Period
to 17 November 2017

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 17 November 2017 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
17 Nov 2017
Same period 2016 Same period 2015
Rank 42 61 33
Rank change year-on-year +19 -28 -2
Contract jobs citing Asset Management 118 61 127
As % of all contract IT jobs advertised in Edinburgh 4.05% 2.81% 3.94%
As % of the Processes & Methodologies category 4.80% 3.34% 4.74%
Number of daily rates quoted 76 40 65
Edinburgh median daily rate £450 £375 £475
Median daily rate % change year-on-year +20.00% -21.05% -
10th Percentile £325 £285 £335
90th Percentile £601 £539 £625
Scotland median daily rate £400 £370 £425
% change year-on-year +8.11% -12.94% -5.56%
Number of hourly rates quoted 2 2 0
Edinburgh median hourly rate £43.39 £36.09 -
Median hourly rate % change year-on-year +20.24% - -
Scotland median hourly rate £43.39 £9.23 -
% change year-on-year +370.10% - -

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 2457 1826 2682
As % of all contract IT jobs advertised in Edinburgh 84.26% 84.07% 83.21%
Number of daily rates quoted 1434 1040 1388
Edinburgh median daily rate £400 £388 £388
Median daily rate % change year-on-year +3.23% - -3.13%
10th Percentile £263 £260 £263
90th Percentile £550 £525 £521
Scotland median daily rate £390 £360 £375
% change year-on-year +8.33% -4.00% -
Number of hourly rates quoted 18 27 21
Edinburgh median hourly rate £21.00 £20.00 £19.02
Median hourly rate % change year-on-year +5.00% +5.15% +20.61%
10th Percentile £11.22 £11.30 £12.00
90th Percentile £37.52 £48.38 £40.38
Scotland median hourly rate £25.00 £24.00 £25.00
% change year-on-year +4.17% -4.00% +14.94%

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 17 November 2017.

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 17 November 2017, IT contractor 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 contract ads across the Edinburgh region with a requirement for Asset Management.

1 80 (67.80%) Finance
2 30 (25.42%) Agile Software Development
3 27 (22.88%) SQL
4 25 (21.19%) Markit EDM
5 20 (16.95%) Stakeholder Management
6 17 (14.41%) Fixed Income
7 16 (13.56%) Investment Management
8 15 (12.71%) Scrum
8 15 (12.71%) Active Directory
9 14 (11.86%) SQL Server
10 13 (11.02%) Charles River
11 12 (10.17%) Microsoft
12 11 (9.32%) Windows
13 10 (8.47%) Project Management
13 10 (8.47%) Equities
13 10 (8.47%) Banking
14 9 (7.63%) Legal
14 9 (7.63%) Oracle
14 9 (7.63%) FitNesse
14 9 (7.63%) Derivative
14 9 (7.63%) MiFID
14 9 (7.63%) PowerShell
14 9 (7.63%) Windows Server 2008
15 8 (6.78%) Analytics
15 8 (6.78%) Continuous Integration
15 8 (6.78%) Configuration Management
15 8 (6.78%) Business Intelligence
15 8 (6.78%) C#
15 8 (6.78%) Front Office
15 8 (6.78%) Migration

