Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 19 August 2017

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 19 August 2017 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
19 Aug 2017		 Same period 2016 Same period 2015
Rank 1009 1016 1078
Rank change year-on-year +7 +62 +53
Permanent jobs citing Charles River 174 248 218
As % of all permanent IT jobs advertised in the UK 0.098% 0.13% 0.10%
As % of the Vendors category 0.22% 0.28% 0.22%
Number of salaries quoted 140 190 177
UK median annual salary £75,000 £70,000 £75,000
Median salary % change year-on-year +7.14% -6.67% +15.38%
10th Percentile £51,875 £45,000 £48,250
90th Percentile £105,125 £92,500 £91,250
UK excluding London median annual salary £70,000 £45,000 £50,000
% change year-on-year +55.56% -10.00% -4.76%

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 vendor product and service related skills in permanent job vacancies.

Vendor Product & Service Skills
UK
Permanent job vacancies with a requirement for skills associated with vendor products and/or services 78778 87669 100991
As % of all permanent IT job vacancies advertised in the UK 44.53% 44.46% 46.46%
Number of salaries quoted 61439 71281 81543
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £75,000 £75,000
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +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 19 August 2017.

Salary histogram for Charles River in the UK

Charles River
Top 7 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 19 August 2017. 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 +32 167 £75,000 +7.14% 8
London -19 162 £75,000 +7.14% 8
UK excluding London +50 12 £70,000 +55.56%
Scotland -8 7 £70,000 +53.01%
South East +68 4 £87,500 +94.44%
North of England - 1 £30,000 -
Yorkshire - 1 £30,000 -

For the 6 months to 19 August 2017, IT jobs citing Charles River also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Charles River.

1 122 (70.11%) Asset Management
1 122 (70.11%) Investment Management
2 108 (62.07%) Front Office
3 85 (48.85%) thinkFolio
4 55 (31.61%) SQL
5 50 (28.74%) Markit EDM
6 37 (21.26%) Business Analysis
7 36 (20.69%) Agile Software Development
8 35 (20.11%) Data Management
9 31 (17.82%) Hedge funds
10 29 (16.67%) Fixed Income
11 26 (14.94%) Finance
12 25 (14.37%) MiFID
13 22 (12.64%) FIX Protocol
13 22 (12.64%) Fund Management
14 20 (11.49%) Derivative
14 20 (11.49%) Waterfall
14 20 (11.49%) Stakeholder Management
15 19 (10.92%) Project Management
15 19 (10.92%) EMIR
16 18 (10.34%) Wealth Management
16 18 (10.34%) Bloomberg
17 17 (9.77%) Equities
17 17 (9.77%) Eagle PACE
17 17 (9.77%) Portfolio Management
17 17 (9.77%) Banking
17 17 (9.77%) Investment Banking
18 14 (8.05%) Murex
18 14 (8.05%) Mentoring
19 13 (7.47%) 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:

