Period
to 20 January 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 January 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 Jan 2018
Same period 2017 Same period 2016
Rank 30 59 44
Rank change year-on-year +29 -15 -7
Contract jobs citing Asset Management 151 51 107
As % of all contract IT jobs advertised in Edinburgh 5.24% 2.87% 3.53%
As % of the Processes & Methodologies category 6.05% 3.44% 4.24%
Number of daily rates quoted 114 33 65
Edinburgh median daily rate £475 £375 £475
Median daily rate % change year-on-year +26.67% -21.05% -9.52%
10th Percentile £327 £285 £275
90th Percentile £618 £553 £625
Scotland median daily rate £475 £363 £450
% change year-on-year +31.03% -19.44% -
Number of hourly rates quoted 0 2 0
Edinburgh median hourly rate - £36.09 -
Scotland median hourly rate £13.65 £9.23 £19.50
% change year-on-year +47.89% -52.67% +69.57%

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 2,497 1,482 2,524
As % of all contract IT jobs advertised in Edinburgh 86.61% 83.45% 83.36%
Number of daily rates quoted 1,452 913 1,312
Edinburgh median daily rate £400 £400 £400
10th Percentile £275 £268 £263
90th Percentile £575 £538 £538
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 20 24 20
Edinburgh median hourly rate £21.00 £19.75 £19.51
Median hourly rate % change year-on-year +6.33% +1.23% +21.94%
10th Percentile £12.83 £14.25 £12.32
90th Percentile £50.25 £47.36 £42.25
Scotland median hourly rate £21.00 £21.00 £23.35
% change year-on-year - -10.06% +3.78%

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 January 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 January 2018, 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.

1 105 (69.54%) Finance
2 38 (25.17%) Stakeholder Management
3 37 (24.50%) Agile Software Development
4 30 (19.87%) Fixed Income
5 27 (17.88%) Markit EDM
6 26 (17.22%) Investment Management
7 24 (15.89%) Migration
7 24 (15.89%) SQL
8 22 (14.57%) Equities
9 21 (13.91%) Charles River
9 21 (13.91%) Active Directory
10 20 (13.25%) Microsoft
11 18 (11.92%) Scrum
11 18 (11.92%) PowerShell
12 17 (11.26%) Windows
13 16 (10.60%) Derivative
14 15 (9.93%) Windows Server 2008
14 15 (9.93%) Windows Server 2012
15 13 (8.61%) GDPR
15 13 (8.61%) MiFID
15 13 (8.61%) Continuous Integration
15 13 (8.61%) VMware
15 13 (8.61%) Configuration Management
16 12 (7.95%) Project Management
16 12 (7.95%) Front Office
16 12 (7.95%) Puppet
16 12 (7.95%) Windows Server
16 12 (7.95%) Opscode Chef
16 12 (7.95%) Ansible
17 10 (6.62%) Solvency II

