Period
to 24 March 2019

The following table provides summary statistics for permanent job vacancies with a requirement for Performance Attribution skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Performance Attribution over the 6 months to 24 March 2019 with a comparison to the same period in the previous 2 years.

Performance Attribution
UK
6 months to
24 Mar 2019
Same period 2018 Same period 2017
Rank 1087 1186 1115
Rank change year-on-year +99 -71 +125
Permanent jobs citing Performance Attribution 14 20 66
As % of all permanent IT jobs advertised in the UK 0.009% 0.011% 0.038%
As % of the Processes & Methodologies category 0.010% 0.012% 0.042%
Number of salaries quoted 11 10 20
UK median annual salary £80,000 £80,000 £57,500
Median salary % change year-on-year - +39.13% +4.55%
10th Percentile £52,500 £59,125 £52,125
90th Percentile £155,000 £93,000 £91,500
UK excluding London median annual salary £37,500 - £70,000

Performance 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 136,119 162,463 158,242
As % of all permanent IT jobs advertised in the UK 91.78% 91.80% 91.34%
Number of salaries quoted 107,178 132,306 130,225
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £30,000 £28,750 £27,500
90th Percentile £85,000 £81,250 £78,750
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Performance Attribution
Job Vacancy Trend

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

Job vacancy trend for Performance Attribution in the UK

Performance Attribution
Salary Trend

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

Salary trend for Performance Attribution in the UK

Performance Attribution
Salary Histogram

The salary distribution of IT jobs citing Performance Attribution over the 6 months to 24 March 2019.

Salary histogram for Performance Attribution in the UK

Performance Attribution
Top 6 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Performance Attribution within the UK over the 6 months to 24 March 2019. 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 +90 13 £80,000 -
London +60 12 £81,250 +1.56%
UK excluding London - 2 £37,500 -
North of England - 1 £37,500 -
Scotland - 1 - -
North West - 1 £37,500 -

For the 6 months to 24 March 2019, IT jobs citing Performance 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 Performance Attribution.

1 9 (64.29%) SQL
2 8 (57.14%) Asset Management
3 7 (50.00%) Data Analysis
3 7 (50.00%) Derivative
3 7 (50.00%) Finance
3 7 (50.00%) Fixed Income
4 6 (42.86%) Front Office
4 6 (42.86%) Agile Software Development
5 5 (35.71%) Degree
5 5 (35.71%) Risk Analysis
5 5 (35.71%) Investment Management
5 5 (35.71%) VBA
5 5 (35.71%) Python
5 5 (35.71%) Microsoft Excel
5 5 (35.71%) R
5 5 (35.71%) OTC Derivatives
6 4 (28.57%) Portfolio Management
7 3 (21.43%) BISAM
7 3 (21.43%) Analytics
7 3 (21.43%) Analytical Skills
7 3 (21.43%) Presales
7 3 (21.43%) Microsoft
7 3 (21.43%) Workflow
7 3 (21.43%) MATLAB
7 3 (21.43%) Scrum
7 3 (21.43%) Product Management
7 3 (21.43%) Marketing
7 3 (21.43%) Business Analysis
8 2 (14.29%) Web Analytics
8 2 (14.29%) Banking

Performance 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:

Applications
1 5 (35.71%) Microsoft Excel
Business Applications
1 1 (7.14%) thinkFolio
Cloud Services
1 2 (14.29%) Google Analytics
2 1 (7.14%) Adobe Analytics
2 1 (7.14%) Google Cloud Platform
2 1 (7.14%) Google Tag Manager
Database & Business Intelligence
1 1 (7.14%) BigQuery
General
1 7 (50.00%) Finance
2 6 (42.86%) Front Office
3 3 (21.43%) Marketing
4 2 (14.29%) Advertising
4 2 (14.29%) Banking
4 2 (14.29%) Financial Institution
5 1 (7.14%) Retail
Job Titles
1 11 (78.57%) Analyst
2 5 (35.71%) SQL Analyst
3 3 (21.43%) Business Analyst
4 2 (14.29%) Asset Management Analyst
4 2 (14.29%) Business Performance Analyst
4 2 (14.29%) Consultant
4 2 (14.29%) Data Analyst
4 2 (14.29%) Financial Analyst
4 2 (14.29%) Investment Management Business Analyst
4 2 (14.29%) Performance Analyst
4 2 (14.29%) Presales Consultant
4 2 (14.29%) SQL Data Analyst
4 2 (14.29%) Web Analyst
5 1 (7.14%) Asset Management Business Analyst
5 1 (7.14%) Product Analyst
5 1 (7.14%) Senior Analyst
5 1 (7.14%) Senior Web Analyst
Libraries, Frameworks & Software Standards
1 1 (7.14%) CSS
1 1 (7.14%) HTML
1 1 (7.14%) jQuery
Miscellaneous
1 7 (50.00%) Derivative
1 7 (50.00%) Fixed Income
2 5 (35.71%) OTC Derivatives
3 3 (21.43%) Analytical Skills
4 1 (7.14%) Foreign Exchange (FX)
4 1 (7.14%) Greenfield Project
4 1 (7.14%) Hedge funds
4 1 (7.14%) Management Information System
Processes & Methodologies
1 8 (57.14%) Asset Management
2 7 (50.00%) Data Analysis
3 6 (42.86%) Agile Software Development
4 5 (35.71%) Investment Management
4 5 (35.71%) Risk Analysis
5 4 (28.57%) Portfolio Management
6 3 (21.43%) Analytics
6 3 (21.43%) Business Analysis
6 3 (21.43%) Presales
6 3 (21.43%) Product Management
6 3 (21.43%) Scrum
6 3 (21.43%) Workflow
7 2 (14.29%) Business Intelligence
7 2 (14.29%) Mathematics
7 2 (14.29%) Web Analytics
8 1 (7.14%) Computer Science
8 1 (7.14%) Data Cleansing
8 1 (7.14%) Fund Accounting
8 1 (7.14%) Use Case
8 1 (7.14%) Wealth Management
Programming Languages
1 9 (64.29%) SQL
2 5 (35.71%) Python
2 5 (35.71%) R
2 5 (35.71%) VBA
3 3 (21.43%) MATLAB
4 1 (7.14%) C
4 1 (7.14%) JavaScript
Qualifications
1 5 (35.71%) Degree
2 1 (7.14%) Numerate Degree
Quality Assurance & Compliance
1 1 (7.14%) QA
Vendors
1 3 (21.43%) BISAM
1 3 (21.43%) Microsoft
2 2 (14.29%) FactSet
2 2 (14.29%) Google
2 2 (14.29%) StatPro
2 2 (14.29%) Tableau
3 1 (7.14%) Adobe
3 1 (7.14%) Advent
3 1 (7.14%) Charles River
3 1 (7.14%) DoubleClick
3 1 (7.14%) Fidessa
3 1 (7.14%) Hitwise
3 1 (7.14%) IBM
3 1 (7.14%) SimCorp
3 1 (7.14%) SunGard