Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 20 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Asset Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Asset Management over the 6 months to 20 July 2017 with a comparison to the same period in the previous 2 years.

Asset Management
UK > Scotland
6 months to
20 Jul 2017		 Same period 2016 Same period 2015
Rank 147 62 103
Rank change year-on-year -85 +41 +1
Permanent jobs citing Asset Management 75 220 146
As % of all permanent IT jobs advertised in Scotland 1.44% 3.77% 2.30%
As % of the Processes & Methodologies category 1.58% 4.14% 2.54%
Number of salaries quoted 44 83 53
Scotland median annual salary £72,500 £55,000 £45,000
Median salary % change year-on-year +31.82% +22.22% -5.26%
10th Percentile £40,150 £43,750 £29,750
90th Percentile £95,500 £70,000 £63,700
UK median annual salary £57,000 £58,500 £55,000
% change year-on-year -2.56% +6.36% -

Asset Management is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 4748 5317 5745
As % of all permanent IT job vacancies advertised in Scotland 91.33% 91.08% 90.39%
Number of salaries quoted 2997 3163 3573
Scotland median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +1.19%
10th Percentile £28,250 £27,500 £27,500
90th Percentile £70,000 £65,000 £62,500
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +5.56%

Asset Management
Job Vacancy Trend in Scotland

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

Job vacancy trend for Asset Management in Scotland

Asset Management
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Asset Management in Scotland.

Salary trend for Asset Management in Scotland

Asset Management
Salary Histogram in Scotland

The salary distribution of IT jobs citing Asset Management in Scotland over the 6 months to 20 July 2017.

Salary histogram for Asset Management in Scotland

Asset Management
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Asset Management within the Scotland region over the 6 months to 20 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Permanent
IT Job Ads		 Median Salary
Past 6 Months		 Median Salary
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Edinburgh -51 58 £72,500 +31.82% 8
Glasgow -49 9 £38,756 -29.53%
Aberdeen +6 6 £56,750 +26.11% 1
Asset Management
UK

For the 6 months to 20 July 2017, IT jobs citing Asset Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Asset Management.

1 38 (50.67%) Finance
2 34 (45.33%) SQL
3 25 (33.33%) Investment Management
4 21 (28.00%) Analytical Skills
5 20 (26.67%) Agile Software Development
6 19 (25.33%) SQL Server
6 19 (25.33%) Change Management
7 18 (24.00%) Oracle
8 16 (21.33%) ITIL
9 15 (20.00%) Windows
9 15 (20.00%) Microsoft
9 15 (20.00%) Project Management
9 15 (20.00%) Wealth Management
10 14 (18.67%) Java
11 13 (17.33%) .NET
11 13 (17.33%) Citrix
11 13 (17.33%) Symantec
11 13 (17.33%) SCCM
12 12 (16.00%) Microsoft Azure
12 12 (16.00%) Amazon AWS
12 12 (16.00%) Scrum
12 12 (16.00%) Linux
12 12 (16.00%) PRINCE2
13 11 (14.67%) PowerShell
13 11 (14.67%) IT Strategy
14 10 (13.33%) Data Centre
14 10 (13.33%) XenApp
14 10 (13.33%) XenDesktop
14 10 (13.33%) Office 365
14 10 (13.33%) Active Directory

