Period
to 20 July 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh 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 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.

Asset Management
Scotland > Edinburgh
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 45 27 92
Rank change year-on-year -18 +65 -55
Contract jobs citing Asset Management 108 117 52
As % of all contract IT jobs advertised in Edinburgh 3.57% 5.19% 1.84%
As % of the Processes & Methodologies category 4.09% 6.19% 2.15%
Number of daily rates quoted 66 54 35
Edinburgh median daily rate £475 £450 £450
Median daily rate % change year-on-year +5.56% - -
10th Percentile £350 £300 £326
90th Percentile £618 £575 £605
Scotland median daily rate £455 £400 £425
% change year-on-year +13.75% -5.88% +3.03%
Number of hourly rates quoted 0 5 0
Edinburgh median hourly rate - £43.39 -
Scotland median hourly rate £11.40 £43.39 £19.50
% change year-on-year -73.73% +122.51% +39.29%

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 Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Contract vacancies with a requirement for process or methodology skills 2,638 1,891 2,417
As % of all contract IT jobs advertised in Edinburgh 87.24% 83.90% 85.53%
Number of daily rates quoted 1,523 1,158 1,331
Edinburgh median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +6.67%
10th Percentile £288 £260 £270
90th Percentile £575 £550 £550
Scotland median daily rate £400 £380 £375
% change year-on-year +5.26% +1.33% -
Number of hourly rates quoted 23 19 13
Edinburgh median hourly rate £18.50 £18.00 £15.82
Median hourly rate % change year-on-year +2.78% +13.82% -20.93%
10th Percentile £10.75 £12.23 £11.10
90th Percentile £46.10 £43.39 £47.45
Scotland median hourly rate £17.50 £27.50 £36.00
% change year-on-year -36.36% -23.61% +31.05%

Asset Management
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Asset Management in Edinburgh

Asset Management
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for Asset Management in Edinburgh

Asset Management
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Asset Management in Edinburgh over the 6 months to 20 July 2018.

Contractor daily rate histogram for Asset Management in Edinburgh

Asset Management
Contractor Hourly Rate Trend in Edinburgh

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

Contractor hourly rate trend for Asset Management in Edinburgh

For the 6 months to 20 July 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 Edinburgh region with a requirement for Asset Management.

1 78 (72.22%) Finance
2 43 (39.81%) Stakeholder Management
3 19 (17.59%) Charles River
4 16 (14.81%) Project Management
5 14 (12.96%) Migration
6 13 (12.04%) Fixed Income
6 13 (12.04%) Markit EDM
7 12 (11.11%) Equities
7 12 (11.11%) Banking
7 12 (11.11%) Front Office
7 12 (11.11%) Bloomberg
8 11 (10.19%) Fund Accounting
8 11 (10.19%) Investment Management
9 10 (9.26%) thinkFolio
9 10 (9.26%) Microsoft
9 10 (9.26%) Agile Software Development
9 10 (9.26%) Software Asset Management
9 10 (9.26%) Analytical Skills
10 9 (8.33%) Active Directory
10 9 (8.33%) SQL
10 9 (8.33%) ETL
10 9 (8.33%) Derivative
11 8 (7.41%) Business Analysis
11 8 (7.41%) Oracle
11 8 (7.41%) SQL Server
11 8 (7.41%) Windows
11 8 (7.41%) CODA
12 7 (6.48%) Data Management
12 7 (6.48%) ITIL
12 7 (6.48%) Target Operating Model

