Period
to 20 August 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 20 August 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
20 Aug 2018
Same period 2017 Same period 2016
Rank 92 83 61
Rank change year-on-year -9 -22 +7
Contract jobs citing Asset Management 27 17 33
As % of all contract IT jobs advertised in Glasgow 1.51% 1.29% 2.60%
As % of the Processes & Methodologies category 1.70% 1.48% 3.03%
Number of daily rates quoted 10 3 14
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 £448 £360 £480
Scotland median daily rate £450 £400 £415
% change year-on-year +12.50% -3.61% +0.61%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - £43.39 £19.75
% change year-on-year - +119.70% +41.07%

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 1,586 1,151 1,090
As % of all contract IT jobs advertised in Glasgow 88.55% 87.07% 85.83%
Number of daily rates quoted 920 619 611
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £263 £263 £215
90th Percentile £538 £500 £475
Scotland median daily rate £400 £388 £375
% change year-on-year +3.23% +3.33% +0.60%
Number of hourly rates quoted 32 20 11
Glasgow median hourly rate £16.68 £20.70 £14.00
Median hourly rate % change year-on-year -19.40% +47.82% -58.52%
10th Percentile £10.75 £12.70 £9.25
90th Percentile £35.00 £35.15 £38.00
Scotland median hourly rate £18.13 £27.50 £36.00
% change year-on-year -34.09% -23.61% +37.30%

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 20 August 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 20 August 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 11 (40.74%) Agile Software Development
2 10 (37.04%) Scrum
3 9 (33.33%) SQL
3 9 (33.33%) Git (software)
3 9 (33.33%) AngularJS
4 8 (29.63%) Stakeholder Engagement
4 8 (29.63%) JIRA
4 8 (29.63%) Java
5 7 (25.93%) Microsoft
5 7 (25.93%) Finance
5 7 (25.93%) Jenkins
5 7 (25.93%) DevOps
6 6 (22.22%) JavaScript
6 6 (22.22%) Kanban
6 6 (22.22%) Analytics
7 5 (18.52%) Bitbucket
7 5 (18.52%) R
7 5 (18.52%) Drools
7 5 (18.52%) Pentaho
7 5 (18.52%) Statistics
7 5 (18.52%) Web Development
7 5 (18.52%) Banking
7 5 (18.52%) Microsoft PowerPoint
7 5 (18.52%) Oracle
7 5 (18.52%) Unix
7 5 (18.52%) ETL
7 5 (18.52%) IntelliJ
7 5 (18.52%) Linux
7 5 (18.52%) Microsoft Excel
7 5 (18.52%) Management Information System

