Period
to 22 July 2018

The table below provides summary statistics for permanent job vacancies with a requirement for knowledge and experience of Charles River products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Charles River over the 6 months to 22 July 2018 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Charles River Systems, Inc.

Charles River
UK
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 946 1054 1027
Rank change year-on-year +108 -27 +102
Permanent jobs citing Charles River 221 150 257
As % of all permanent IT jobs advertised in the UK 0.13% 0.084% 0.13%
As % of the Vendors category 0.29% 0.19% 0.28%
Number of salaries quoted 198 122 192
UK median annual salary £80,000 £75,000 £70,000
Median salary % change year-on-year +6.67% +7.14% -6.67%
10th Percentile £55,500 £52,500 £45,000
90th Percentile £120,000 £93,750 £92,500
UK excluding London median annual salary £70,000 £76,250 £45,000
% change year-on-year -8.20% +69.44% -10.00%

Charles River is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 76,261 79,438 91,072
As % of all permanent IT jobs advertised in the UK 43.97% 44.46% 44.99%
Number of salaries quoted 59,396 62,569 74,189
UK median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% -
10th Percentile £26,750 £26,250 £26,250
90th Percentile £77,500 £75,000 £74,750
UK excluding London median annual salary £43,000 £42,000 £41,500
% change year-on-year +2.38% +1.20% +3.75%

Charles River
Job Vacancy Trend

Job postings citing Charles River as a percentage of all IT jobs advertised.

Job vacancy trend for Charles River in the UK

Charles River
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Charles River.

Salary trend for Charles River in the UK

Charles River
Salary Histogram

The salary distribution of IT jobs citing Charles River over the 6 months to 22 July 2018.

Salary histogram for Charles River in the UK

Charles River
Top 5 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Charles River within the UK over the 6 months to 22 July 2018. 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
England +103 215 £80,000 +6.67% 13
London +79 212 £80,000 +6.67% 13
UK excluding London +5 9 £70,000 -8.20% 1
Scotland -12 6 £40,000 -33.33% 1
South East +2 3 £75,000 -14.29%

For the 6 months to 22 July 2018, IT jobs citing Charles River also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Charles River.

1 170 (76.92%) Front Office
2 159 (71.95%) Asset Management
3 151 (68.33%) SQL
4 143 (64.71%) Investment Management
5 141 (63.80%) thinkFolio
6 134 (60.63%) Fixed Income
7 130 (58.82%) Finance
8 119 (53.85%) Equities
9 117 (52.94%) Derivative
10 98 (44.34%) SimCorp
11 97 (43.89%) C#
12 95 (42.99%) Foreign Exchange (FX)
13 91 (41.18%) Front Arena
14 87 (39.37%) Calypso
15 83 (37.56%) Hedge funds
16 73 (33.03%) Markit EDM
17 65 (29.41%) .NET
18 63 (28.51%) Software Engineering
19 57 (25.79%) Agile Software Development
19 57 (25.79%) Banking
19 57 (25.79%) DevOps
20 56 (25.34%) Eagle PACE
21 55 (24.89%) Continuous Integration
22 54 (24.43%) Business Analysis
23 50 (22.62%) SQL Server
24 47 (21.27%) Jenkins
25 44 (19.91%) Exotic Derivative
25 44 (19.91%) Bloomberg
25 44 (19.91%) FXall
25 44 (19.91%) Continuous Deployment

