.35% 2.72%
As % of the Processes & Methodologies category 1.66% 1.53% 3.23%
Number of daily rates quoted 10 3 11
Glasgow median daily rate £400 £300 £400
Median daily rate % change year-on-year +33.33% -25.00% -
10th Percentile £304 £300 £313
90th Percentile £439 £360 £488
Scotland median daily rate £425 £395 £400
% change year-on-year +7.59% -1.25% -5.88%
Number of hourly rates quoted 0 1 0
Glasgow median hourly rate - £13.65 -
Scotland median hourly rate £32.00 £43.39 £9.23
% change year-on-year -26.25% +370.10% -43.20%

Asset Management 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 1,504 1,179 1,054
As % of all contract IT jobs advertised in Glasgow 89.21% 88.12% 84.46%
Number of daily rates quoted 849 622 588
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £260 £263 £220
90th Percentile £538 £500 £475
Scotland median daily rate £400 £390 £355
% change year-on-year +2.56% +9.86% -5.33%
Number of hourly rates quoted 31 33 17
Glasgow median hourly rate £19.00 £24.00 £16.50
Median hourly rate % change year-on-year -20.83% +45.45% -38.50%
10th Percentile £11.17 £10.00 £9.25
90th Percentile £35.25 £34.35 £44.10
Scotland median hourly rate £25.00 £26.88 £30.50
% change year-on-year -6.98% -11.89% +56.41%

Asset Management
Job Vacancy Trend in Glasgow

Job postings citing Asset Management as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Asset Management in Glasgow

Asset Management
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Asset Management in Glasgow

Asset Management
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Asset Management in Glasgow over the 6 months to 15 October 2018.

Contractor daily rate histogram for Asset Management in Glasgow

Asset Management
Contractor Hourly Rate Trend in Glasgow

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Asset Management in Glasgow.

Contractor hourly rate trend for Asset Management in Glasgow

For the 6 months to 15 October 2018, IT contractor jobs citing Asset Management 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 Asset Management.

1 10 (40.00%) SQL
1 10 (40.00%) Agile Software Development
2 8 (32.00%) Scrum
2 8 (32.00%) Git (software)
2 8 (32.00%) Jenkins
2 8 (32.00%) DevOps
3 7 (28.00%) AngularJS
3 7 (28.00%) Relational Database
3 7 (28.00%) JIRA
3 7 (28.00%) Finance
3 7 (28.00%) Java
3 7 (28.00%) Private Cloud
4 6 (24.00%) Microservices
4 6 (24.00%) Cloud Native
4 6 (24.00%) Performance Attribution
4 6 (24.00%) Performance Measurement
4 6 (24.00%) Oracle
4 6 (24.00%) ETL
4 6 (24.00%) IntelliJ
4 6 (24.00%) Microsoft
4 6 (24.00%) Drools
4 6 (24.00%) Kanban
4 6 (24.00%) Statistics
4 6 (24.00%) Web Development
4 6 (24.00%) Bitbucket
4 6 (24.00%) Pentaho
4 6 (24.00%) R
5 5 (20.00%) Microsoft PowerPoint
5 5 (20.00%) Microsoft Excel
6 4 (16.00%) Python