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 3 (2.54%) Exchange Server 2010
1 3 (2.54%) MS Exchange
1 3 (2.54%) Skype for Business
2 2 (1.69%) FileNet
3 1 (0.85%) CMS
3 1 (0.85%) SharePoint
Applications
1 4 (3.39%) Spreadsheet
2 3 (2.54%) Microsoft Excel
3 1 (0.85%) Microsoft Office
3 1 (0.85%) Microsoft Project
Business Applications
1 25 (21.19%) Markit EDM
2 4 (3.39%) thinkFolio
3 1 (0.85%) assyst
Cloud Services
1 5 (4.24%) Microsoft Azure
2 3 (2.54%) PaaS
3 2 (1.69%) Mimecast
4 1 (0.85%) Azure Active Directory
4 1 (0.85%) Office 365
Communications & Networking
1 4 (3.39%) SAN
2 3 (2.54%) Firewall
2 3 (2.54%) LDAP
2 3 (2.54%) Skype
2 3 (2.54%) Unified Communications
3 2 (1.69%) 802.11
3 2 (1.69%) Cisco Wireless
3 2 (1.69%) DHCP
3 2 (1.69%) DMZ
3 2 (1.69%) HSRP
3 2 (1.69%) Internet
3 2 (1.69%) IPsec
3 2 (1.69%) LAN
3 2 (1.69%) MPLS
3 2 (1.69%) NetScaler
3 2 (1.69%) Network Security
3 2 (1.69%) VPN
3 2 (1.69%) WAN
3 2 (1.69%) Wireless
3 2 (1.69%) Wireshark
Database & Business Intelligence
1 14 (11.86%) SQL Server
2 7 (5.93%) Oracle BI EE
3 5 (4.24%) Data Warehouse
4 4 (3.39%) Big Data
4 4 (3.39%) Oracle BI Publisher
4 4 (3.39%) SQL Server 2008
4 4 (3.39%) SQL Server Reporting Services
5 3 (2.54%) Oracle Reports
5 3 (2.54%) Relational Database
5 3 (2.54%) SQL Server Analysis Services
6 2 (1.69%) BusinessObjects XI
6 2 (1.69%) Microsoft Analysis Services
6 2 (1.69%) Oracle Database
6 2 (1.69%) Oracle Database 12c
6 2 (1.69%) SQL Server Integration Services
7 1 (0.85%) Enterprise Data Warehouse
7 1 (0.85%) Hadoop
7 1 (0.85%) Semantic Layer
7 1 (0.85%) SQL Server 2005
7 1 (0.85%) SQL Server 2012
Development Applications
1 9 (7.63%) FitNesse
2 5 (4.24%) Git (software)
3 2 (1.69%) CruiseControl
3 2 (1.69%) Oracle APEX
4 1 (0.85%) JIRA
4 1 (0.85%) NUnit
4 1 (0.85%) TeamCity
General
1 80 (67.80%) Finance
2 10 (8.47%) Banking
3 9 (7.63%) Legal
4 8 (6.78%) Front Office
5 4 (3.39%) Investment Banking
6 2 (1.69%) Marketing
7 1 (0.85%) Back Office
7 1 (0.85%) Retail
Job Titles
1 44 (37.29%) Analyst
2 27 (22.88%) Developer
3 26 (22.03%) Business Analyst
4 14 (11.86%) Project Manager
5 10 (8.47%) Infrastructure Engineer
6 6 (5.08%) Consultant
7 5 (4.24%) Investment Management Business Analyst
7 5 (4.24%) Test Analyst
8 4 (3.39%) Asset Management Analyst
8 4 (3.39%) Asset Management Business Analyst
8 4 (3.39%) IT Analyst
8 4 (3.39%) IT Manager
8 4 (3.39%) IT Project Manager
8 4 (3.39%) IT Support
8 4 (3.39%) OBIEE Developer
8 4 (3.39%) Senior Analyst
8 4 (3.39%) Support Analyst
9 3 (2.54%) Administrator
9 3 (2.54%) Oracle Developer
9 3 (2.54%) Security Analyst
Libraries, Frameworks & Software Standards
1 7 (5.93%) .NET
2 3 (2.54%) XML
3 2 (1.69%) 802.1X
3 2 (1.69%) ASP.NET
3 2 (1.69%) CSS
3 2 (1.69%) FIX Protocol
