Period
to 4 December 2021

The following table provides summary statistics for contract job vacancies advertised in the City of London 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 4 December 2021 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
Central London > City of London
6 months to
4 Dec 2021
Same period 2020 Same period 2019
Rank 97 60 81
Rank change year-on-year -37 +21 -7
Contract jobs citing Asset Management 86 63 157
As % of all contract jobs advertised in the City of London 2.14% 3.16% 2.72%
As % of the Processes & Methodologies category 2.35% 3.56% 3.01%
Number of daily rates quoted 67 27 116
10th Percentile £374 £293 £275
25th Percentile £438 £419 £413
Median daily rate (50th Percentile) £613 £500 £525
Median % change year-on-year +22.50% -4.76% -
75th Percentile £706 £600 £638
90th Percentile £764 £625 £688
Central London median daily rate £613 £503 £525
% change year-on-year +21.89% -4.29% -
Number of hourly rates quoted 0 0 2
Median hourly rate - - £34.66
Central London median hourly rate - £29.89 £21.50
% change year-on-year - +39.02% +22.86%

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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Contract vacancies with a requirement for process or methodology skills 3,663 1,771 5,210
As % of all contract IT jobs advertised in the City of London 91.07% 88.95% 90.23%
Number of daily rates quoted 2,818 1,328 4,117
10th Percentile £369 £313 £325
25th Percentile £463 £413 £419
Median daily rate (50th Percentile) £550 £525 £525
Median % change year-on-year +4.76% - +2.84%
75th Percentile £650 £602 £613
90th Percentile £750 £688 £688
Central London median daily rate £550 £525 £513
% change year-on-year +4.76% +2.44% +1.94%
Number of hourly rates quoted 32 28 51
10th Percentile £18.33 £14.59 £12.00
25th Percentile £21.00 £22.38 £13.49
Median hourly rate £35.00 £29.50 £19.50
Median % change year-on-year +18.64% +51.28% +4.28%
75th Percentile £61.19 £39.44 £24.25
90th Percentile £67.55 £46.53 £51.25
Central London median hourly rate £35.00 £29.89 £20.92
% change year-on-year +17.10% +42.91% +11.84%

Asset Management
Job Vacancy Trend in the City of London

Job postings citing Asset Management as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Asset Management in the City of London

Asset Management
Contractor Daily Rate Trend in the City of London

3-month moving average daily rate quoted in jobs citing Asset Management in the City of London.

Daily rate trend for Asset Management in the City of London

Asset Management
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing Asset Management in the City of London over the 6 months to 4 December 2021.

Daily rate histogram for Asset Management in the City of London

Asset Management
Contractor Hourly Rate Trend in the City of London

3-month moving average hourly rates quoted in jobs citing Asset Management in the City of London.

Hourly rate trend for Asset Management in the City of London

For the 6 months to 4 December 2021, 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 City of London region with a requirement for Asset Management.

1 42 (48.84%) Finance
2 28 (32.56%) Banking
3 23 (26.74%) Analytics
4 21 (24.42%) Azure
4 21 (24.42%) Agile Software Development
5 19 (22.09%) Microsoft
6 18 (20.93%) Python
6 18 (20.93%) Mathematics
7 15 (17.44%) Problem-Solving
8 14 (16.28%) Social Skills
8 14 (16.28%) Analytical Skills
8 14 (16.28%) Investment Management
8 14 (16.28%) Java
9 13 (15.12%) Fixed Income
10 12 (13.95%) SQL
10 12 (13.95%) Degree
11 11 (12.79%) AngularJS
11 11 (12.79%) Algorithms
12 10 (11.63%) Bayesian Methods
12 10 (11.63%) Data Science
12 10 (11.63%) JavaScript
12 10 (11.63%) Stakeholder Management
12 10 (11.63%) AWS
12 10 (11.63%) Statistics
13 9 (10.47%) Software Engineering
13 9 (10.47%) Computer Science
13 9 (10.47%) Portfolio Management
13 9 (10.47%) Oracle
13 9 (10.47%) SQL Server
13 9 (10.47%) Windows