Asset Management
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 (4.00%) Apache Spark
Applications
1 5 (20.00%) Microsoft Excel
1 5 (20.00%) Microsoft PowerPoint
2 4 (16.00%) Microsoft Office
Communications & Networking
1 2 (8.00%) ADSL
1 2 (8.00%) Broadband
1 2 (8.00%) Extranet
1 2 (8.00%) Intranet
1 2 (8.00%) VPN
2 1 (4.00%) HTTP
Database & Business Intelligence
1 7 (28.00%) Relational Database
2 6 (24.00%) Pentaho
3 3 (12.00%) BusinessObjects
3 3 (12.00%) QlikView
4 1 (4.00%) DB2
4 1 (4.00%) Hadoop
4 1 (4.00%) RDBMS
Development Applications
1 8 (32.00%) Git (software)
1 8 (32.00%) Jenkins
2 7 (28.00%) JIRA
3 6 (24.00%) Bitbucket
3 6 (24.00%) IntelliJ
General
1 7 (28.00%) Finance
2 3 (12.00%) Banking
3 2 (8.00%) French Language
3 2 (8.00%) German Language
3 2 (8.00%) Italian Language
3 2 (8.00%) Law
3 2 (8.00%) Mandarin Language
3 2 (8.00%) Private Banking
3 2 (8.00%) Spanish Language
4 1 (4.00%) Local Government
Job Titles
1 10 (40.00%) Analyst
2 9 (36.00%) Developer
3 4 (16.00%) Java Developer
4 3 (12.00%) Business Analyst
4 3 (12.00%) Data Analyst
4 3 (12.00%) IT Analyst
4 3 (12.00%) Service Analyst
5 2 (8.00%) Applications Developer
5 2 (8.00%) Junior
5 2 (8.00%) Junior Analyst
5 2 (8.00%) Junior Data Analyst
5 2 (8.00%) Service Desk Analyst
5 2 (8.00%) Technical Analyst
5 2 (8.00%) Technical Business Analyst
6 1 (4.00%) Change Analyst
6 1 (4.00%) DevOps Engineer
6 1 (4.00%) iOS Developer
6 1 (4.00%) Linux Engineer
6 1 (4.00%) Server Engineer
6 1 (4.00%) WPF Developer
Libraries, Frameworks & Software Standards
1 7 (28.00%) AngularJS
2 6 (24.00%) Drools
3 1 (4.00%) HTML
3 1 (4.00%) HTML5
3 1 (4.00%) Kafka
3 1 (4.00%) SOAP
3 1 (4.00%) WPF
3 1 (4.00%) XML
Miscellaneous
1 7 (28.00%) Private Cloud
2 6 (24.00%) Cloud Native
3 2 (8.00%) Analytical Skills
3 2 (8.00%) Blackberry
3 2 (8.00%) Management Information System
3 2 (8.00%) Virtual Team
4 1 (4.00%) Derivative
4 1 (4.00%) Equity Derivative
4 1 (4.00%) Linux Command Line
4 1 (4.00%) SWIFT
4 1 (4.00%) User Experience
Operating Systems
1 4 (16.00%) Linux
2 3 (12.00%) Unix
2 3 (12.00%) Windows
3 2 (8.00%) Windows 7
3 2 (8.00%) Windows Server 2003
3 2 (8.00%) Windows XP
4 1 (4.00%) Apple iOS
4 1 (4.00%) Windows 10
Processes & Methodologies
1 10 (40.00%) Agile Software Development
2 8 (32.00%) DevOps
2 8 (32.00%) Scrum
3 6 (24.00%) ETL
3 6 (24.00%) Kanban
3 6 (24.00%) Microservices
3 6 (24.00%) Performance Attribution
3 6 (24.00%) Performance Measurement
3 6 (24.00%) Statistics
3 6 (24.00%) Web Development
4 4 (16.00%) Analytics
4 4 (16.00%) Cybersecurity
4 4 (16.00%) Information Security
4 4 (16.00%) Risk Management
4 4 (16.00%) Stakeholder Engagement
5 3 (12.00%) Business Intelligence
5 3 (12.00%) Data Analytics
5 3 (12.00%) ITIL
5 3 (12.00%) OO
5 3 (12.00%) Service Management
Programming Languages
1 10 (40.00%) SQL
2 7 (28.00%) Java
3 6 (24.00%) R
4 4 (16.00%) Python
5 3 (12.00%) Perl
6 1 (4.00%) Apple Swift
6 1 (4.00%) C#
6 1 (4.00%) JavaScript
6 1 (4.00%) Shell Script
Qualifications
1 3 (12.00%) Degree
2 2 (8.00%) PMI Certification
2 2 (8.00%) PMP
3 1 (4.00%) CGEIT
3 1 (4.00%) CISA
3 1 (4.00%) CISSP
3 1 (4.00%) CRISC
Quality Assurance & Compliance
1 4 (16.00%) QA
2 2 (8.00%) Data Quality
2 2 (8.00%) SLA
System Software
1 2 (8.00%) Active Directory
1 2 (8.00%) VMware Infrastructure
2 1 (4.00%) Docker
2 1 (4.00%) Virtual Servers
2 1 (4.00%) VMware ESXi
Systems Management
1 2 (8.00%) Ansible
2 1 (4.00%) Kubernetes
2 1 (4.00%) Opscode Chef
2 1 (4.00%) Puppet
2 1 (4.00%) RSA Archer
Vendors
1 6 (24.00%) Microsoft
1 6 (24.00%) Oracle
2 3 (12.00%) Tableau
3 2 (8.00%) iManage
3 2 (8.00%) Splunk
3 2 (8.00%) VMware
4 1 (4.00%) Sybase