PnL Attribution Contracts with Hybrid/Remote/WFH Options

P&L Attribution (Profit & Loss Explain)
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work requiring PnL Attribution skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited PnL Attribution over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 301 - 474
Rank change year-on-year - - +143
Contract jobs citing PnL Attribution 3 0 3
As % of all contract jobs with a WFH option 0.030% - 0.012%
As % of the Processes & Methodologies category 0.033% - 0.013%
Number of daily rates quoted 1 0 1
10th Percentile - - -
25th Percentile - - £625
Median daily rate (50th Percentile) £1,000 - £650
Median % change year-on-year - - -7.14%
75th Percentile - - £675
90th Percentile - - -
UK median daily rate £725 £685 £700
% change year-on-year +5.84% -2.14% -

All Process and Methodology Skills
Work from Home

PnL Attribution falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies with remote or hybrid options requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 9,021 13,483 23,229
As % of all contract jobs with a WFH option 91.08% 87.87% 89.84%
Number of daily rates quoted 6,191 8,996 16,418
10th Percentile £340 £325 £363
25th Percentile £419 £425 £450
Median daily rate (50th Percentile) £525 £525 £540
Median % change year-on-year - -2.78% +2.86%
75th Percentile £638 £638 £650
90th Percentile £763 £750 £750
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 224 579 532
10th Percentile £14.20 £15.17 £19.00
25th Percentile £19.56 £25.25 £30.54
Median hourly rate £39.52 £43.00 £55.00
Median % change year-on-year -8.09% -21.82% +57.14%
75th Percentile £66.13 £60.00 £68.75
90th Percentile £75.00 £75.25 £80.23
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

PnL Attribution
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing PnL Attribution as a proportion of all IT jobs advertised.

PnL Attribution trend for jobs with Hybrid/Remote/WFH options

PnL Attribution
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with remote working options citing PnL Attribution.

PnL Attribution daily rate for jobs with a WFH option

PnL Attribution
Co-occurring Skills and Capabilities with WFH Options by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

General
1 3 (100.00%) Banking
1 3 (100.00%) Front Office
2 2 (66.67%) Finance
3 1 (33.33%) Investment Banking
3 1 (33.33%) Social Skills
Job Titles
1 2 (66.67%) Developer
2 1 (33.33%) Front Office Developer
2 1 (33.33%) Programme Manager
2 1 (33.33%) Python Developer
2 1 (33.33%) Quantitative Risk Manager
2 1 (33.33%) Risk Manager
Miscellaneous
1 1 (33.33%) Derivative
1 1 (33.33%) Fixed Income
1 1 (33.33%) Foreign Exchange (FX)
1 1 (33.33%) Interest Rate Derivative
Processes & Methodologies
1 2 (66.67%) Computer Science
1 2 (66.67%) Risk Management
2 1 (33.33%) Analytics
2 1 (33.33%) Dashboard Development
2 1 (33.33%) Design Patterns
2 1 (33.33%) Mathematics
2 1 (33.33%) Monte Carlo Method
2 1 (33.33%) Physics
2 1 (33.33%) Pricing Analytics
2 1 (33.33%) Quantitative Research
2 1 (33.33%) Quantitative Risk Management
2 1 (33.33%) RAD
2 1 (33.33%) Resource Allocation
2 1 (33.33%) Software Engineering
2 1 (33.33%) Stochastic Calculus
Programming Languages
1 2 (66.67%) C++
1 2 (66.67%) Python
2 1 (33.33%) SQL
Qualifications
1 1 (33.33%) Degree
1 1 (33.33%) Master's Degree
1 1 (33.33%) Numerate Degree
1 1 (33.33%) PhD