Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 15 October 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 15 October 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
15 Oct 2018		 Same period 2017 Same period 2016
Rank 947 980 999
Rank change year-on-year +33 +19 +70
Permanent jobs citing Charles River 198 200 233
As % of all permanent IT jobs advertised in the UK 0.12% 0.12% 0.12%
As % of the Vendors category 0.28% 0.26% 0.28%
Number of salaries quoted 185 162 194
UK median annual salary £75,000 £75,000 £67,500
Median salary % change year-on-year - +11.11% -10.00%
10th Percentile £49,250 £46,875 £42,500
90th Percentile £115,000 £106,250 £92,675
UK excluding London median annual salary £75,000 £70,000 £58,750
% change year-on-year +7.14% +19.15% +14.63%

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 70,487 77,165 83,717
As % of all permanent IT jobs advertised in the UK 42.83% 44.39% 43.96%
Number of salaries quoted 54,645 59,744 67,667
UK median annual salary £50,000 £47,500 £46,000
Median salary % change year-on-year +5.26% +3.26% +2.22%
10th Percentile £27,000 £26,250 £26,250
90th Percentile £80,000 £75,000 £75,000
UK excluding London median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% +5.00%

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 15 October 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 15 October 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 +36 193 £75,000 - 6
London +47 190 £75,000 - 6
UK excluding London +8 8 £75,000 +7.14% 2
Scotland -11 5 £36,500 -47.86% 2
South East +5 3 £75,000 -14.29%

For the 6 months to 15 October 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.

1 161 (81.31%) Front Office
2 153 (77.27%) Asset Management
3 148 (74.75%) Investment Management
4 143 (72.22%) SQL
5 129 (65.15%) Finance
6 124 (62.63%) thinkFolio
7 120 (60.61%) Fixed Income
8 118 (59.60%) Derivative
9 115 (58.08%) Equities
10 105 (53.03%) Hedge funds
11 103 (52.02%) Foreign Exchange (FX)
12 93 (46.97%) SimCorp
13 86 (43.43%) Calypso
14 84 (42.42%) Front Arena
15 83 (41.92%) Markit EDM
16 81 (40.91%) C#
17 71 (35.86%) Business Analysis
18 68 (34.34%) .NET
19 64 (32.32%) SQL Server
20 62 (31.31%) Banking
21 59 (29.80%) Agile Software Development
22 49 (24.75%) Continuous Integration
23 47 (23.74%) Software Engineering
24 45 (22.73%) DevOps
24 45 (22.73%) Oracle
25 43 (21.72%) Java
26 39 (19.70%) Jenkins
27 38 (19.19%) TeamCity
28 37 (18.69%) Stakeholder Management
29 36 (18.18%) Amazon AWS

