Period
to 24 July 2019

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Risk Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Risk Analysis over the 6 months to 24 July 2019 with a comparison to the same period in the previous 2 years.

Risk Analysis
Central London > City of London
6 months to
24 Jul 2019
Same period 2018 Same period 2017
Rank 302 333 280
Rank change year-on-year +31 -53 +58
Permanent jobs citing Risk Analysis 24 20 56
As % of all permanent IT jobs advertised in the City of London 0.23% 0.18% 0.55%
As % of the Processes & Methodologies category 0.25% 0.19% 0.59%
Number of salaries quoted 22 19 53
City of London median annual salary £60,000 £55,000 £65,000
Median salary % change year-on-year +9.09% -15.38% +18.18%
10th Percentile £40,950 £31,000 £48,500
90th Percentile £82,500 £78,750 £83,750
Central London median annual salary £60,000 £60,000 £62,500
% change year-on-year - -4.00% +19.05%

Risk Analysis 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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9,625 10,311 9,509
As % of all permanent IT jobs advertised in the City of London 93.44% 93.35% 92.64%
Number of salaries quoted 8,509 9,186 8,566
City of London median annual salary £65,000 £63,500 £60,000
Median salary % change year-on-year +2.36% +5.83% +4.35%
10th Percentile £37,500 £36,250 £35,000
90th Percentile £97,500 £93,750 £92,500
Central London median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% +4.35%

Risk Analysis
Job Vacancy Trend in the City of London

Job postings citing Risk Analysis as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Risk Analysis in the City of London

Risk Analysis
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Risk Analysis in the City of London.

Salary trend for Risk Analysis in the City of London

Risk Analysis
Salary Histogram in the City of London

The salary distribution of IT jobs citing Risk Analysis in the City of London over the 6 months to 24 July 2019.

Salary histogram for Risk Analysis in the City of London

For the 6 months to 24 July 2019, IT jobs citing Risk Analysis 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 City of London region with a requirement for Risk Analysis.

1 15 (62.50%) Agile Software Development
2 11 (45.83%) Finance
3 10 (41.67%) Python
4 9 (37.50%) Market Risk
4 9 (37.50%) Big Data
5 8 (33.33%) Pandas
5 8 (33.33%) Algorithms
5 8 (33.33%) SciPy
5 8 (33.33%) NumPy
5 8 (33.33%) MongoDB
5 8 (33.33%) ETL
5 8 (33.33%) Data Analysis
6 7 (29.17%) Hadoop
6 7 (29.17%) Apache Spark
7 6 (25.00%) Data Structures
7 6 (25.00%) NoSQL
7 6 (25.00%) Spread Betting
8 5 (20.83%) Degree
8 5 (20.83%) Stakeholder Management
8 5 (20.83%) Credit Risk
8 5 (20.83%) Fintech
9 4 (16.67%) Machine Learning
9 4 (16.67%) Analytics
9 4 (16.67%) Risk Management
9 4 (16.67%) SQL
9 4 (16.67%) Banking
10 3 (12.50%) Advertising
10 3 (12.50%) Investment Banking
10 3 (12.50%) Critical Path Analysis
10 3 (12.50%) Microsoft Office

Risk Analysis
Co-occurring IT Skills in the City of 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:

