Period
to 21 September 2020

The following table provides summary statistics for permanent job vacancies advertised in London 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 21 September 2020 with a comparison to the same period in the previous 2 years.

Performance Attribution
England > London
6 months to
21 Sep 2020
Same period 2019 Same period 2018
Rank 416 686 822
Rank change year-on-year +270 +136 +2
Permanent jobs citing Performance Attribution 62 53 12
As % of all permanent jobs advertised in London 0.30% 0.095% 0.017%
As % of the Processes & Methodologies category 0.33% 0.10% 0.019%
Number of salaries quoted 58 44 10
Median annual salary £126,250 £117,500 £130,000
Median salary % change year-on-year +7.45% -9.62% +40.54%
England median annual salary £126,250 £117,500 £130,000
% change year-on-year +7.45% -9.62% +40.54%

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 advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 19,012 51,677 63,748
As % of all permanent IT jobs advertised in London 93.38% 93.11% 92.68%
Number of salaries quoted 15,610 41,597 51,091
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £42,500 £36,250 £35,000
90th Percentile £108,750 £98,750 £95,000
England median annual salary £57,500 £52,500 £50,000
% change year-on-year +9.52% +5.00% -

Performance Attribution
Job Vacancy Trend in London

Job postings citing Performance Attribution as a proportion of all IT jobs advertised in London.

Job vacancy trend for Performance Attribution in London

Performance Attribution
Salary Trend in London

3-month moving average salary quoted in jobs citing Performance Attribution in London.

Salary trend for Performance Attribution in London

Performance Attribution
Salary Histogram in London

Salary distribution for jobs citing Performance Attribution in London over the 6 months to 21 September 2020.

Salary histogram for Performance Attribution in London

For the 6 months to 21 September 2020, 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 across the London region with a requirement for Performance Attribution.

1 60 (96.77%) Python
1 60 (96.77%) Agile Software Development
1 60 (96.77%) Asset Management
2 59 (95.16%) Front Office
2 59 (95.16%) Analytics
3 58 (93.55%) Investment Management
3 58 (93.55%) Fixed Income
4 56 (90.32%) Finance
4 56 (90.32%) Migration
4 56 (90.32%) Bloomberg
4 56 (90.32%) Derivative
4 56 (90.32%) Hedge funds
5 46 (74.19%) SQL
6 36 (58.06%) Mentoring
6 36 (58.06%) Performance Management
7 35 (56.45%) Data Analysis
7 35 (56.45%) Scrum
8 31 (50.00%) VBA
8 31 (50.00%) MATLAB
8 31 (50.00%) Microsoft Excel
8 31 (50.00%) Microsoft
8 31 (50.00%) Business Analysis
8 31 (50.00%) Fund Management
8 31 (50.00%) Risk Analysis
8 31 (50.00%) R
8 31 (50.00%) OTC Derivatives
9 29 (46.77%) Decision-Making
9 29 (46.77%) Data Analytics
9 29 (46.77%) Software Engineering
10 25 (40.32%) Artificial Intelligence

Performance Attribution
Co-occurring IT Skills in London 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 31 (50.00%) Microsoft Excel
Business Applications
1 25 (40.32%) FINCAD Analytics
Cloud Services
1 25 (40.32%) AWS
2 4 (6.45%) Azure
3 2 (3.23%) SaaS
Database & Business Intelligence
1 25 (40.32%) Amazon Athena
1 25 (40.32%) Amazon DynamoDB
1 25 (40.32%) PostgreSQL
2 4 (6.45%) NoSQL
Development Applications
1 4 (6.45%) Git (software)
General
1 59 (95.16%) Front Office
2 56 (90.32%) Finance
3 25 (40.32%) Banking
Job Titles
1 50 (80.65%) Finance Manager
2 20 (32.26%) Analytics Manager
2 20 (32.26%) Head of Analytics
2 20 (32.26%) Head of Finance
3 14 (22.58%) Development Manager
4 11 (17.74%) Performance Manager
5 9 (14.52%) Analyst
5 9 (14.52%) Business Analyst
5 9 (14.52%) Engineering Manager
5 9 (14.52%) Fixed Income Business Analyst
6 6 (9.68%) Asset Management Analyst
6 6 (9.68%) Asset Management Business Analyst
6 6 (9.68%) Lead Business Analyst
7 4 (6.45%) Data Analysis Manager
7 4 (6.45%) Delivery Manager
7 4 (6.45%) Developer
7 4 (6.45%) Python Developer
7 4 (6.45%) Software Delivery Manager
7 4 (6.45%) Software Manager
8 3 (4.84%) Front Office Developer
Libraries, Frameworks & Software Standards
1 25 (40.32%) J2EE
1 25 (40.32%) Web Services
2 4 (6.45%) NumPy
2 4 (6.45%) Pandas
Miscellaneous
1 58 (93.55%) Fixed Income
2 56 (90.32%) Derivative
2 56 (90.32%) Hedge funds
3 31 (50.00%) OTC Derivatives
4 4 (6.45%) Analytical Skills
4 4 (6.45%) Data Structures
Operating Systems
1 4 (6.45%) Linux
Processes & Methodologies
1 60 (96.77%) Agile Software Development
1 60 (96.77%) Asset Management
2 59 (95.16%) Analytics
3 58 (93.55%) Investment Management
4 56 (90.32%) Migration
5 36 (58.06%) Mentoring
5 36 (58.06%) Performance Management
6 35 (56.45%) Data Analysis
6 35 (56.45%) Scrum
7 31 (50.00%) Business Analysis
7 31 (50.00%) Fund Management
7 31 (50.00%) Risk Analysis
8 29 (46.77%) Data Analytics
8 29 (46.77%) Decision-Making
8 29 (46.77%) Software Engineering
9 25 (40.32%) Artificial Intelligence
10 6 (9.68%) Problem-Solving
11 4 (6.45%) Co-Creation
11 4 (6.45%) Quantitative Investing
11 4 (6.45%) Quantitative Research
Programming Languages
1 60 (96.77%) Python
2 46 (74.19%) SQL
3 31 (50.00%) MATLAB
3 31 (50.00%) R
3 31 (50.00%) VBA
4 25 (40.32%) C#
4 25 (40.32%) C++
4 25 (40.32%) Java
4 25 (40.32%) JavaScript
4 25 (40.32%) Kotlin
Quality Assurance & Compliance
1 2 (3.23%) Data Quality
System Software
1 4 (6.45%) Docker
Systems Management
1 4 (6.45%) Kubernetes
Vendors
1 56 (90.32%) Bloomberg
2 31 (50.00%) Microsoft