Asset Management
Co-occurring IT Skills in the City of London 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 (6.98%) CMS
2 2 (2.33%) SharePoint
3 1 (1.16%) Apache Spark
3 1 (1.16%) IIS
Applications
1 5 (5.81%) Microsoft Excel
1 5 (5.81%) Microsoft Office
2 2 (2.33%) MS Visio
3 1 (1.16%) Microsoft PowerPoint
Business Applications
1 3 (3.49%) SimCorp Dimension
1 3 (3.49%) thinkFolio
2 2 (2.33%) Oracle ERP
2 2 (2.33%) Oracle General Ledger
2 2 (2.33%) Oracle Subledger Accounting
2 2 (2.33%) SAP HR
2 2 (2.33%) Temenos Globus
2 2 (2.33%) Temenos T24
3 1 (1.16%) Eikon
3 1 (1.16%) Maximo
3 1 (1.16%) Salesforce.com CRM
Cloud Services
1 21 (24.42%) Azure
2 10 (11.63%) AWS
3 6 (6.98%) Microsoft 365
4 3 (3.49%) Power Platform
5 2 (2.33%) Power Automate
5 2 (2.33%) PowerApps
6 1 (1.16%) Azure Data Factory
6 1 (1.16%) IBM Blueworks
Communications & Networking
1 7 (8.14%) BGP
2 3 (3.49%) DHCP
2 3 (3.49%) DNS
3 1 (1.16%) Cisco IOS
3 1 (1.16%) Ethernet
3 1 (1.16%) Firewall
3 1 (1.16%) IPsec
3 1 (1.16%) IPv4
3 1 (1.16%) IPv6
3 1 (1.16%) LAN
3 1 (1.16%) SD-WAN
3 1 (1.16%) Skype
3 1 (1.16%) Software-Defined Networking
3 1 (1.16%) SSL
3 1 (1.16%) TCP/IP
3 1 (1.16%) Unified Communications
3 1 (1.16%) VPN
3 1 (1.16%) WAN
3 1 (1.16%) Wireless
3 1 (1.16%) WLAN
Database & Business Intelligence
1 9 (10.47%) SQL Server
2 6 (6.98%) Data Warehouse
3 5 (5.81%) NoSQL
4 2 (2.33%) Big Data
4 2 (2.33%) Metadata
4 2 (2.33%) Power BI
4 2 (2.33%) RDBMS
4 2 (2.33%) Relational Database
4 2 (2.33%) Tableau
5 1 (1.16%) Azure SQL Data Warehouse
5 1 (1.16%) Data Lake
Development Applications
1 2 (2.33%) Cucumber
1 2 (2.33%) Eclipse
General
1 42 (48.84%) Finance
2 28 (32.56%) Banking
3 14 (16.28%) Analytical Skills
3 14 (16.28%) Social Skills
4 7 (8.14%) Legal
5 6 (6.98%) Investment Banking
5 6 (6.98%) Public Sector
6 5 (5.81%) Marketing
7 4 (4.65%) Back Office
7 4 (4.65%) Front Office
8 3 (3.49%) Presentation Skills
9 2 (2.33%) Influencing Skills
9 2 (2.33%) Law
10 1 (1.16%) Documentation Skills
10 1 (1.16%) Financial Institution
10 1 (1.16%) Retail
10 1 (1.16%) Retail Banking
Job Titles
1 23 (26.74%) Analyst
2 18 (20.93%) Developer
3 11 (12.79%) Project Manager
4 10 (11.63%) Business Analyst
5 7 (8.14%) Analytics Developer
5 7 (8.14%) Data Scientist
5 7 (8.14%) Python Developer
6 5 (5.81%) Architect
6 5 (5.81%) Asset Management Analyst
6 5 (5.81%) Asset Management Business Analyst
6 5 (5.81%) Senior Developer
7 4 (4.65%) Full Stack Developer
7 4 (4.65%) IT Analyst
7 4 (4.65%) Senior Python Developer
7 4 (4.65%) ServiceNow Developer
7 4 (4.65%) Support Analyst
8 3 (3.49%) 2nd Line Engineer
8 3 (3.49%) Digital Architect
8 3 (3.49%) Digital Technical Architect
8 3 (3.49%) Python Team Leader
Libraries, Frameworks & Software Standards
1 11 (12.79%) AngularJS
2 8 (9.30%) Matplotlib
2 8 (9.30%) PyMC3
3 7 (8.14%) Angular 2
3 7 (8.14%) jQuery