Charles River
Co-occurring IT Skills 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 14 (6.33%) Oracle Workflow
2 6 (2.71%) MQSeries
Applications
1 12 (5.43%) Microsoft Excel
2 5 (2.26%) Microsoft PowerPoint
2 5 (2.26%) MS Visio
3 4 (1.81%) Microsoft Office
Business Applications
1 141 (63.80%) thinkFolio
2 91 (41.18%) Front Arena
3 73 (33.03%) Markit EDM
4 56 (25.34%) Eagle PACE
5 29 (13.12%) Bloomberg AIM
6 12 (5.43%) LatentZero
7 8 (3.62%) LongView
8 4 (1.81%) Advent Geneva
8 4 (1.81%) Tradar
9 2 (0.90%) Sentinel
10 1 (0.45%) BondVision
10 1 (0.45%) Eikon
Cloud Services
1 39 (17.65%) Amazon AWS
2 1 (0.45%) GitHub
2 1 (0.45%) Microsoft Azure
2 1 (0.45%) Office 365
Communications & Networking
1 2 (0.90%) Intranet
2 1 (0.45%) FIX Connectivity
2 1 (0.45%) VPN
Database & Business Intelligence
1 50 (22.62%) SQL Server
2 19 (8.60%) Crystal Reports
3 11 (4.98%) SQL Server 2012
4 6 (2.71%) Oracle Database
4 6 (2.71%) Relational Database
5 4 (1.81%) SQL Server 2008
6 3 (1.36%) Oracle Database 10g
6 3 (1.36%) PostgreSQL
7 2 (0.90%) RDBMS
8 1 (0.45%) Ingres
8 1 (0.45%) MongoDB
8 1 (0.45%) MySQL
8 1 (0.45%) Oracle BI EE
8 1 (0.45%) SQL Server 2014
Development Applications
1 47 (21.27%) Jenkins
2 41 (18.55%) Atlassian Bamboo
3 35 (15.84%) TeamCity
4 28 (12.67%) Visual Studio Team System
5 13 (5.88%) MSBuild
6 7 (3.17%) Octopus Deploy
7 6 (2.71%) Selenium
7 6 (2.71%) SpecFlow
8 5 (2.26%) NUnit
9 2 (0.90%) JIRA
10 1 (0.45%) Maven
10 1 (0.45%) Vagrant
General
1 170 (76.92%) Front Office
2 130 (58.82%) Finance
3 57 (25.79%) Banking
4 28 (12.67%) Investment Banking
5 6 (2.71%) Back Office
6 4 (1.81%) Marketing
7 1 (0.45%) Law
Job Titles
1 63 (28.51%) Analyst
2 58 (26.24%) Developer
3 39 (17.65%) C# Developer
4 35 (15.84%) Finance Manager
5 33 (14.93%) Applications Support
6 26 (11.76%) Business Analyst
6 26 (11.76%) Consultant
7 25 (11.31%) Support Analyst
8 21 (9.50%) Applications Support Analyst
8 21 (9.50%) Development Manager
9 18 (8.14%) Implementation Manager
10 15 (6.79%) .NET Developer
10 15 (6.79%) C# .NET Developer
10 15 (6.79%) Implementation Consultant
11 14 (6.33%) AWS DevOps
12 13 (5.88%) AWS Developer
12 13 (5.88%) DevOps Developer
13 11 (4.98%) Software Consultant
13 11 (4.98%) Technical Consultant
13 11 (4.98%) Technical Implementation Consultant
Libraries, Frameworks & Software Standards
1 65 (29.41%) .NET
2 24 (10.86%) XML
3 12 (5.43%) AngularJS
3 12 (5.43%) FIX Protocol
4 10 (4.52%) XSLT
5 9 (4.07%) ASP.NET
5 9 (4.07%) Node.js
5 9 (4.07%) React
5 9 (4.07%) Spring
5 9 (4.07%) WCF
5 9 (4.07%) WPF
6 8 (3.62%) J2EE
7 6 (2.71%) TIBCO EMS
8 5 (2.26%) SOAP
9 4 (1.81%) ASP.NET MVC