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 (3.70%) Apache
1 1 (3.70%) Apache Spark
1 1 (3.70%) Elasticsearch
Applications
1 5 (18.52%) Microsoft Excel
1 5 (18.52%) Microsoft PowerPoint
2 4 (14.81%) Microsoft Office
Communications & Networking
1 2 (7.41%) ADSL
1 2 (7.41%) Broadband
1 2 (7.41%) Extranet
1 2 (7.41%) HTTP
1 2 (7.41%) Intranet
1 2 (7.41%) VPN
Database & Business Intelligence
1 5 (18.52%) Pentaho
1 5 (18.52%) Relational Database
2 3 (11.11%) BusinessObjects
2 3 (11.11%) QlikView
3 1 (3.70%) Apache Cassandra
3 1 (3.70%) Apache Zeppelin
3 1 (3.70%) Big Data
3 1 (3.70%) DB2
3 1 (3.70%) Hadoop
3 1 (3.70%) Neo4j
3 1 (3.70%) NoSQL
3 1 (3.70%) OrientDB
Development Applications
1 9 (33.33%) Git (software)
2 8 (29.63%) JIRA
3 7 (25.93%) Jenkins
4 5 (18.52%) Bitbucket
4 5 (18.52%) IntelliJ
General
1 7 (25.93%) Finance
2 5 (18.52%) Banking
3 2 (7.41%) French Language
3 2 (7.41%) German Language
3 2 (7.41%) Italian Language
3 2 (7.41%) Law
3 2 (7.41%) Mandarin Language
3 2 (7.41%) Private Banking
3 2 (7.41%) Spanish Language
4 1 (3.70%) Local Government
4 1 (3.70%) Prime Brokerage
Job Titles
1 12 (44.44%) Developer
2 11 (40.74%) Analyst
3 4 (14.81%) Business Analyst
3 4 (14.81%) Java Developer
4 3 (11.11%) Data Analyst
4 3 (11.11%) IT Analyst
5 2 (7.41%) Consultant
5 2 (7.41%) Information Security Consultant
5 2 (7.41%) Infrastructure Analyst
5 2 (7.41%) Junior
5 2 (7.41%) Junior Analyst
5 2 (7.41%) Junior Data Analyst
5 2 (7.41%) Security Consultant
5 2 (7.41%) Service Analyst
5 2 (7.41%) Service Desk Analyst
5 2 (7.41%) Technical Analyst
5 2 (7.41%) Technical Business Analyst
6 1 (3.70%) Applications Developer
6 1 (3.70%) Senior Analyst
6 1 (3.70%) Test Manager
Libraries, Frameworks & Software Standards
1 9 (33.33%) AngularJS
2 5 (18.52%) Drools
3 4 (14.81%) HTML
4 3 (11.11%) CSS
4 3 (11.11%) Kafka
4 3 (11.11%) REST
4 3 (11.11%) SOAP
5 2 (7.41%) HTML5
6 1 (3.70%) Akka
6 1 (3.70%) Angular 2
6 1 (3.70%) Middleware
6 1 (3.70%) Node.js
6 1 (3.70%) Play Framework
6 1 (3.70%) React
6 1 (3.70%) RESTful
6 1 (3.70%) Spring
6 1 (3.70%) Web Services
6 1 (3.70%) WPF
6 1 (3.70%) XML
Miscellaneous
1 5 (18.52%) Cloud Native
1 5 (18.52%) Management Information System
1 5 (18.52%) Private Cloud
2 2 (7.41%) Analytical Skills
2 2 (7.41%) Blackberry
2 2 (7.41%) Linux Command Line
2 2 (7.41%) Virtual Team
3 1 (3.70%) Enterprise Software
3 1 (3.70%) Equities
3 1 (3.70%) SWIFT
Operating Systems
1 5 (18.52%) Linux
1 5 (18.52%) Unix
2 3 (11.11%) Windows
3 2 (7.41%) Windows 7
3 2 (7.41%) Windows Server 2003
3 2 (7.41%) Windows XP
4 1 (3.70%) Apple iOS
4 1 (3.70%) Windows 10
Processes & Methodologies
1 11 (40.74%) Agile Software Development
2 10 (37.04%) Scrum
3 8 (29.63%) Stakeholder Engagement
4 7 (25.93%) DevOps
5 6 (22.22%) Analytics
5 6 (22.22%) Kanban
6 5 (18.52%) Cybersecurity
6 5 (18.52%) ETL
6 5 (18.52%) Information Security
6 5 (18.52%) Microservices
6 5 (18.52%) Performance Attribution
6 5 (18.52%) Performance Measurement
6 5 (18.52%) Risk Management
6 5 (18.52%) Statistics
6 5 (18.52%) Web Development
7 4 (14.81%) Data Analysis
8 3 (11.11%) Data Analytics
8 3 (11.11%) Identity Access Management
8 3 (11.11%) SDLC
8 3 (11.11%) SIEM
Programming Languages
1 9 (33.33%) SQL
2 8 (29.63%) Java
3 6 (22.22%) JavaScript
4 5 (18.52%) R
5 4 (14.81%) Python
6 3 (11.11%) Shell Script
7 2 (7.41%) Scala
8 1 (3.70%) Apple Swift
8 1 (3.70%) C#
Qualifications
1 3 (11.11%) Degree
2 2 (7.41%) CGEIT
2 2 (7.41%) CISA
2 2 (7.41%) CISSP
2 2 (7.41%) CRISC
2 2 (7.41%) PMI Certification
2 2 (7.41%) PMP
Quality Assurance & Compliance
1 4 (14.81%) QA
2 2 (7.41%) Data Quality
2 2 (7.41%) SLA
3 1 (3.70%) Dodd-Frank
3 1 (3.70%) EMIR
3 1 (3.70%) MiFID
System Software
1 2 (7.41%) Active Directory
Systems Management
1 2 (7.41%) Ansible
1 2 (7.41%) RSA Archer
2 1 (3.70%) Kibana
Vendors
1 7 (25.93%) Microsoft
2 5 (18.52%) Oracle
3 4 (14.81%) Splunk
4 3 (11.11%) Tableau
5 2 (7.41%) iManage
6 1 (3.70%) Perforce
6 1 (3.70%) Sybase