Asset Management
Co-occurring IT Skills in Scotland 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 8 (10.67%) Blackberry Enterprise Server
1 8 (10.67%) Exchange Server 2010
1 8 (10.67%) MS Exchange
1 8 (10.67%) Skype for Business
2 6 (8.00%) CMS
3 5 (6.67%) IIS
3 5 (6.67%) JBoss
3 5 (6.67%) Tomcat
3 5 (6.67%) WebLogic
3 5 (6.67%) WebLogic Portal
3 5 (6.67%) WebSphere
4 4 (5.33%) SharePoint
5 2 (2.67%) IBM Notes
6 1 (1.33%) Confluence
6 1 (1.33%) Sitecore CMS
Applications
1 3 (4.00%) Microsoft Office
2 1 (1.33%) Microsoft Excel
2 1 (1.33%) Microsoft PowerPoint
2 1 (1.33%) Microsoft Project
2 1 (1.33%) Spreadsheet
Business Applications
1 8 (10.67%) Sonata
2 5 (6.67%) Remedy ITSM
3 2 (2.67%) Markit EDM
4 1 (1.33%) Bloomberg TOMS
4 1 (1.33%) HFM
4 1 (1.33%) Hyperion Planning
Cloud Services
1 12 (16.00%) Amazon AWS
1 12 (16.00%) Microsoft Azure
2 10 (13.33%) Office 365
3 4 (5.33%) Google Cloud Platform
4 1 (1.33%) IaaS
4 1 (1.33%) PaaS
Communications & Networking
1 8 (10.67%) DHCP
1 8 (10.67%) DNS
1 8 (10.67%) LAN
1 8 (10.67%) WAN
2 2 (2.67%) VoIP
3 1 (1.33%) DMZ
3 1 (1.33%) Internet
3 1 (1.33%) iSCSI
3 1 (1.33%) NAS
3 1 (1.33%) Network Security
3 1 (1.33%) SAN
Database & Business Intelligence
1 19 (25.33%) SQL Server
2 8 (10.67%) SQL Server 2005
2 8 (10.67%) SQL Server 2014
3 5 (6.67%) DB2
4 4 (5.33%) Big Data
4 4 (5.33%) BigQuery
4 4 (5.33%) GIS
4 4 (5.33%) Hadoop
5 2 (2.67%) RDBMS
5 2 (2.67%) Relational Database
6 1 (1.33%) Essbase
6 1 (1.33%) NoSQL
6 1 (1.33%) Oracle Smart View
Development Applications
1 9 (12.00%) JIRA
2 5 (6.67%) Log4j
3 4 (5.33%) PowerBuilder
3 4 (5.33%) Visual Studio
4 1 (1.33%) Cucumber
4 1 (1.33%) FitNesse
4 1 (1.33%) Git (software)
4 1 (1.33%) InstallShield
4 1 (1.33%) Jenkins
4 1 (1.33%) Maven
4 1 (1.33%) Oracle Forms
4 1 (1.33%) Team Foundation Server
4 1 (1.33%) TeamCity
General
1 38 (50.67%) Finance
2 8 (10.67%) Banking
3 6 (8.00%) Financial Institution
3 6 (8.00%) Investment Banking
4 3 (4.00%) Legal
5 2 (2.67%) Billing
5 2 (2.67%) Marketing
5 2 (2.67%) Retail
6 1 (1.33%) Back Office
6 1 (1.33%) General Ledger
Job Titles
1 14 (18.67%) Project Manager
2 10 (13.33%) Analyst
3 9 (12.00%) Senior Manager
4 8 (10.67%) Senior Project Manager
4 8 (10.67%) Senior Software Project Manager
4 8 (10.67%) Software Project Manager
5 7 (9.33%) Head of Infrastructure
5 7 (9.33%) Head of Security
6 6 (8.00%) Consultant
6 6 (8.00%) Data Scientist
6 6 (8.00%) Technical Manager
7 5 (6.67%) Developer
7 5 (6.67%) Product Consultant
7 5 (6.67%) Service Manager
7 5 (6.67%) Technical Project Manager
8 4 (5.33%) Applications Support
8 4 (5.33%) Applications Support Analyst
8 4 (5.33%) Support Analyst
9 3 (4.00%) Transition Manager
9 3 (4.00%) Web Developer
Libraries, Frameworks & Software Standards
1 13 (17.33%) .NET
2 9 (12.00%) XML
3 8 (10.67%) CSS
4 6 (8.00%) Natural Language Processing
5 5 (6.67%) HTML
5 5 (6.67%) JMS
5 5 (6.67%) JSP
5 5 (6.67%) Web Services
6 4 (5.33%) D3.js
7 2 (2.67%) AngularJS
7 2 (2.67%) Backbone.js
7 2 (2.67%) SailPoint
8 1 (1.33%) ASP.NET
8 1 (1.33%) ASP.NET MVC
8 1 (1.33%) Drools
8 1 (1.33%) Ember.js
8 1 (1.33%) Spring
8 1 (1.33%) Twitter Bootstrap
