Period
to 17 July 2018

The following table provides summary statistics for permanent job vacancies with a requirement for PnL Attribution skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited PnL Attribution over the 6 months to 17 July 2018 with a comparison to the same period in the previous 2 years.

P&L Attribution (Profit & Loss Explain)
UK
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 1162 1176 1285
Rank change year-on-year +14 +109 +14
Permanent jobs citing PnL Attribution 20 8 10
As % of all permanent IT jobs advertised in the UK 0.011% 0.005% 0.005%
As % of the Processes & Methodologies category 0.013% 0.005% 0.005%
Number of salaries quoted 9 7 2
UK median annual salary £75,000 £55,000 £97,500
Median salary % change year-on-year +36.36% -43.59% +21.88%
10th Percentile £58,000 £31,250 £85,750
90th Percentile £87,000 £111,000 £115,250
UK excluding London median annual salary £75,000 £71,000 -
% change year-on-year +5.63% - -

PnL Attribution is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 159,438 161,090 183,017
As % of all permanent IT jobs advertised in the UK 90.68% 90.70% 90.02%
Number of salaries quoted 127,376 129,920 152,232
UK median annual salary £50,000 £49,000 £47,500
Median salary % change year-on-year +2.04% +3.16% -
10th Percentile £29,000 £28,000 £27,500
90th Percentile £82,500 £80,000 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +1.19%

PnL Attribution
Job Vacancy Trend

Job postings citing PnL Attribution as a percentage of all IT jobs advertised.

Job vacancy trend for PnL Attribution in the UK

PnL Attribution
Salary Trend

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

Salary trend for PnL Attribution in the UK

PnL Attribution
Salary Histogram

The salary distribution of IT jobs citing PnL Attribution over the 6 months to 17 July 2018.

Salary histogram for PnL Attribution in the UK

PnL Attribution
Top 4 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PnL Attribution within the UK over the 6 months to 17 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 +31 20 £75,000 +36.36% 2
London +30 16 £75,000 +64.38% 2
UK excluding London 0 4 £75,000 +5.63%
South East - 4 £75,000 -

For the 6 months to 17 July 2018, IT jobs citing PnL Attribution 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 PnL Attribution.

1 16 (80.00%) Derivative
2 15 (75.00%) Front Office
3 11 (55.00%) SQL
4 10 (50.00%) Banking
4 10 (50.00%) Analytical Skills
5 9 (45.00%) Analytics
5 9 (45.00%) Investment Banking
5 9 (45.00%) Finance
5 9 (45.00%) C#
6 8 (40.00%) OO
6 8 (40.00%) Big Data
7 6 (30.00%) Data Governance
7 6 (30.00%) Equity Derivative
7 6 (30.00%) Fixed Income
7 6 (30.00%) Information Management
7 6 (30.00%) Business Analysis
7 6 (30.00%) Agile Software Development
7 6 (30.00%) Python
7 6 (30.00%) Cognizant
7 6 (30.00%) C++
7 6 (30.00%) Java
7 6 (30.00%) OOP
8 5 (25.00%) Foreign Exchange (FX)
8 5 (25.00%) Asset Management
8 5 (25.00%) Investment Management
8 5 (25.00%) Greeks
8 5 (25.00%) Self-Motivation
9 4 (20.00%) Quantitative Research
9 4 (20.00%) Fund Management
9 4 (20.00%) Linux

