Period
to 23 September 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 23 September 2018 with a comparison to the same period in the previous 2 years.

P&L Attribution (Profit & Loss Explain)
UK
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 1141 1196 1234
Rank change year-on-year +55 +38 +51
Permanent jobs citing PnL Attribution 16 4 7
As % of all permanent IT jobs advertised in the UK 0.010% 0.002% 0.004%
As % of the Processes & Methodologies category 0.011% 0.002% 0.004%
Number of salaries quoted 7 3 2
UK median annual salary £75,000 £36,250 £80,000
Median salary % change year-on-year +106.90% -54.69% -3.03%
10th Percentile £66,500 £28,625 £71,500
90th Percentile £94,000 £115,875 £92,500
UK excluding London median annual salary £75,000 £30,000 -
% change year-on-year +150.00% - -

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 150,479 160,844 176,344
As % of all permanent IT jobs advertised in the UK 91.03% 91.55% 90.89%
Number of salaries quoted 119,704 127,010 147,108
UK median annual salary £50,000 £50,000 £48,000
Median salary % change year-on-year - +4.17% +1.05%
10th Percentile £29,000 £28,250 £27,500
90th Percentile £82,500 £80,000 £78,750
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -

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 23 September 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 23 September 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 +59 16 £75,000 +106.90%
London +57 12 £75,000 -12.41%
UK excluding London +29 4 £75,000 +150.00%
South East - 4 £75,000 -

For the 6 months to 23 September 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 13 (81.25%) Derivative
2 10 (62.50%) Front Office
2 10 (62.50%) Analytics
3 9 (56.25%) C#
4 8 (50.00%) SQL
5 7 (43.75%) C++
5 7 (43.75%) OOP
5 7 (43.75%) OO
6 6 (37.50%) Cognizant
6 6 (37.50%) Fixed Income
6 6 (37.50%) Business Analysis
6 6 (37.50%) Banking
6 6 (37.50%) Information Management
6 6 (37.50%) Investment Banking
6 6 (37.50%) Data Governance
6 6 (37.50%) Analytical Skills
6 6 (37.50%) Big Data
7 5 (31.25%) Asset Management
7 5 (31.25%) Agile Software Development
7 5 (31.25%) Foreign Exchange (FX)
7 5 (31.25%) Python
8 4 (25.00%) Risk Management
8 4 (25.00%) Finance
8 4 (25.00%) Fund Management
8 4 (25.00%) Quantitative Research
9 3 (18.75%) Self-Motivation
9 3 (18.75%) WPF
9 3 (18.75%) Mathematics
9 3 (18.75%) Charles River
9 3 (18.75%) Project Management

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 (6.25%) Oracle SOA Suite
Applications
1 2 (12.50%) Microsoft Excel
2 1 (6.25%) Spreadsheet
Business Applications
1 1 (6.25%) Orchestrade
Cloud Services
1 1 (6.25%) OpenShift
Communications & Networking
1 1 (6.25%) HTTP
Database & Business Intelligence
1 6 (37.50%) Big Data
2 1 (6.25%) GIS
Development Applications
1 1 (6.25%) JIRA
1 1 (6.25%) SpecFlow
1 1 (6.25%) Team Foundation Server
General
1 10 (62.50%) Front Office
2 6 (37.50%) Banking
2 6 (37.50%) Investment Banking
3 4 (25.00%) Finance
Job Titles
1 10 (62.50%) Analyst
2 6 (37.50%) Business Analyst
3 5 (31.25%) Developer
4 3 (18.75%) Finance Business Analyst
4 3 (18.75%) Financial Analyst
4 3 (18.75%) Financial Business Analyst
4 3 (18.75%) Financial Services Business Analyst
4 3 (18.75%) Senior Analyst
4 3 (18.75%) Senior Business Analyst
4 3 (18.75%) Senior Financial Analyst
4 3 (18.75%) Service Analyst
5 2 (12.50%) Data Analyst
5 2 (12.50%) Derivatives Business Analyst
5 2 (12.50%) Qualitative Analyst
5 2 (12.50%) Quantitative Analyst
6 1 (6.25%) C# Developer
6 1 (6.25%) C++ Developer
6 1 (6.25%) Head of IT
6 1 (6.25%) IT Development Manager
6 1 (6.25%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 3 (18.75%) WPF
2 1 (6.25%) .NET
2 1 (6.25%) .NET Framework
2 1 (6.25%) HTML
2 1 (6.25%) REST
2 1 (6.25%) SOAP
Miscellaneous
1 13 (81.25%) Derivative
2 6 (37.50%) Analytical Skills
2 6 (37.50%) Fixed Income
3 5 (31.25%) Foreign Exchange (FX)
4 3 (18.75%) Credit Derivative
4 3 (18.75%) Self-Motivation
5 2 (12.50%) Equity Derivative
5 2 (12.50%) Exotic Derivative
5 2 (12.50%) Management Information System
6 1 (6.25%) Credit Risk
6 1 (6.25%) Enterprise Software
6 1 (6.25%) OTC Derivatives
Operating Systems
1 1 (6.25%) Linux
1 1 (6.25%) Windows
Processes & Methodologies
1 10 (62.50%) Analytics
2 7 (43.75%) OO
2 7 (43.75%) OOP
3 6 (37.50%) Business Analysis
3 6 (37.50%) Data Governance
3 6 (37.50%) Information Management
4 5 (31.25%) Agile Software Development
4 5 (31.25%) Asset Management
5 4 (25.00%) Fund Management
5 4 (25.00%) Quantitative Research
5 4 (25.00%) Risk Management
6 3 (18.75%) Mathematics
6 3 (18.75%) Project Management
6 3 (18.75%) Time Management
7 2 (12.50%) Investment Management
7 2 (12.50%) MVVM
8 1 (6.25%) BDD
8 1 (6.25%) Kanban
8 1 (6.25%) Requirements Analysis
8 1 (6.25%) Software Engineering
Programming Languages
1 9 (56.25%) C#
2 8 (50.00%) SQL
3 7 (43.75%) C++
4 5 (31.25%) Python
5 3 (18.75%) Java
6 2 (12.50%) Ada
7 1 (6.25%) JavaScript
7 1 (6.25%) PL/SQL
7 1 (6.25%) Scala
7 1 (6.25%) Shell Script
7 1 (6.25%) VBA
Qualifications
1 3 (18.75%) Degree
Quality Assurance & Compliance
1 2 (12.50%) MiFID
2 1 (6.25%) QA
2 1 (6.25%) UCITS
System Software
1 1 (6.25%) Docker
Systems Management
1 1 (6.25%) ITRS Geneos
1 1 (6.25%) Kubernetes
Vendors
1 6 (37.50%) Cognizant
2 3 (18.75%) Charles River
3 1 (6.25%) Murex
3 1 (6.25%) Oracle
3 1 (6.25%) Splunk