Asset Management
Co-occurring IT Skills in Edinburgh 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 6 (5.56%) Exchange Server 2010
1 6 (5.56%) MS Exchange
1 6 (5.56%) Skype for Business
2 3 (2.78%) WebSphere
3 1 (0.93%) Apache Pig
3 1 (0.93%) Apache Spark
3 1 (0.93%) Blackberry Enterprise Server
3 1 (0.93%) Confluence
3 1 (0.93%) SAS
Applications
1 6 (5.56%) Microsoft Office
2 3 (2.78%) Microsoft PowerPoint
2 3 (2.78%) Microsoft Project
3 2 (1.85%) Microsoft Excel
Business Applications
1 13 (12.04%) Markit EDM
2 10 (9.26%) thinkFolio
3 2 (1.85%) HFM
3 2 (1.85%) Oracle Payables
4 1 (0.93%) assyst
4 1 (0.93%) MultiFonds
4 1 (0.93%) Salesforce.com CRM
Cloud Services
1 5 (4.63%) Office 365
2 3 (2.78%) Microsoft Azure
3 2 (1.85%) Mimecast
4 1 (0.93%) Google Analytics
Communications & Networking
1 6 (5.56%) DHCP
1 6 (5.56%) Unified Communications
2 5 (4.63%) Skype
3 2 (1.85%) Firewall
4 1 (0.93%) Cisco IPT
4 1 (0.93%) IP Telephony
4 1 (0.93%) MPLS
4 1 (0.93%) NetScaler
Database & Business Intelligence
1 8 (7.41%) SQL Server
2 2 (1.85%) Data Warehouse
3 1 (0.93%) Apache Hive
3 1 (0.93%) Azure SQL Data Warehouse
3 1 (0.93%) Data Mining
3 1 (0.93%) Hadoop
3 1 (0.93%) QlikView
Development Applications
1 6 (5.56%) FitNesse
2 2 (1.85%) JIRA
2 2 (1.85%) Selenium
3 1 (0.93%) TeamCity
3 1 (0.93%) Visual Studio
General
1 78 (72.22%) Finance
2 12 (11.11%) Banking
2 12 (11.11%) Front Office
3 5 (4.63%) Advertising
3 5 (4.63%) Legal
4 4 (3.70%) Back Office
5 3 (2.78%) Investment Banking
5 3 (2.78%) Retail Banking
6 2 (1.85%) Billing
6 2 (1.85%) General Ledger
6 2 (1.85%) Marketing
7 1 (0.93%) Private Banking
7 1 (0.93%) Publishing
Job Titles
1 44 (40.74%) Analyst
2 20 (18.52%) Project Manager
3 18 (16.67%) Architect
3 18 (16.67%) Business Analyst
4 14 (12.96%) Solutions Architect
5 12 (11.11%) Asset Management Analyst
6 8 (7.41%) Applications Support
6 8 (7.41%) Software Analyst
7 7 (6.48%) Asset Management Business Analyst
8 6 (5.56%) Support Analyst
9 5 (4.63%) Applications Support Analyst
9 5 (4.63%) Asset Management Project Manager
9 5 (4.63%) Charles River Analyst
10 4 (3.70%) Investment Management Business Analyst
10 4 (3.70%) IT Analyst
10 4 (3.70%) IT Manager
10 4 (3.70%) Programme Manager
10 4 (3.70%) Senior Analyst
10 4 (3.70%) Senior Business Analyst
10 4 (3.70%) Systems Analyst
Libraries, Frameworks & Software Standards
1 6 (5.56%) FIX Protocol
2 5 (4.63%) .NET
3 4 (3.70%) Middleware
Miscellaneous
1 13 (12.04%) Fixed Income
2 12 (11.11%) Equities
3 10 (9.26%) Analytical Skills
4 9 (8.33%) Derivative
5 5 (4.63%) Clustering
6 4 (3.70%) Management Information System
7 2 (1.85%) Blackberry
8 1 (0.93%) Computer Science
8 1 (0.93%) Credit Risk
8 1 (0.93%) Data Centre
8 1 (0.93%) PKI
8 1 (0.93%) Self-Motivation
8 1 (0.93%) Smartphone
8 1 (0.93%) Tandem
Operating Systems
1 8 (7.41%) Windows
2 2 (1.85%) Linux
2 2 (1.85%) Windows 10
2 2 (1.85%) Windows 7
2 2 (1.85%) Windows 8
2 2 (1.85%) Windows Server
3 1 (0.93%) Ubuntu
Processes & Methodologies
1 43 (39.81%) Stakeholder Management
2 16 (14.81%) Project Management
3 14 (12.96%) Migration
4 11 (10.19%) Fund Accounting
4 11 (10.19%) Investment Management
5 10 (9.26%) Agile Software Development
5 10 (9.26%) Software Asset Management
6 9 (8.33%) ETL
7 8 (7.41%) Business Analysis
8 7 (6.48%) Data Management
8 7 (6.48%) ITIL
8 7 (6.48%) Problem-Solving
8 7 (6.48%) Target Operating Model
9 6 (5.56%) Test Automation
10 5 (4.63%) Data Integration
10 5 (4.63%) Mentoring
10 5 (4.63%) Risk Management
10 5 (4.63%) Wealth Management
11 4 (3.70%) Change Management
11 4 (3.70%) GAP Analysis
Programming Languages
1 9 (8.33%) SQL
2 4 (3.70%) PowerShell
3 2 (1.85%) C#
3 2 (1.85%) Java
3 2 (1.85%) PHP
3 2 (1.85%) Python
4 1 (0.93%) C
4 1 (0.93%) PL/SQL
4 1 (0.93%) Scala
4 1 (0.93%) VBScript
Qualifications
1 2 (1.85%) CISSP
1 2 (1.85%) Degree
2 1 (0.93%) SANS
Quality Assurance & Compliance
1 5 (4.63%) MiFID
2 4 (3.70%) FATCA
2 4 (3.70%) GDPR
2 4 (3.70%) PMO
2 4 (3.70%) Solvency II
3 2 (1.85%) QA
4 1 (0.93%) COBIT
4 1 (0.93%) Data Quality
4 1 (0.93%) ISO/IEC 27001
System Software
1 9 (8.33%) Active Directory
2 4 (3.70%) Microsoft App-V
2 4 (3.70%) XenApp
2 4 (3.70%) XenDesktop
3 2 (1.85%) VMware ESXi
4 1 (0.93%) VMware Infrastructure
Systems Management
1 4 (3.70%) Ansible
1 4 (3.70%) Microsoft Clustering
1 4 (3.70%) Opscode Chef
1 4 (3.70%) Puppet
2 2 (1.85%) FlexNet
2 2 (1.85%) SCCM
2 2 (1.85%) Symantec Enterprise Vault
3 1 (0.93%) Ambari
3 1 (0.93%) Cisco CUCM
3 1 (0.93%) Control-M
3 1 (0.93%) HP SIM
3 1 (0.93%) NetBackup
3 1 (0.93%) Norton AntiVirus
3 1 (0.93%) Symantec Endpoint Protection
Vendors
1 19 (17.59%) Charles River
2 12 (11.11%) Bloomberg
3 10 (9.26%) Microsoft
4 8 (7.41%) CODA
4 8 (7.41%) Oracle
5 6 (5.56%) Ab Initio
6 5 (4.63%) Sitecore
7 4 (3.70%) Hyperion
7 4 (3.70%) Symantec
8 3 (2.78%) IBM
8 3 (2.78%) ServiceNow
9 2 (1.85%) Cisco
9 2 (1.85%) Citrix
9 2 (1.85%) Concur
9 2 (1.85%) CyberArk
9 2 (1.85%) Informatica
9 2 (1.85%) Qualys
9 2 (1.85%) Salesforce.com
9 2 (1.85%) VMware
10 1 (0.93%) Google