8 1 (1.33%) WinForms
Miscellaneous
1 21 (28.00%) Analytical Skills
2 10 (13.33%) Data Centre
3 8 (10.67%) Blackberry
3 8 (10.67%) Fintech
3 8 (10.67%) Virtual Team
4 6 (8.00%) Management Information System
5 5 (6.67%) Computer Science
6 3 (4.00%) CMDB
7 1 (1.33%) Fixed Income
7 1 (1.33%) Greenfield Project
7 1 (1.33%) Linux Command Line
7 1 (1.33%) PKI
7 1 (1.33%) Pricing Data
Operating Systems
1 15 (20.00%) Windows
2 12 (16.00%) Linux
3 8 (10.67%) Ubuntu
4 2 (2.67%) Unix
4 2 (2.67%) Windows Server
4 2 (2.67%) Windows Server 2008
4 2 (2.67%) Windows Server 2012
5 1 (1.33%) Red Hat Enterprise Linux
5 1 (1.33%) Windows 7
Processes & Methodologies
1 25 (33.33%) Investment Management
2 20 (26.67%) Agile Software Development
3 19 (25.33%) Change Management
4 16 (21.33%) ITIL
5 15 (20.00%) Project Management
5 15 (20.00%) Wealth Management
6 12 (16.00%) PRINCE2
6 12 (16.00%) Scrum
7 11 (14.67%) IT Strategy
8 9 (12.00%) Information Security
8 9 (12.00%) Stakeholder Management
8 9 (12.00%) Translating Business Requirements
8 9 (12.00%) Workflow
9 8 (10.67%) Data Modelling
9 8 (10.67%) Root Cause Analysis
9 8 (10.67%) Web Development
10 7 (9.33%) ITIL V3
11 6 (8.00%) Analytics
11 6 (8.00%) Machine Learning
11 6 (8.00%) Use Case
Programming Languages
1 34 (45.33%) SQL
2 14 (18.67%) Java
3 11 (14.67%) PowerShell
4 9 (12.00%) PL/SQL
5 7 (9.33%) Scala
6 6 (8.00%) C#
6 6 (8.00%) Python
6 6 (8.00%) R
7 4 (5.33%) VB
7 4 (5.33%) VB.NET
7 4 (5.33%) VBA
8 3 (4.00%) JavaScript
8 3 (4.00%) MATLAB
9 1 (1.33%) Bash Shell
9 1 (1.33%) C
9 1 (1.33%) C++
9 1 (1.33%) Go
9 1 (1.33%) VBScript
Qualifications
1 5 (6.67%) CISSP
1 5 (6.67%) Degree
1 5 (6.67%) SSCP
2 3 (4.00%) PhD
3 2 (2.67%) Computer Science Degree
3 2 (2.67%) MCITP
3 2 (2.67%) MCTS
3 2 (2.67%) Microsoft Certification
4 1 (1.33%) ACCA
4 1 (1.33%) CISA
4 1 (1.33%) IIBA
4 1 (1.33%) PRINCE2 Certification
4 1 (1.33%) SANS
4 1 (1.33%) SC Cleared
4 1 (1.33%) Security Cleared
Quality Assurance & Compliance
1 9 (12.00%) SLA
2 1 (1.33%) COBIT
2 1 (1.33%) Dodd-Frank
2 1 (1.33%) EMIR
2 1 (1.33%) MiFID
System Software
1 10 (13.33%) Active Directory
1 10 (13.33%) Microsoft App-V
1 10 (13.33%) XenApp
1 10 (13.33%) XenDesktop
2 9 (12.00%) Hyper-V
3 8 (10.67%) VMware ESXi
3 8 (10.67%) VMware Infrastructure
Systems Management
1 13 (17.33%) SCCM
2 9 (12.00%) Opscode Chef
3 8 (10.67%) Ansible
3 8 (10.67%) Puppet
3 8 (10.67%) SCOM
3 8 (10.67%) Symantec Endpoint Protection
3 8 (10.67%) Symantec Enterprise Vault
4 2 (2.67%) AirWatch
4 2 (2.67%) IBM BigFix
5 1 (1.33%) EMC Navisphere
5 1 (1.33%) Nessus
5 1 (1.33%) NetBackup
Vendors
1 18 (24.00%) Oracle
2 15 (20.00%) Microsoft
3 13 (17.33%) Citrix
3 13 (17.33%) Symantec
4 10 (13.33%) VMware
5 9 (12.00%) CA
5 9 (12.00%) Cisco
6 8 (10.67%) FNZ
6 8 (10.67%) Varonis
7 6 (8.00%) IBM
8 5 (6.67%) Cognizant
8 5 (6.67%) CyberArk
8 5 (6.67%) Misys
8 5 (6.67%) Remedy
9 4 (5.33%) Tableau
10 3 (4.00%) Bloomberg
10 3 (4.00%) BMC
11 2 (2.67%) Apple
11 2 (2.67%) Lotus
11 2 (2.67%) Sitecore
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Salary: £60000 per annum + Excellent Benefits
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