Application Platforms
1 4 (2.30%) Blackberry Enterprise Server
2 3 (1.72%) SharePoint
3 1 (0.57%) Exchange Server 2010
3 1 (0.57%) Exchange Server 2013
3 1 (0.57%) MS Exchange
Applications
1 11 (6.32%) Microsoft Excel
2 10 (5.75%) MS Visio
3 7 (4.02%) Microsoft Office
4 5 (2.87%) Microsoft PowerPoint
5 4 (2.30%) Microsoft Project
6 1 (0.57%) Spreadsheet
Business Applications
1 85 (48.85%) thinkFolio
2 50 (28.74%) Markit EDM
3 17 (9.77%) Eagle PACE
4 13 (7.47%) LatentZero
5 11 (6.32%) Bloomberg AIM
6 7 (4.02%) Minerva
7 6 (3.45%) SimCorp Dimension
8 5 (2.87%) Sentinel
9 2 (1.15%) Advent Geneva
9 2 (1.15%) Front Arena
9 2 (1.15%) LongView
9 2 (1.15%) Summit
9 2 (1.15%) SunGard APT
10 1 (0.57%) Bloomberg TOMS
10 1 (0.57%) Eze OMS
Cloud Services
1 1 (0.57%) Office 365
Communications & Networking
1 5 (2.87%) Cisco IPT
1 5 (2.87%) Firewall
1 5 (2.87%) IP Telephony
2 4 (2.30%) Cisco Nexus
2 4 (2.30%) LAN
2 4 (2.30%) MPLS
2 4 (2.30%) Network Security
2 4 (2.30%) VPN
2 4 (2.30%) WAN
2 4 (2.30%) Wireless
3 2 (1.15%) Intranet
4 1 (0.57%) Cisco IOS
Database & Business Intelligence
1 11 (6.32%) Big Data
2 5 (2.87%) Oracle Database
3 4 (2.30%) Relational Database
4 2 (1.15%) Crystal Reports
4 2 (1.15%) SAP HANA
5 1 (0.57%) QlikView
5 1 (0.57%) SQL Server
Development Applications
1 7 (4.02%) JIRA
2 4 (2.30%) Sonatype Nexus
3 2 (1.15%) Git (software)
3 2 (1.15%) Jenkins
4 1 (0.57%) InstallShield
General
1 108 (62.07%) Front Office
2 26 (14.94%) Finance
3 17 (9.77%) Banking
3 17 (9.77%) Investment Banking
4 11 (6.32%) Legal
5 7 (4.02%) Back Office
6 1 (0.57%) Advertising
6 1 (0.57%) Financial Institution
6 1 (0.57%) Law
6 1 (0.57%) Retail
Job Titles
1 96 (55.17%) Analyst
2 65 (37.36%) Business Analyst
3 41 (23.56%) Applications Support
4 26 (14.94%) Asset Management Analyst
5 25 (14.37%) Support Analyst
6 22 (12.64%) Asset Management Business Analyst
7 21 (12.07%) Investment Management Business Analyst
8 19 (10.92%) Applications Support Analyst
8 19 (10.92%) Charles River Business Analyst
9 15 (8.62%) Project Manager
10 13 (7.47%) Data Analyst
11 11 (6.32%) Front Office Business Analyst
11 11 (6.32%) Junior
12 10 (5.75%) Charles River Support Analyst
13 9 (5.17%) Support Manager
14 8 (4.60%) Junior Applications Support
15 6 (3.45%) Asset Management Project Manager
15 6 (3.45%) IT Analyst
15 6 (3.45%) Systems Analyst
16 5 (2.87%) Architect
Libraries, Frameworks & Software Standards
1 22 (12.64%) FIX Protocol
2 3 (1.72%) .NET
3 2 (1.15%) REST
3 2 (1.15%) RESTful
Miscellaneous
1 31 (17.82%) Hedge funds
2 29 (16.67%) Fixed Income
3 20 (11.49%) Derivative
4 17 (9.77%) Equities
5 7 (4.02%) Analytical Skills
6 4 (2.30%) Blackberry
6 4 (2.30%) Data Centre
6 4 (2.30%) Foreign Exchange (FX)
7 2 (1.15%) Client/Server
7 2 (1.15%) Computer Science
7 2 (1.15%) Reference Data
8 1 (0.57%) Fintech
8 1 (0.57%) OTC Derivatives
Operating Systems
1 8 (4.60%) Linux
2 6 (3.45%) Windows
3 4 (2.30%) Ubuntu
3 4 (2.30%) Windows Server
4 3 (1.72%) Unix
5 2 (1.15%) Windows Server 2012
6 1 (0.57%) Windows 7
6 1 (0.57%) Windows Server 2008
Processes & Methodologies
1 122 (70.11%) Asset Management
1 122 (70.11%) Investment Management
2 37 (21.26%) Business Analysis
3 36 (20.69%) Agile Software Development
4 35 (20.11%) Data Management
5 22 (12.64%) Fund Management
6 20 (11.49%) Stakeholder Management
6 20 (11.49%) Waterfall
7 19 (10.92%) Project Management
8 18 (10.34%) Wealth Management
9 17 (9.77%) Portfolio Management
10 14 (8.05%) Mentoring
11 13 (7.47%) Data Architecture
12 12 (6.90%) KYC
13 11 (6.32%) Client Onboarding
14 9 (5.17%) Requirements Analysis
15 8 (4.60%) Anti-Money Laundering
15 8 (4.60%) Workflow
16 7 (4.02%) Change Management
16 7 (4.02%) SDLC
Programming Languages
1 55 (31.61%) SQL
2 9 (5.17%) PowerShell
3 7 (4.02%) C#
3 7 (4.02%) VBA
4 2 (1.15%) C++
4 2 (1.15%) Java
4 2 (1.15%) Perl
4 2 (1.15%) Python
4 2 (1.15%) Shell Script
5 1 (0.57%) C
5 1 (0.57%) VBScript
Qualifications
1 13 (7.47%) Degree
2 8 (4.60%) CFA
3 5 (2.87%) PMP
4 4 (2.30%) CCIE
4 4 (2.30%) Cisco Certification
4 4 (2.30%) CISSP
4 4 (2.30%) ISEB
5 1 (0.57%) ITIL Certification
5 1 (0.57%) MCP
5 1 (0.57%) PMI Certification
Quality Assurance & Compliance
1 25 (14.37%) MiFID
2 19 (10.92%) EMIR
3 12 (6.90%) Dodd-Frank
4 8 (4.60%) UCITS
5 7 (4.02%) AIFMD
5 7 (4.02%) Solvency II
6 6 (3.45%) QA
7 3 (1.72%) SLA
8 1 (0.57%) FATCA
8 1 (0.57%) FINRA
System Software
1 2 (1.15%) XenApp
1 2 (1.15%) XenDesktop
2 1 (0.57%) Hyper-V
2 1 (0.57%) Microsoft App-V
Systems Management
1 4 (2.30%) Ansible
1 4 (2.30%) Opscode Chef
1 4 (2.30%) Puppet
2 2 (1.15%) SCCM
Vendors
1 18 (10.34%) Bloomberg
2 14 (8.05%) Murex
3 13 (7.47%) Calypso
4 12 (6.90%) Microsoft
5 11 (6.32%) Fidessa
5 11 (6.32%) Salesforce.com
6 10 (5.75%) SimCorp
7 7 (4.02%) GoldenSource
8 6 (3.45%) Cisco
8 6 (3.45%) Eze Castle Integration
8 6 (3.45%) FactSet
8 6 (3.45%) Oracle
9 4 (2.30%) Avaloq
9 4 (2.30%) CheckPoint
9 4 (2.30%) CyberArk
9 4 (2.30%) Google
9 4 (2.30%) Red Hat
9 4 (2.30%) Varonis
10 3 (1.72%) Reuters
10 3 (1.72%) StatPro