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 (1.99%) CMS
2 1 (0.66%) Oracle Coherence
2 1 (0.66%) Skype for Business
2 1 (0.66%) WebSphere
Applications
1 4 (2.65%) Spreadsheet
2 2 (1.32%) Microsoft Excel
3 1 (0.66%) Microsoft PowerPoint
3 1 (0.66%) Microsoft Project
Business Applications
1 27 (17.88%) Markit EDM
2 9 (5.96%) thinkFolio
3 1 (0.66%) Salesforce.com CRM
Cloud Services
1 9 (5.96%) Microsoft Azure
2 1 (0.66%) Azure Active Directory
2 1 (0.66%) Office 365
2 1 (0.66%) SaaS
Communications & Networking
1 7 (4.64%) SAN
2 5 (3.31%) DHCP
3 4 (2.65%) DNS
4 3 (1.99%) Internet
5 2 (1.32%) DMZ
5 2 (1.32%) Network Security
6 1 (0.66%) Firewall
6 1 (0.66%) LAN
6 1 (0.66%) Skype
6 1 (0.66%) Unified Communications
6 1 (0.66%) VLAN
6 1 (0.66%) WAN
Database & Business Intelligence
1 10 (6.62%) SQL Server
2 5 (3.31%) Oracle BI EE
3 4 (2.65%) Data Warehouse
3 4 (2.65%) Oracle BI Publisher
4 3 (1.99%) Oracle Reports
4 3 (1.99%) Relational Database
4 3 (1.99%) SQL Server 2008
5 1 (0.66%) Big Data
5 1 (0.66%) BusinessObjects XI
5 1 (0.66%) Enterprise Data Warehouse
5 1 (0.66%) Semantic Layer
5 1 (0.66%) SQL Server 2005
5 1 (0.66%) SQL Server Analysis Services
5 1 (0.66%) SQL Server Integration Services
5 1 (0.66%) SQL Server Reporting Services
Development Applications
1 10 (6.62%) Git (software)
2 9 (5.96%) FitNesse
3 2 (1.32%) CruiseControl
3 2 (1.32%) JIRA
4 1 (0.66%) NUnit
4 1 (0.66%) TeamCity
General
1 105 (69.54%) Finance
2 12 (7.95%) Front Office
3 10 (6.62%) Banking
4 9 (5.96%) Legal
5 5 (3.31%) Back Office
5 5 (3.31%) Investment Banking
6 3 (1.99%) Marketing
7 1 (0.66%) Billing
7 1 (0.66%) Multimedia
7 1 (0.66%) Private Banking
Job Titles
1 58 (38.41%) Analyst
2 37 (24.50%) Business Analyst
3 30 (19.87%) Project Manager
4 22 (14.57%) Developer
5 16 (10.60%) Infrastructure Engineer
6 15 (9.93%) Asset Management Project Manager
7 10 (6.62%) Investment Management Business Analyst
8 9 (5.96%) Asset Management Analyst
8 9 (5.96%) Asset Management Business Analyst
9 8 (5.30%) Support Analyst
9 8 (5.30%) Test Analyst
10 7 (4.64%) Applications Support
11 6 (3.97%) Applications Support Analyst
12 5 (3.31%) Architect
12 5 (3.31%) Consultant
12 5 (3.31%) Solutions Architect
13 4 (2.65%) Infrastructure Analyst
13 4 (2.65%) IT Manager
13 4 (2.65%) IT Project Manager
13 4 (2.65%) Senior Analyst
Libraries, Frameworks & Software Standards
1 7 (4.64%) .NET
1 7 (4.64%) FIX Protocol
2 3 (1.99%) HTML
2 3 (1.99%) LDAP
2 3 (1.99%) Middleware
2 3 (1.99%) XML
3 2 (1.32%) ASP.NET
4 1 (0.66%) Aurelia
4 1 (0.66%) CSS
4 1 (0.66%) FpML
4 1 (0.66%) IBM Integration Bus
4 1 (0.66%) jQuery
4 1 (0.66%) LINQ
4 1 (0.66%) SailPoint
4 1 (0.66%) Silverlight
4 1 (0.66%) Velocity
4 1 (0.66%) Web Services
4 1 (0.66%) WebSphere MQ
4 1 (0.66%) XSLT
Miscellaneous
1 30 (19.87%) Fixed Income
2 22 (14.57%) Equities
3 16 (10.60%) Derivative
4 7 (4.64%) Analytical Skills
4 7 (4.64%) Virtual Team
5 4 (2.65%) PKI
6 3 (1.99%) CMDB
7 2 (1.32%) EMC VNX
7 2 (1.32%) Greenfield Project
7 2 (1.32%) PMI
8 1 (0.66%) Data Centre
8 1 (0.66%) Distributed Denial-of-Service
8 1 (0.66%) Foreign Exchange (FX)
8 1 (0.66%) OTC Derivatives
8 1 (0.66%) Replication
8 1 (0.66%) Swaptions
Operating Systems
1 17 (11.26%) Windows
2 15 (9.93%) Windows Server 2008
2 15 (9.93%) Windows Server 2012
3 12 (7.95%) Windows Server
4 8 (5.30%) Linux
5 7 (4.64%) Red Hat Enterprise Linux
6 4 (2.65%) Windows 7
7 3 (1.99%) Windows 10
Processes & Methodologies
1 38 (25.17%) Stakeholder Management
2 37 (24.50%) Agile Software Development
3 26 (17.22%) Investment Management
4 24 (15.89%) Migration
5 18 (11.92%) Scrum
6 13 (8.61%) Configuration Management
6 13 (8.61%) Continuous Integration
7 12 (7.95%) Project Management
8 10 (6.62%) Validation
9 9 (5.96%) Collaborative Working
9 9 (5.96%) Continuous Delivery
9 9 (5.96%) Wealth Management
10 8 (5.30%) Change Management
10 8 (5.30%) ETL
10 8 (5.30%) ITIL
10 8 (5.30%) Portfolio Management
10 8 (5.30%) Target Operating Model
10 8 (5.30%) TDD
11 7 (4.64%) Business Analysis
11 7 (4.64%) User Acceptance Testing
Programming Languages
1 24 (15.89%) SQL
2 18 (11.92%) PowerShell
3 7 (4.64%) C#
3 7 (4.64%) Ruby
4 3 (1.99%) PL/SQL
5 2 (1.32%) T-SQL
6 1 (0.66%) C
6 1 (0.66%) Java
6 1 (0.66%) VBA
Qualifications
1 2 (1.32%) CISSP
1 2 (1.32%) PMI Certification
2 1 (0.66%) CEH
2 1 (0.66%) OSCP
2 1 (0.66%) SANS
Quality Assurance & Compliance
1 13 (8.61%) GDPR
1 13 (8.61%) MiFID
2 10 (6.62%) Solvency II
3 9 (5.96%) FATCA
4 7 (4.64%) EMIR
5 3 (1.99%) COBIT
6 2 (1.32%) PMO
7 1 (0.66%) AIFMD
7 1 (0.66%) Disclosure Scotland
7 1 (0.66%) ISO/IEC 27001
7 1 (0.66%) QA
System Software
1 21 (13.91%) Active Directory
2 8 (5.30%) vSphere
3 3 (1.99%) Microsoft App-V
3 3 (1.99%) VMware Infrastructure
4 2 (1.32%) VMware ESXi
4 2 (1.32%) XenApp
4 2 (1.32%) XenDesktop
5 1 (0.66%) DFS Replication
5 1 (0.66%) Hyper-V
Systems Management
1 12 (7.95%) Ansible
1 12 (7.95%) Opscode Chef
1 12 (7.95%) Puppet
2 7 (4.64%) SCCM
3 3 (1.99%) SCOM
4 1 (0.66%) AppDNA
4 1 (0.66%) TeamSite
Vendors
1 21 (13.91%) Charles River
2 20 (13.25%) Microsoft
3 13 (8.61%) VMware
4 7 (4.64%) Citrix
5 6 (3.97%) Bloomberg
5 6 (3.97%) Oracle
6 4 (2.65%) Vermilion
7 3 (1.99%) Cisco
7 3 (1.99%) Google
7 3 (1.99%) HP
7 3 (1.99%) IBM
7 3 (1.99%) Riverbed
7 3 (1.99%) Salesforce.com
7 3 (1.99%) ServiceNow
7 3 (1.99%) SolarWinds
8 2 (1.32%) CheckPoint
9 1 (0.66%) Cognos
9 1 (0.66%) Progress
9 1 (0.66%) SAP
9 1 (0.66%) Symantec