3 7 (8.14%) Node.js
3 7 (8.14%) NumPy
3 7 (8.14%) Pandas
3 7 (8.14%) PyTorch
3 7 (8.14%) React
4 6 (6.98%) Web Services
5 4 (4.65%) HTML
5 4 (4.65%) HTML5
6 3 (3.49%) Ajax
6 3 (3.49%) Swing
6 3 (3.49%) Velocity
7 2 (2.33%) Oracle Fusion
7 2 (2.33%) RESTful
8 1 (1.16%) .NET
Miscellaneous
1 13 (15.12%) Fixed Income
2 11 (12.79%) Algorithms
3 8 (9.30%) Equities
3 8 (9.30%) Hedge funds
4 7 (8.14%) Foreign Exchange (FX)
4 7 (8.14%) Management Information System
5 6 (6.98%) CMDB
6 3 (3.49%) Mobile App
6 3 (3.49%) Reinsurance
6 3 (3.49%) Tandem
7 2 (2.33%) iPhone
8 1 (1.16%) BYOD
8 1 (1.16%) Data Centre
8 1 (1.16%) Distributed Denial-of-Service
8 1 (1.16%) Greenfield Project
8 1 (1.16%) Housing Association
8 1 (1.16%) iPad
8 1 (1.16%) IPTV
8 1 (1.16%) Legacy Applications
8 1 (1.16%) Video Conferencing
Operating Systems
1 9 (10.47%) Windows
2 4 (4.65%) Windows Server
3 3 (3.49%) Windows 10
4 2 (2.33%) Android
4 2 (2.33%) Mac OS
4 2 (2.33%) Unix
5 1 (1.16%) Apple iOS
5 1 (1.16%) Windows 7
Processes & Methodologies
1 23 (26.74%) Analytics
2 21 (24.42%) Agile Software Development
3 18 (20.93%) Mathematics
4 15 (17.44%) Problem-Solving
5 14 (16.28%) Investment Management
6 10 (11.63%) Bayesian Methods
6 10 (11.63%) Data Science
6 10 (11.63%) Stakeholder Management
6 10 (11.63%) Statistics
7 9 (10.47%) Computer Science
7 9 (10.47%) Portfolio Management
7 9 (10.47%) Software Engineering
8 8 (9.30%) Artificial Intelligence
8 8 (9.30%) Change Management
8 8 (9.30%) Data Cleansing
8 8 (9.30%) Natural Language Processing
8 8 (9.30%) Project Management
9 7 (8.14%) Scrum
10 6 (6.98%) Data Analysis
10 6 (6.98%) Migration
Programming Languages
1 18 (20.93%) Python
2 14 (16.28%) Java
3 12 (13.95%) SQL
4 10 (11.63%) JavaScript
5 7 (8.14%) C++
6 1 (1.16%) C#
6 1 (1.16%) PowerShell
6 1 (1.16%) VBA
Qualifications
1 12 (13.95%) Degree
2 2 (2.33%) PRINCE2 Certification
3 1 (1.16%) CISSP
3 1 (1.16%) Computer Science Degree
3 1 (1.16%) ITIL Foundation Certificate
3 1 (1.16%) MCP
Quality Assurance & Compliance
1 8 (9.30%) Data Quality
2 2 (2.33%) UCITS
3 1 (1.16%) AIFMD
3 1 (1.16%) MiFID
3 1 (1.16%) QA
3 1 (1.16%) SLA
System Software
1 6 (6.98%) Active Directory
2 3 (3.49%) VMware ESXi
2 3 (3.49%) VMware Infrastructure
3 2 (2.33%) Virtual Servers
4 1 (1.16%) Virtual Desktop
4 1 (1.16%) Virtual Machines
4 1 (1.16%) VMware NSX
Systems Management
1 2 (2.33%) vCenter Server
2 1 (1.16%) Cisco CUCM
2 1 (1.16%) Microsoft Intune
2 1 (1.16%) SCCM
2 1 (1.16%) SCOM
Vendors
1 19 (22.09%) Microsoft
2 9 (10.47%) Oracle
3 5 (5.81%) ServiceNow
4 4 (4.65%) Citrix
4 4 (4.65%) VMware
5 3 (3.49%) Bloomberg
5 3 (3.49%) Salesforce.com
5 3 (3.49%) SimCorp
6 2 (2.33%) Apple
6 2 (2.33%) Charles River
6 2 (2.33%) Cisco
6 2 (2.33%) Fidessa
6 2 (2.33%) jBASE
6 2 (2.33%) SAP
6 2 (2.33%) Temenos
6 2 (2.33%) Veeam
7 1 (1.16%) Dell
7 1 (1.16%) HP
7 1 (1.16%) IBM
7 1 (1.16%) Reuters