3 2 (1.69%) Web Services
4 1 (0.85%) FpML
4 1 (0.85%) HTML
4 1 (0.85%) jQuery
4 1 (0.85%) LINQ
4 1 (0.85%) Silverlight
4 1 (0.85%) WinForms
4 1 (0.85%) XSLT
Miscellaneous
1 17 (14.41%) Fixed Income
2 10 (8.47%) Equities
3 9 (7.63%) Derivative
4 8 (6.78%) Analytical Skills
5 4 (3.39%) CMDB
5 4 (3.39%) PKI
6 3 (2.54%) Virtual Team
7 2 (1.69%) Computer Science
7 2 (1.69%) Data Centre
7 2 (1.69%) Driving Licence
7 2 (1.69%) Management Information System
8 1 (0.85%) Distributed Denial-of-Service
8 1 (0.85%) Foreign Exchange (FX)
8 1 (0.85%) Greenfield Project
8 1 (0.85%) OTC Derivatives
8 1 (0.85%) PMI
8 1 (0.85%) Replication
8 1 (0.85%) Smartphone
8 1 (0.85%) Swaptions
Operating Systems
1 11 (9.32%) Windows
2 9 (7.63%) Windows Server 2008
3 7 (5.93%) Windows Server
3 7 (5.93%) Windows Server 2012
4 4 (3.39%) Linux
5 3 (2.54%) Red Hat Enterprise Linux
6 1 (0.85%) Windows 10
6 1 (0.85%) Windows 7
Processes & Methodologies
1 30 (25.42%) Agile Software Development
2 20 (16.95%) Stakeholder Management
3 16 (13.56%) Investment Management
4 15 (12.71%) Scrum
5 10 (8.47%) Project Management
6 8 (6.78%) Analytics
6 8 (6.78%) Business Intelligence
6 8 (6.78%) Configuration Management
6 8 (6.78%) Continuous Integration
6 8 (6.78%) Migration
7 7 (5.93%) Business Analysis
7 7 (5.93%) Portfolio Management
7 7 (5.93%) SDLC
8 6 (5.08%) ETL
9 5 (4.24%) Change Control
9 5 (4.24%) Continuous Delivery
9 5 (4.24%) Data Analysis
9 5 (4.24%) Validation
10 4 (3.39%) Fund Management
10 4 (3.39%) Stakeholder Engagement
Programming Languages
1 27 (22.88%) SQL
2 9 (7.63%) PowerShell
3 8 (6.78%) C#
4 5 (4.24%) PL/SQL
5 4 (3.39%) Ruby
6 2 (1.69%) Java
6 2 (1.69%) JavaScript
6 2 (1.69%) T-SQL
6 2 (1.69%) VBA
Qualifications
1 2 (1.69%) Degree
2 1 (0.85%) CEH
2 1 (0.85%) CISSP
2 1 (0.85%) OSCP
2 1 (0.85%) PMI Certification
Quality Assurance & Compliance
1 9 (7.63%) MiFID
2 8 (6.78%) EMIR
3 5 (4.24%) Solvency II
4 4 (3.39%) GDPR
5 3 (2.54%) FATCA
6 2 (1.69%) COBIT
6 2 (1.69%) Disclosure Scotland
6 2 (1.69%) PMO
7 1 (0.85%) AIFMD
7 1 (0.85%) QA
System Software
1 15 (12.71%) Active Directory
2 4 (3.39%) vSphere
3 1 (0.85%) Hyper-V
3 1 (0.85%) VMware Infrastructure
Systems Management
1 7 (5.93%) Ansible
1 7 (5.93%) Opscode Chef
1 7 (5.93%) Puppet
2 3 (2.54%) Cisco CUCM
3 2 (1.69%) Cacti
3 2 (1.69%) Symantec Enterprise Vault
Vendors
1 13 (11.02%) Charles River
2 12 (10.17%) Microsoft
3 9 (7.63%) Oracle
4 7 (5.93%) VMware
5 5 (4.24%) Bloomberg
5 5 (4.24%) Citrix
6 4 (3.39%) CheckPoint
7 3 (2.54%) Cognos
7 3 (2.54%) ServiceNow
7 3 (2.54%) Tableau
7 3 (2.54%) Vermilion
8 2 (1.69%) Alteryx
8 2 (1.69%) Cisco
8 2 (1.69%) F5
8 2 (1.69%) FactSet
8 2 (1.69%) IBM
8 2 (1.69%) SAP
8 2 (1.69%) SolarWinds
8 2 (1.69%) Symantec
9 1 (0.85%) Sitecore