9 4 (1.81%) Entity Framework
9 4 (1.81%) LINQ
9 4 (1.81%) Middleware
9 4 (1.81%) Task Parallel Library
10 1 (0.45%) Kafka
Miscellaneous
1 134 (60.63%) Fixed Income
2 119 (53.85%) Equities
3 117 (52.94%) Derivative
4 95 (42.99%) Foreign Exchange (FX)
5 83 (37.56%) Hedge funds
6 44 (19.91%) Exotic Derivative
7 9 (4.07%) Analytical Skills
8 5 (2.26%) Fintech
8 5 (2.26%) OTC Derivatives
9 4 (1.81%) Self-Motivation
10 3 (1.36%) Client/Server
10 3 (1.36%) Computer Science
11 2 (0.90%) Equity Derivative
11 2 (0.90%) N-Tier
11 2 (0.90%) Reference Data
11 2 (0.90%) Virtual Team
12 1 (0.45%) Data Structures
12 1 (0.45%) Greenfield Project
12 1 (0.45%) User Experience
Operating Systems
1 26 (11.76%) Unix
2 13 (5.88%) Windows
3 6 (2.71%) Windows Server
4 3 (1.36%) Linux
5 1 (0.45%) Windows 10
5 1 (0.45%) Windows 7
Processes & Methodologies
1 159 (71.95%) Asset Management
2 143 (64.71%) Investment Management
3 63 (28.51%) Software Engineering
4 57 (25.79%) Agile Software Development
4 57 (25.79%) DevOps
5 55 (24.89%) Continuous Integration
6 54 (24.43%) Business Analysis
7 44 (19.91%) Continuous Deployment
8 37 (16.74%) TDD
9 36 (16.29%) Fund Management
10 29 (13.12%) Stakeholder Management
11 26 (11.76%) Portfolio Management
12 22 (9.95%) Workflow
13 21 (9.50%) Problem-Solving
14 20 (9.05%) Data Management
15 19 (8.60%) Mentoring
16 18 (8.14%) Performance Management
17 16 (7.24%) Line Management
18 11 (4.98%) Test Automation
19 9 (4.07%) Dependency Injection
Programming Languages
1 151 (68.33%) SQL
2 97 (43.89%) C#
3 36 (16.29%) Java
4 18 (8.14%) Perl
5 15 (6.79%) PowerShell
6 12 (5.43%) JavaScript
6 12 (5.43%) Python
7 9 (4.07%) Shell Script
8 7 (3.17%) VBA
9 4 (1.81%) VB.NET
10 3 (1.36%) PL/SQL
11 2 (0.90%) C
11 2 (0.90%) C++
12 1 (0.45%) Scala
12 1 (0.45%) T-SQL
Qualifications
1 16 (7.24%) Degree
2 3 (1.36%) ITIL Certification
3 2 (0.90%) CFA
4 1 (0.45%) Computer Science Degree
4 1 (0.45%) Master's Degree
Quality Assurance & Compliance
1 6 (2.71%) MiFID
2 1 (0.45%) SLA
System Software
1 23 (10.41%) Docker
Systems Management
1 13 (5.88%) Control-M
2 9 (4.07%) Terraform
3 8 (3.62%) Kubernetes
4 2 (0.90%) ITRS Geneos
5 1 (0.45%) Opscode Chef
5 1 (0.45%) Puppet
Vendors
1 98 (44.34%) SimCorp
2 87 (39.37%) Calypso
3 44 (19.91%) Bloomberg
3 44 (19.91%) FXall
4 37 (16.74%) Oracle
5 11 (4.98%) Microsoft
6 9 (4.07%) TIBCO
7 7 (3.17%) Sybase
8 6 (2.71%) IBM
9 5 (2.26%) FNZ
9 5 (2.26%) GoldenSource
10 4 (1.81%) Advent
10 4 (1.81%) Cadence
10 4 (1.81%) Eze Castle Integration
10 4 (1.81%) FactSet
10 4 (1.81%) Sophis
10 4 (1.81%) Tradeweb
11 3 (1.36%) MarketAxess
11 3 (1.36%) Portware
12 2 (0.90%) Avaloq