Period
to 18 January 2021

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 18 January 2021 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
18 Jan 2021
Same period 2020 Same period 2019
Rank 697 835 880
Rank change year-on-year +138 +45 +138
Permanent jobs citing Charles River 57 201 244
As % of all permanent jobs advertised in the UK 0.091% 0.16% 0.16%
As % of the Vendors category 0.24% 0.38% 0.38%
Number of salaries quoted 54 197 150
Median annual salary £90,000 £82,500 £67,500
Median salary % change year-on-year +9.09% +22.22% -3.57%
10th Percentile £65,000 £58,750 £48,750
90th Percentile £117,625 £132,500 £112,500
UK excluding London median annual salary - £82,500 -

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 23,831 52,277 63,513
As % of all permanent IT jobs advertised in the UK 38.04% 41.69% 41.94%
Number of salaries quoted 18,615 40,394 49,348
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £31,250 £27,500 £27,500
90th Percentile £85,000 £85,000 £81,250
UK excluding London median annual salary £46,000 £45,000 £45,000
% change year-on-year +2.22% - +5.88%

Charles River
Job Vacancy Trend

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

Job vacancy trend for Charles River in the UK

Charles River
Salary Trend

3-month moving average salary quoted in jobs citing Charles River.

Salary trend for Charles River in the UK

Charles River
Salary Histogram

Salary distribution for jobs citing Charles River over the 6 months to 18 January 2021.

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 18 January 2021. 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 +127 54 £90,000 +9.09% 4
London +63 54 £90,000 +9.09% 4
Work from Home -51 16 £90,000 -18.18%
UK excluding London +209 3 - -
Scotland +38 3 - -

For the 6 months to 18 January 2021, 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 50 (87.72%) Finance
2 30 (52.63%) Front Office
3 27 (47.37%) Asset Management
4 21 (36.84%) Investment Management
5 18 (31.58%) Business Analysis
6 16 (28.07%) Performance Tuning
6 16 (28.07%) SaaS
6 16 (28.07%) Hedge funds
7 15 (26.32%) SimCorp
7 15 (26.32%) Software Engineering
7 15 (26.32%) C#
7 15 (26.32%) .NET
7 15 (26.32%) SQL Server
8 14 (24.56%) Fixed Income
8 14 (24.56%) Continuous Improvement
8 14 (24.56%) AWS
8 14 (24.56%) Mentoring
8 14 (24.56%) Coaching
8 14 (24.56%) Markit EDM
8 14 (24.56%) SQL Server 2017
8 14 (24.56%) Observability
8 14 (24.56%) Requirements Gathering
9 13 (22.81%) Kafka
9 13 (22.81%) User Experience
9 13 (22.81%) MongoDB
9 13 (22.81%) NoSQL
9 13 (22.81%) Agile Software Development
9 13 (22.81%) WCF
9 13 (22.81%) WPF
9 13 (22.81%) Calypso

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:

Business Applications
1 14 (24.56%) Markit EDM
2 12 (21.05%) SimCorp Dimension
3 2 (3.51%) thinkFolio
4 1 (1.75%) Bloomberg AIM
4 1 (1.75%) Elite 3E
Cloud Services
1 16 (28.07%) SaaS
2 14 (24.56%) AWS
3 2 (3.51%) Azure
3 2 (3.51%) GCP
Database & Business Intelligence
1 15 (26.32%) SQL Server
2 14 (24.56%) SQL Server 2017
3 13 (22.81%) MongoDB
3 13 (22.81%) NoSQL
4 1 (1.75%) SQL Server Integration Services
4 1 (1.75%) SQL Server Reporting Services
4 1 (1.75%) Tableau
General
1 50 (87.72%) Finance
2 30 (52.63%) Front Office
3 2 (3.51%) Advertising
3 2 (3.51%) Legal
4 1 (1.75%) Banking
4 1 (1.75%) Investment Banking
4 1 (1.75%) Law
Job Titles
1 21 (36.84%) Analyst
2 18 (31.58%) Business Analyst
2 18 (31.58%) Charles River Analyst
2 18 (31.58%) Charles River Business Analyst
3 15 (26.32%) Developer
4 12 (21.05%) Architect
4 12 (21.05%) Enterprise Architect
5 8 (14.04%) C# Developer
6 2 (3.51%) Applications Support
6 2 (3.51%) Applications Support Analyst
6 2 (3.51%) Charles River Expert
6 2 (3.51%) Data Engineer
6 2 (3.51%) Senior Data Engineer
6 2 (3.51%) Subject Matter Expert
6 2 (3.51%) Support Analyst
7 1 (1.75%) Asset Management Consultant
7 1 (1.75%) Charles River Developer
7 1 (1.75%) Consultant
7 1 (1.75%) IT Manager
7 1 (1.75%) Report Manager
Libraries, Frameworks & Software Standards
1 15 (26.32%) .NET
2 13 (22.81%) Kafka
2 13 (22.81%) WCF
2 13 (22.81%) WPF
3 12 (21.05%) Web Services
4 1 (1.75%) .NET Framework
Miscellaneous
1 16 (28.07%) Hedge funds
2 14 (24.56%) Fixed Income
3 13 (22.81%) User Experience
4 12 (21.05%) Equities
4 12 (21.05%) Foreign Exchange (FX)
4 12 (21.05%) Reference Data
5 3 (5.26%) Derivative
6 2 (3.51%) Analytical Skills
Processes & Methodologies
1 27 (47.37%) Asset Management
2 21 (36.84%) Investment Management
3 18 (31.58%) Business Analysis
4 16 (28.07%) Performance Tuning
5 15 (26.32%) Software Engineering
6 14 (24.56%) Coaching
6 14 (24.56%) Continuous Improvement
6 14 (24.56%) Mentoring
6 14 (24.56%) Observability
6 14 (24.56%) Requirements Gathering
7 13 (22.81%) Agile Software Development
8 12 (21.05%) Architectural Design
9 6 (10.53%) Wealth Management
10 5 (8.77%) Portfolio Management
11 2 (3.51%) Analytics
11 2 (3.51%) Data Architecture
11 2 (3.51%) Data Engineering
11 2 (3.51%) Data Mapping
11 2 (3.51%) Decision-Making
11 2 (3.51%) Open Source
Programming Languages
1 15 (26.32%) C#
2 6 (10.53%) SQL
3 1 (1.75%) Java
3 1 (1.75%) Python
3 1 (1.75%) VB.NET
Quality Assurance & Compliance
1 1 (1.75%) Data Quality
1 1 (1.75%) EMIR
1 1 (1.75%) MiFID
Vendors
1 15 (26.32%) SimCorp
2 13 (22.81%) Calypso
3 12 (21.05%) GoldenSource
4 6 (10.53%) Bloomberg
5 2 (3.51%) FactSet
5 2 (3.51%) Reuters
6 1 (1.75%) Avaloq
6 1 (1.75%) FNZ
6 1 (1.75%) Murex
6 1 (1.75%) StatPro
6 1 (1.75%) Temenos