The table below looks at the prevalence of the term Credit Risk in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Credit Risk over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Credit Risk
London / City of London
Rank 193 214 249
Rank change year-on-year
+21 +35
Permanent jobs citing Credit Risk 36 41 74
As % of all permanent IT jobs located in the City of London 0.72% 0.60% 0.71%
As % of the Miscellaneous category 1.49% 1.35% 1.64%
Number of salaries quoted 33 22 61
Median salary £62,500 £58,750 £82,500
Median salary % change year-on-year
+6.38% -28.78%
90% offered a salary of more than £45,000 £52,750 £40,000
10% offered a salary of more than £77,500 £72,500 £100,000
UK excluding London median salary £37,500 £50,000 £50,000
% change year-on-year
-25.00% -

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the City of London region.

Miscellaneous Category
City of London
Permanent IT job ads with a match in the
Miscellaneous category
2413 3036 4515
As % of all permanent IT jobs located in the City of London 48.01% 44.60% 43.59%
Number of salaries quoted 2213 2628 3765
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year
- +9.09%
90% offered a salary of more than £35,000 £37,500 £35,000
10% offered a salary of more than £95,000 £82,500 £87,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Credit Risk
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Credit Risk as a proportion of all IT jobs with a match in the Miscellaneous category.

Credit Risk Jobs Demand Trend in the City of London

Credit Risk
Salary Trend in the City of London

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

Credit Risk Salary Trend in the City of London

Credit Risk
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Credit Risk across the City of London region over the 3 months to 27 February 2017.

Credit Risk Salary Histogram in the City of London

Credit Risk
Top 30 Related IT Skills in the City of London

For the 6 months to 27 February 2017, IT jobs citing Credit Risk also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the City of London region with a requirement for Credit Risk.

1 53 (60.23%) Finance
2 40 (45.45%) Analytics
3 38 (43.18%) Business Intelligence
4 37 (42.05%) Big Data
5 36 (40.91%) Marketing
5 36 (40.91%) Banking
5 36 (40.91%) Web Analytics
6 35 (39.77%) Market Risk
7 31 (35.23%) SQL
8 26 (29.55%) Python
8 26 (29.55%) Risk Management
8 26 (29.55%) R
9 24 (27.27%) Mathematics
10 21 (23.86%) Apache Hive
10 21 (23.86%) Advertising
10 21 (23.86%) Java
11 20 (22.73%) Hadoop
12 19 (21.59%) Investment Banking
13 18 (20.45%) SAS
13 18 (20.45%) Degree
14 17 (19.32%) Stakeholder Management
15 16 (18.18%) Statistics
15 16 (18.18%) Computer Science
15 16 (18.18%) Apache Spark
16 14 (15.91%) Machine Learning
16 14 (15.91%) Scala
17 13 (14.77%) C++
18 12 (13.64%) Analytical Skills
19 11 (12.50%) Front Office
19 11 (12.50%) Visualisation

