Period
to 22 February 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 22 February 2020 with a comparison to the same period in the previous 2 years.

Performance Attribution
England > London
6 months to
22 Feb 2020
Same period 2019 Same period 2018
Rank 429 768 818
Rank change year-on-year +339 +50 -64
Permanent jobs citing Performance Attribution 287 10 17
As % of all permanent IT jobs advertised in London 0.57% 0.016% 0.024%
As % of the Processes & Methodologies category 0.61% 0.017% 0.026%
Number of salaries quoted 247 10 9
London median annual salary £125,000 £106,250 £77,500
Median salary % change year-on-year +17.65% +37.10% +34.78%
10th Percentile £101,250 £66,125 £49,500
90th Percentile £161,250 £155,000 £95,750
England median annual salary £125,000 £82,500 £77,500
% change year-on-year +51.52% +6.45% +34.78%

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 47,112 58,156 65,581
As % of all permanent IT jobs advertised in London 93.31% 92.74% 93.53%
Number of salaries quoted 37,777 46,950 53,852
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% -
10th Percentile £37,500 £35,064 £35,000
90th Percentile £100,000 £95,000 £92,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Performance Attribution
Job Vacancy Trend in London

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

Job vacancy trend for Performance Attribution in London

Performance Attribution
Salary Trend in London

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

Salary trend for Performance Attribution in London

Performance Attribution
Salary Histogram in London

The salary distribution of IT jobs citing Performance Attribution in London over the 6 months to 22 February 2020.

Salary histogram for Performance Attribution in London

Performance Attribution
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Performance Attribution within the London region over the 6 months to 22 February 2020. 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
Central London +22 1 £55,000 -63.33% 1
Performance Attribution
England

For the 6 months to 22 February 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.

1 267 (93.03%) Asset Management
2 254 (88.50%) Investment Management
3 253 (88.15%) Front Office
4 244 (85.02%) Fixed Income
4 244 (85.02%) Derivative
5 234 (81.53%) Hedge funds
6 231 (80.49%) Python
7 226 (78.75%) AWS
8 220 (76.66%) Web Services
9 214 (74.56%) Mentoring
10 206 (71.78%) Agile Software Development
11 205 (71.43%) Finance
12 194 (67.60%) Analytics
13 188 (65.51%) Java
14 187 (65.16%) Bloomberg
15 184 (64.11%) Equities
16 168 (58.54%) Banking
16 168 (58.54%) Artificial Intelligence
16 168 (58.54%) Software Engineering
17 160 (55.75%) JavaScript
18 152 (52.96%) J2EE
19 150 (52.26%) C#
20 141 (49.13%) Data Analytics
21 138 (48.08%) Performance Management
22 130 (45.30%) C++
23 128 (44.60%) Azure
24 125 (43.55%) Kotlin
25 118 (41.11%) Machine Learning
26 109 (37.98%) SQL
27 108 (37.63%) GCP