PnL Attribution
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 1 (5.00%) Apache Spark
1 1 (5.00%) Oracle Coherence
1 1 (5.00%) Oracle SOA Suite
Applications
1 1 (5.00%) Microsoft Excel
Cloud Services
1 1 (5.00%) OpenShift
Communications & Networking
1 1 (5.00%) HTTP
Database & Business Intelligence
1 8 (40.00%) Big Data
2 2 (10.00%) KDB
2 2 (10.00%) Oracle Database
3 1 (5.00%) GIS
Development Applications
1 3 (15.00%) JUnit
2 1 (5.00%) Git (software)
2 1 (5.00%) Jenkins
2 1 (5.00%) JIRA
2 1 (5.00%) Maven
2 1 (5.00%) Mockito
2 1 (5.00%) SonarQube
2 1 (5.00%) SpecFlow
2 1 (5.00%) Team Foundation Server
2 1 (5.00%) TeamCity
General
1 15 (75.00%) Front Office
2 10 (50.00%) Banking
3 9 (45.00%) Finance
3 9 (45.00%) Investment Banking
4 1 (5.00%) Corporate Banking
Job Titles
1 11 (55.00%) Analyst
2 8 (40.00%) Developer
3 6 (30.00%) Business Analyst
4 4 (20.00%) Java Developer
4 4 (20.00%) Service Analyst
5 3 (15.00%) Finance Business Analyst
5 3 (15.00%) Financial Analyst
5 3 (15.00%) Financial Business Analyst
5 3 (15.00%) Financial Services Business Analyst
5 3 (15.00%) Senior Analyst
5 3 (15.00%) Senior Business Analyst
5 3 (15.00%) Senior Financial Analyst
6 2 (10.00%) Applications Support
6 2 (10.00%) Data Analyst
6 2 (10.00%) Derivatives Business Analyst
6 2 (10.00%) Qualitative Analyst
6 2 (10.00%) Quantitative Analyst
7 1 (5.00%) Applications Support Analyst
7 1 (5.00%) Business IT Analyst
7 1 (5.00%) C# Developer
Libraries, Frameworks & Software Standards
1 3 (15.00%) Web Services
1 3 (15.00%) WPF
2 2 (10.00%) SOAP
2 2 (10.00%) Spring
3 1 (5.00%) .NET
3 1 (5.00%) .NET Framework
3 1 (5.00%) HTML
3 1 (5.00%) JMS
3 1 (5.00%) Kafka
3 1 (5.00%) REST
3 1 (5.00%) WSDL
Miscellaneous
1 16 (80.00%) Derivative
2 10 (50.00%) Analytical Skills
3 6 (30.00%) Equity Derivative
3 6 (30.00%) Fixed Income
4 5 (25.00%) Foreign Exchange (FX)
4 5 (25.00%) Self-Motivation
5 2 (10.00%) Credit Derivative
5 2 (10.00%) Credit Risk
5 2 (10.00%) Equity Risk
5 2 (10.00%) Exotic Derivative
5 2 (10.00%) Management Information System
6 1 (5.00%) Data Structures
6 1 (5.00%) Enterprise Software
6 1 (5.00%) Equities
6 1 (5.00%) Grid Computing
6 1 (5.00%) Interest Rate Derivative
6 1 (5.00%) Market Risk
6 1 (5.00%) OTC Derivatives
Operating Systems
1 4 (20.00%) Linux
2 2 (10.00%) Unix
3 1 (5.00%) Windows
Processes & Methodologies
1 9 (45.00%) Analytics
2 8 (40.00%) OO
3 6 (30.00%) Agile Software Development
3 6 (30.00%) Business Analysis
3 6 (30.00%) Data Governance
3 6 (30.00%) Information Management
3 6 (30.00%) OOP
4 5 (25.00%) Asset Management
4 5 (25.00%) Greeks
4 5 (25.00%) Investment Management
5 4 (20.00%) Fund Management
5 4 (20.00%) Quantitative Research
6 3 (15.00%) Mathematics
6 3 (15.00%) Project Management
6 3 (15.00%) Risk Management
6 3 (15.00%) Time Management
6 3 (15.00%) Wealth Management
7 2 (10.00%) ITIL
7 2 (10.00%) MVVM
7 2 (10.00%) Scrum
Programming Languages
1 11 (55.00%) SQL
2 9 (45.00%) C#
3 6 (30.00%) C++
3 6 (30.00%) Java
3 6 (30.00%) Python
4 3 (15.00%) Scala
4 3 (15.00%) Shell Script
5 2 (10.00%) Ada
6 1 (5.00%) Bash Shell
6 1 (5.00%) JavaScript
6 1 (5.00%) PL/SQL
Qualifications
1 3 (15.00%) Degree
Quality Assurance & Compliance
1 2 (10.00%) MiFID
2 1 (5.00%) QA
2 1 (5.00%) SLA
2 1 (5.00%) UCITS
System Software
1 1 (5.00%) Docker
Systems Management
1 1 (5.00%) ITRS Geneos
1 1 (5.00%) Kubernetes
Vendors
1 6 (30.00%) Cognizant
2 4 (20.00%) Oracle
3 3 (15.00%) Charles River
3 3 (15.00%) Sybase
4 2 (10.00%) Bloomberg
4 2 (10.00%) GigaSpaces
4 2 (10.00%) Reuters
5 1 (5.00%) Foundry
5 1 (5.00%) Splunk