Credit Risk
Top Related 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 18 (20.45%) SAS
2 16 (18.18%) Apache Spark
3 11 (12.50%) Apache Pig
4 4 (4.55%) Jetty
5 1 (1.14%) Elasticsearch
Applications
1 6 (6.82%) SPSS
2 5 (5.68%) MS Office
3 4 (4.55%) MS Excel
4 2 (2.27%) Gephi
Cloud Services
1 4 (4.55%) Amazon AWS
2 3 (3.41%) Google Analytics
3 1 (1.14%) Amazon S3
3 1 (1.14%) GitHub
3 1 (1.14%) SaaS
Database & Business Intelligence
1 37 (42.05%) Big Data
2 21 (23.86%) Apache Hive
3 20 (22.73%) Hadoop
4 10 (11.36%) SQL Server
5 9 (10.23%) Data Warehouse
6 6 (6.82%) Data Mining
6 6 (6.82%) Star Schema
7 5 (5.68%) Apache Cassandra
7 5 (5.68%) SQL Server Reporting Services
8 3 (3.41%) RDBMS
8 3 (3.41%) Relational Database
8 3 (3.41%) SQL Server 2008
8 3 (3.41%) SQL Server 2012
8 3 (3.41%) SQL Server Integration Services
8 3 (3.41%) Sqoop
9 2 (2.27%) BusinessObjects
9 2 (2.27%) Impala
9 2 (2.27%) NoSQL
10 1 (1.14%) Amazon Redshift
10 1 (1.14%) MongoDB
Development Applications
1 5 (5.68%) Maven
2 4 (4.55%) Jenkins
3 2 (2.27%) Visual Studio
4 1 (1.14%) Git (software)
4 1 (1.14%) JIRA
General
1 53 (60.23%) Finance
2 36 (40.91%) Banking
2 36 (40.91%) Marketing
3 21 (23.86%) Advertising
4 19 (21.59%) Investment Banking
5 11 (12.50%) Front Office
6 9 (10.23%) Financial Institution
6 9 (10.23%) Retail
7 3 (3.41%) French Language
7 3 (3.41%) German Language
7 3 (3.41%) Italian Language
7 3 (3.41%) Portuguese Language
7 3 (3.41%) Spanish Language
8 2 (2.27%) Games
9 1 (1.14%) Corporate Banking
9 1 (1.14%) Japanese Language
Job Titles
1 32 (36.36%) Analyst
2 15 (17.05%) Business Analyst
3 13 (14.77%) Developer
3 13 (14.77%) Senior Analyst
4 8 (9.09%) Data Scientist
5 7 (7.95%) Consultant
5 7 (7.95%) Data Analyst
5 7 (7.95%) Qualitative Analyst
5 7 (7.95%) Quantitative Analyst
5 7 (7.95%) Senior Quantitative Analyst
6 6 (6.82%) Data Engineer
6 6 (6.82%) Data Modeller
6 6 (6.82%) Java Developer
6 6 (6.82%) SAS Consultant
6 6 (6.82%) SQL Analyst
7 5 (5.68%) Business IT Analyst
7 5 (5.68%) Credit Analyst
7 5 (5.68%) IT Analyst
7 5 (5.68%) IT Business Analyst
7 5 (5.68%) Risk Business Analyst
Libraries, Frameworks & Software Standards
1 8 (9.09%) AngularJS
2 4 (4.55%) Apache CXF
2 4 (4.55%) D3.js
2 4 (4.55%) Guava
2 4 (4.55%) Guice
2 4 (4.55%) Hibernate
2 4 (4.55%) JPA
3 3 (3.41%) .NET
3 3 (3.41%) Apache Camel
3 3 (3.41%) ASP.NET
3 3 (3.41%) Ext JS
3 3 (3.41%) GWT
3 3 (3.41%) Web Services
4 2 (2.27%) ASP.NET MVC
4 2 (2.27%) CSS
4 2 (2.27%) HTML
5 1 (1.14%) Esper
5 1 (1.14%) NumPy
5 1 (1.14%) Pyramid
5 1 (1.14%) SciPy
Miscellaneous
1 35 (39.77%) Market Risk
2 16 (18.18%) Computer Science
3 12 (13.64%) Analytical Skills
4 9 (10.23%) Foreign Exchange (FX)
5 4 (4.55%) Algorithms
5 4 (4.55%) Derivative
6 3 (3.41%) FMCG
6 3 (3.41%) OTC Derivatives
7 2 (2.27%) Social Media
7 2 (2.27%) User Experience
8 1 (1.14%) Equities
8 1 (1.14%) Hedge funds
8 1 (1.14%) Mainframe
8 1 (1.14%) Reference Data
8 1 (1.14%) SWIFT
Operating Systems
1 7 (7.95%) Linux
2 6 (6.82%) Unix
3 1 (1.14%) Windows
3 1 (1.14%) Windows Server
Processes & Methodologies
1 40 (45.45%) Analytics
2 38 (43.18%) Business Intelligence
3 36 (40.91%) Web Analytics
4 26 (29.55%) Risk Management
5 24 (27.27%) Mathematics
6 17 (19.32%) Stakeholder Management
7 16 (18.18%) Statistics
8 14 (15.91%) Machine Learning
9 11 (12.50%) Visualisation
10 10 (11.36%) Credit Risk Management
10 10 (11.36%) SDLC
11 9 (10.23%) Business Process Analysis
11 9 (10.23%) Data Modelling
11 9 (10.23%) Physics
12 8 (9.09%) Data Analysis
13 7 (7.95%) Actionable Insight
13 7 (7.95%) Information Architecture
13 7 (7.95%) Stochastic Calculus
13 7 (7.95%) Validation
14 6 (6.82%) Financial Modelling
Programming Languages
1 31 (35.23%) SQL
2 26 (29.55%) Python
2 26 (29.55%) R
3 21 (23.86%) Java
4 14 (15.91%) Scala
5 13 (14.77%) C++
6 8 (9.09%) C#
7 7 (7.95%) JavaScript
7 7 (7.95%) MATLAB
8 3 (3.41%) Ruby
8 3 (3.41%) Shell Script
8 3 (3.41%) VBA
9 2 (2.27%) T-SQL
9 2 (2.27%) TypeScript
10 1 (1.14%) C
10 1 (1.14%) PowerShell
Qualifications
1 18 (20.45%) Degree
2 8 (9.09%) PhD
Quality Assurance & Compliance
1 7 (7.95%) Dodd-Frank
1 7 (7.95%) EMIR
1 7 (7.95%) MiFID
2 4 (4.55%) Basel II
3 3 (3.41%) Data Quality
3 3 (3.41%) IFRS
3 3 (3.41%) IFRS 9
4 2 (2.27%) IAS 39
5 1 (1.14%) COREP
5 1 (1.14%) CRD IV
5 1 (1.14%) FINREP
System Software
1 3 (3.41%) Apache Flume
1 3 (3.41%) HDFS
2 1 (1.14%) Tivoli Workload Scheduler
Systems Management
1 3 (3.41%) Tivoli
Vendors
1 6 (6.82%) Microsoft
2 5 (5.68%) Bloomberg
2 5 (5.68%) Cognos
2 5 (5.68%) Reuters
3 4 (4.55%) Oracle
4 3 (3.41%) Google
4 3 (3.41%) Salesforce.com
5 2 (2.27%) SAP
5 2 (2.27%) Tableau
5 2 (2.27%) Teradata
6 1 (1.14%) DevExpress
6 1 (1.14%) Hitwise
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