Application Platforms
1 7 (29.17%) Apache Spark
2 2 (8.33%) Confluence
2 2 (8.33%) Elasticsearch
2 2 (8.33%) SharePoint
3 1 (4.17%) SAS
Applications
1 3 (12.50%) Microsoft Office
2 1 (4.17%) Microsoft Excel
2 1 (4.17%) Microsoft PowerPoint
2 1 (4.17%) Microsoft Project
2 1 (4.17%) MS Visio
2 1 (4.17%) Spreadsheet
Cloud Services
1 1 (4.17%) Dynamics 365
1 1 (4.17%) Microsoft Azure
1 1 (4.17%) Office 365
1 1 (4.17%) PaaS
Database & Business Intelligence
1 9 (37.50%) Big Data
2 8 (33.33%) MongoDB
3 7 (29.17%) Hadoop
4 6 (25.00%) NoSQL
5 1 (4.17%) Data Mining
Development Applications
1 2 (8.33%) JIRA
General
1 11 (45.83%) Finance
2 4 (16.67%) Banking
3 3 (12.50%) Advertising
3 3 (12.50%) Investment Banking
4 2 (8.33%) Front Office
4 2 (8.33%) Law
4 2 (8.33%) Local Government
5 1 (4.17%) Marketing
Job Titles
1 8 (33.33%) Developer
2 7 (29.17%) Python Developer
3 6 (25.00%) Data Engineer
4 5 (20.83%) Analyst
4 5 (20.83%) Python Engineer
5 4 (16.67%) Business Analyst
6 3 (12.50%) Project Manager
7 2 (8.33%) Agile Business Analyst
7 2 (8.33%) Credit Analyst
7 2 (8.33%) Credit Risk Analyst
7 2 (8.33%) Credit Risk Business Analyst
7 2 (8.33%) Data Scientist
7 2 (8.33%) Django Developer
7 2 (8.33%) ETL Developer
7 2 (8.33%) MongoDB Developer
7 2 (8.33%) Python Developer - Fintech
7 2 (8.33%) Python/Django Developer
7 2 (8.33%) Risk Analyst
7 2 (8.33%) Risk Business Analyst
7 2 (8.33%) Risk Manager
Libraries, Frameworks & Software Standards
1 8 (33.33%) NumPy
1 8 (33.33%) Pandas
1 8 (33.33%) SciPy
2 2 (8.33%) Django
2 2 (8.33%) RESTful
3 1 (4.17%) .NET
3 1 (4.17%) MDX
Miscellaneous
1 9 (37.50%) Market Risk
2 8 (33.33%) Algorithms
3 6 (25.00%) Data Structures
3 6 (25.00%) Spread Betting
4 5 (20.83%) Credit Risk
5 3 (12.50%) Analytical Skills
6 1 (4.17%) Cyberthreat
6 1 (4.17%) Derivative
6 1 (4.17%) Hedge funds
6 1 (4.17%) Reinsurance
6 1 (4.17%) Robotics
6 1 (4.17%) Self-Motivation
Operating Systems
1 2 (8.33%) Unix
Processes & Methodologies
1 15 (62.50%) Agile Software Development
2 8 (33.33%) Data Analysis
2 8 (33.33%) ETL
3 5 (20.83%) Fintech
3 5 (20.83%) Stakeholder Management
4 4 (16.67%) Analytics
4 4 (16.67%) Machine Learning
4 4 (16.67%) Risk Management
5 3 (12.50%) Critical Path Analysis
5 3 (12.50%) Programme Delivery
5 3 (12.50%) Project Management
5 3 (12.50%) Visualisation
5 3 (12.50%) Waterfall
6 2 (8.33%) Data Migration
6 2 (8.33%) Data Science
6 2 (8.33%) Data Visualisation
6 2 (8.33%) Predictive Modelling
6 2 (8.33%) Problem-Solving
6 2 (8.33%) Stakeholder Engagement
6 2 (8.33%) Workflow Analysis
Programming Languages
1 10 (41.67%) Python
2 4 (16.67%) SQL
3 2 (8.33%) C
4 1 (4.17%) Data Analysis Expressions (DAX)
4 1 (4.17%) Haskell
4 1 (4.17%) Java
4 1 (4.17%) MATLAB
4 1 (4.17%) R
4 1 (4.17%) Scala
4 1 (4.17%) VBA
Qualifications
1 5 (20.83%) Degree
2 2 (8.33%) Numerate Degree
2 2 (8.33%) PRINCE2 Practitioner
2 2 (8.33%) Security Cleared
3 1 (4.17%) CISM
3 1 (4.17%) CISSP
3 1 (4.17%) Master's Degree
3 1 (4.17%) PhD
Quality Assurance & Compliance
1 3 (12.50%) QA
1 3 (12.50%) SLA
2 2 (8.33%) Data Quality
System Software
1 1 (4.17%) Docker
Systems Management
1 1 (4.17%) Kubernetes
Vendors
1 2 (8.33%) Capita
1 2 (8.33%) Microsoft
2 1 (4.17%) Oracle