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 29 (10.10%) MS Visio
Business Applications
1 105 (36.59%) FINCAD Analytics
2 81 (28.22%) PolarLake
3 76 (26.48%) Eagle PACE
3 76 (26.48%) Markit EDM
Cloud Services
1 226 (78.75%) AWS
2 128 (44.60%) Azure
3 108 (37.63%) GCP
4 30 (10.45%) Amazon ECS
4 30 (10.45%) Amazon SQS
5 20 (6.97%) Cloud Computing
5 20 (6.97%) Power Platform
Database & Business Intelligence
1 105 (36.59%) PostgreSQL
2 95 (33.10%) Amazon Athena
2 95 (33.10%) Amazon DynamoDB
3 37 (12.89%) NoSQL
4 30 (10.45%) Amazon Redshift
5 20 (6.97%) BusinessObjects
5 20 (6.97%) Couchbase
5 20 (6.97%) Oracle Database
5 20 (6.97%) Power BI
5 20 (6.97%) SQL Server
5 20 (6.97%) SQL Server Integration Services
5 20 (6.97%) SQL Server Reporting Services
6 6 (2.09%) Big Data
7 1 (0.35%) Crystal Reports
Development Applications
1 27 (9.41%) Git (software)
2 20 (6.97%) NUnit
2 20 (6.97%) Octopus Deploy
2 20 (6.97%) Oracle Forms
2 20 (6.97%) SpecFlow
2 20 (6.97%) Team Foundation Server
2 20 (6.97%) Visual Studio
General
1 253 (88.15%) Front Office
2 205 (71.43%) Finance
3 168 (58.54%) Banking
4 60 (20.91%) Back Office
5 30 (10.45%) Investment Banking
Job Titles
1 62 (21.60%) Engineering Manager
2 60 (20.91%) Development Manager
3 59 (20.56%) Data Manager
4 58 (20.21%) Analytics Manager
5 50 (17.42%) Developer
6 37 (12.89%) Front Office Developer
7 36 (12.54%) Data Analytics Manager
8 34 (11.85%) Analyst
9 23 (8.01%) Data Analysis Manager
10 22 (7.67%) Software Manager
11 20 (6.97%) Delivery Manager
11 20 (6.97%) Software Delivery Manager
12 18 (6.27%) Head of Analytics
12 18 (6.27%) Head of Data Analytics
12 18 (6.27%) Head of Data Management
13 16 (5.57%) Business Analyst
14 14 (4.88%) Head of Reference Data
14 14 (4.88%) JavaScript Developer
14 14 (4.88%) Oracle Analyst
14 14 (4.88%) React Developer
Libraries, Frameworks & Software Standards
1 220 (76.66%) Web Services
2 152 (52.96%) J2EE
3 30 (10.45%) AngularJS
3 30 (10.45%) Node.js
3 30 (10.45%) React
3 30 (10.45%) Redux
4 20 (6.97%) .NET
4 20 (6.97%) ASP.NET
4 20 (6.97%) ASP.NET Core
4 20 (6.97%) ASP.NET Web API
4 20 (6.97%) ASP.NET Web Forms
4 20 (6.97%) FpML
4 20 (6.97%) REST
4 20 (6.97%) SOAP
4 20 (6.97%) WCF
4 20 (6.97%) XML
4 20 (6.97%) XSD
5 7 (2.44%) Flask
5 7 (2.44%) NumPy
5 7 (2.44%) Pandas
Miscellaneous
1 244 (85.02%) Derivative
1 244 (85.02%) Fixed Income
2 234 (81.53%) Hedge funds
3 184 (64.11%) Equities
4 82 (28.57%) Reference Data
5 68 (23.69%) Equity Derivative
6 58 (20.21%) Exotic Derivative
7 50 (17.42%) Foreign Exchange (FX)
8 30 (10.45%) Blog
9 7 (2.44%) Analytical Skills
9 7 (2.44%) Data Structures
Operating Systems
1 20 (6.97%) Unix
2 7 (2.44%) Linux
Processes & Methodologies
1 267 (93.03%) Asset Management
2 254 (88.50%) Investment Management
3 214 (74.56%) Mentoring
4 206 (71.78%) Agile Software Development
5 194 (67.60%) Analytics
6 168 (58.54%) Artificial Intelligence
6 168 (58.54%) Software Engineering
7 141 (49.13%) Data Analytics
8 138 (48.08%) Performance Management
9 118 (41.11%) Machine Learning
10 105 (36.59%) Migration
11 102 (35.54%) Decision-Making
12 88 (30.66%) Open Source
13 76 (26.48%) Data Management
13 76 (26.48%) Enterprise Data Management
14 73 (25.44%) Portfolio Management
15 70 (24.39%) Data Analysis
16 39 (13.59%) Fund Management
17 33 (11.50%) Business Analysis
17 33 (11.50%) Pair Programming
Programming Languages
1 231 (80.49%) Python
2 188 (65.51%) Java
3 160 (55.75%) JavaScript
4 150 (52.26%) C#
5 130 (45.30%) C++
6 125 (43.55%) Kotlin
7 109 (37.98%) SQL
8 78 (27.18%) R
9 20 (6.97%) PL/SQL
9 20 (6.97%) T-SQL
10 7 (2.44%) Bash Shell
Quality Assurance & Compliance
1 9 (3.14%) Data Quality
System Software
1 37 (12.89%) Docker
Systems Management
1 30 (10.45%) Terraform
2 20 (6.97%) Automic
Vendors
1 187 (65.16%) Bloomberg
2 68 (23.69%) Google
3 56 (19.51%) Reuters
4 20 (6.97%) Cadence
4 20 (6.97%) FactSet
4 20 (6.97%) Microsoft
4 20 (6.97%) Oracle
4 20 (6.97%) SAP
5 2 (0.70%) Cognizant