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 25 (12.63%) Oracle Workflow
2 4 (2.02%) MQSeries
3 1 (0.51%) SharePoint
Applications
1 8 (4.04%) Microsoft Excel
2 6 (3.03%) Microsoft Office
2 6 (3.03%) Microsoft PowerPoint
2 6 (3.03%) MS Visio
Business Applications
1 124 (62.63%) thinkFolio
2 84 (42.42%) Front Arena
3 83 (41.92%) Markit EDM
4 28 (14.14%) Eagle PACE
5 25 (12.63%) Bloomberg AIM
6 18 (9.09%) LatentZero
7 10 (5.05%) LongView
8 4 (2.02%) Sentinel
9 3 (1.52%) Advent Geneva
9 3 (1.52%) Tradar
10 1 (0.51%) SAP GRC
10 1 (0.51%) SAP HR
Cloud Services
1 36 (18.18%) Amazon AWS
2 2 (1.01%) Microsoft Azure
3 1 (0.51%) SaaS
Communications & Networking
1 1 (0.51%) DNS
1 1 (0.51%) Firewall
1 1 (0.51%) Intranet
1 1 (0.51%) WAN
Database & Business Intelligence
1 64 (32.32%) SQL Server
2 32 (16.16%) Crystal Reports
3 11 (5.56%) SQL Server 2012
4 5 (2.53%) Oracle Database
5 3 (1.52%) Oracle Database 10g
5 3 (1.52%) Relational Database
6 1 (0.51%) RDBMS
6 1 (0.51%) SQL Server 2014
Development Applications
1 39 (19.70%) Jenkins
2 38 (19.19%) TeamCity
3 30 (15.15%) Atlassian Bamboo
4 22 (11.11%) Octopus Deploy
5 19 (9.60%) MSBuild
6 16 (8.08%) Visual Studio Team System
7 2 (1.01%) NUnit
7 2 (1.01%) Selenium
7 2 (1.01%) SpecFlow
8 1 (0.51%) JIRA
8 1 (0.51%) Maven
General
1 161 (81.31%) Front Office
2 129 (65.15%) Finance
3 62 (31.31%) Banking
4 25 (12.63%) Investment Banking
5 7 (3.54%) Back Office
6 5 (2.53%) Marketing
7 3 (1.52%) Law
8 1 (0.51%) Financial Institution
Job Titles
1 53 (26.77%) Analyst
2 50 (25.25%) Developer
3 33 (16.67%) C# Developer
4 30 (15.15%) Finance Manager
5 25 (12.63%) Applications Support
5 25 (12.63%) Consultant
5 25 (12.63%) Implementation Manager
5 25 (12.63%) Support Analyst
6 17 (8.59%) Business Analyst
7 16 (8.08%) Applications Support Analyst
8 15 (7.58%) Implementation Consultant
9 13 (6.57%) Architect
10 12 (6.06%) .NET Developer
10 12 (6.06%) C# .NET Developer
10 12 (6.06%) Java Developer
10 12 (6.06%) SQL Developer
11 11 (5.56%) AWS Architect
11 11 (5.56%) Java Consultant
11 11 (5.56%) Senior Analyst
11 11 (5.56%) Technical Consultant
Libraries, Frameworks & Software Standards
1 68 (34.34%) .NET
2 33 (16.67%) XML
3 14 (7.07%) AngularJS
4 12 (6.06%) Node.js
4 12 (6.06%) React
4 12 (6.06%) Spring
5 11 (5.56%) Web Services
6 10 (5.05%) FIX Protocol
7 9 (4.55%) WCF
7 9 (4.55%) WPF
8 7 (3.54%) TIBCO EMS
8 7 (3.54%) XSLT
9 4 (2.02%) J2EE
10 2 (1.01%) SOAP
11 1 (0.51%) Middleware
11 1 (0.51%) SailPoint
Miscellaneous
1 120 (60.61%) Fixed Income
2 118 (59.60%) Derivative
3 115 (58.08%) Equities
4 105 (53.03%) Hedge funds
5 103 (52.02%) Foreign Exchange (FX)
6 29 (14.65%) Exotic Derivative
7 10 (5.05%) Analytical Skills
8 4 (2.02%) Data Centre
8 4 (2.02%) Equity Derivative
8 4 (2.02%) OTC Derivatives
8 4 (2.02%) Self-Motivation
9 3 (1.52%) Fintech
10 2 (1.01%) Computer Science
10 2 (1.01%) Reference Data
11 1 (0.51%) Blackberry
11 1 (0.51%) Client/Server
11 1 (0.51%) Data Structures
11 1 (0.51%) Greenfield Project
11 1 (0.51%) Management Information System
11 1 (0.51%) N-Tier
Operating Systems
1 20 (10.10%) Unix
2 15 (7.58%) Windows
3 8 (4.04%) Windows Server
4 2 (1.01%) Linux
Processes & Methodologies
1 153 (77.27%) Asset Management
2 148 (74.75%) Investment Management
3 71 (35.86%) Business Analysis
4 59 (29.80%) Agile Software Development
5 49 (24.75%) Continuous Integration
6 47 (23.74%) Software Engineering
7 45 (22.73%) DevOps
8 37 (18.69%) Stakeholder Management
9 34 (17.17%) Workflow
10 33 (16.67%) Fund Management
11 29 (14.65%) Continuous Deployment
12 27 (13.64%) Portfolio Management
13 22 (11.11%) TDD
14 20 (10.10%) Data Management
15 13 (6.57%) Test Automation
16 10 (5.05%) Problem-Solving
16 10 (5.05%) Project Management
17 9 (4.55%) Enterprise Architecture
17 9 (4.55%) Multithreading
17 9 (4.55%) Risk Management
Programming Languages
1 143 (72.22%) SQL
2 81 (40.91%) C#
3 43 (21.72%) Java
4 30 (15.15%) Perl
5 27 (13.64%) PowerShell
6 14 (7.07%) Python
7 13 (6.57%) JavaScript
8 10 (5.05%) Shell Script
9 5 (2.53%) C
10 3 (1.52%) PL/SQL
10 3 (1.52%) VBA
11 1 (0.51%) T-SQL
Qualifications
1 8 (4.04%) Degree
2 1 (0.51%) CFA
2 1 (0.51%) Computer Science Degree
2 1 (0.51%) ITIL Certification
2 1 (0.51%) Master's Degree
2 1 (0.51%) PMI Certification
2 1 (0.51%) PMP
Quality Assurance & Compliance
1 4 (2.02%) MiFID
2 2 (1.01%) SLA
System Software
1 13 (6.57%) Docker
2 1 (0.51%) Active Directory
Systems Management
1 15 (7.58%) Control-M
2 8 (4.04%) Kubernetes
3 7 (3.54%) Terraform
4 1 (0.51%) DatAdvantage
4 1 (0.51%) ITRS Geneos
Vendors
1 93 (46.97%) SimCorp
2 86 (43.43%) Calypso
3 45 (22.73%) Oracle
4 34 (17.17%) Bloomberg
5 28 (14.14%) FXall
6 13 (6.57%) Microsoft
7 9 (4.55%) IBM
8 8 (4.04%) TIBCO
9 4 (2.02%) Sybase
10 3 (1.52%) Advent
10 3 (1.52%) Eze Castle Integration
10 3 (1.52%) FNZ
10 3 (1.52%) Sophis
11 2 (1.01%) FactSet
11 2 (1.01%) Guidewire
12 1 (0.51%) Avaloq
12 1 (0.51%) MarketAxess
12 1 (0.51%) ServiceNow
12 1 (0.51%) Tradeweb
12 1 (0.51%) Varonis