The table below looks at the prevalence of the term Credit Risk in permanent job vacancies advertised in London. Included is a benchmarking guide to the salaries offered in vacancies that have cited Credit Risk over the 3 months to 23 March 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Credit Risk
England / London
Rank 421 446 435
Rank change year-on-year +25 -11  
Permanent jobs citing Credit Risk 148 205 223
As % of all permanent IT jobs advertised in London 0.45% 0.49% 0.53%
As % of the Miscellaneous category 1.03% 1.09% 1.22%
Number of salaries quoted 129 152 177
Median salary £60,000 £60,000 £70,000
Median salary % change year-on-year - -14.28%  
90% offered a salary of more than £49,500 £45,200 £45,000
10% offered a salary of more than £83,000 £87,500 £95,000
UK excluding London median salary £35,000 £57,500 £47,500
% change year-on-year -39.13% +21.05%  

Credit Risk is in the generic IT skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for generic IT skills.

Generic IT Skills
London
Permanent job vacancies with a requirement for generic IT skills 14363 18749 18319
As % of all permanent IT job vacancies advertised in London 43.26% 45.16% 43.89%
Number of salaries quoted 11785 15639 14843
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.34% +4.54%  
90% offered a salary of more than £35,000 £35,000 £34,503
10% offered a salary of more than £90,000 £85,000 £85,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Credit Risk
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Credit Risk as a proportion of all permanent or contract IT jobs with a match in the Miscellaneous category.

Job vacancy trend for Credit Risk in London

Credit Risk
Salary Trend in London

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

Salary trend for Credit Risk in London

Credit Risk
Salary Histogram in London

The salary distribution of IT jobs citing Credit Risk in London over the 3 months to 23 March 2017.

Salary histogram for Credit Risk in London

Credit Risk
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Credit Risk within the London region over the 3 months to 23 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +56 40 £65,000 -3.70% 8
Bromley - 1 £85,000 -
Canary Wharf - 1 £82,500 -
Credit Risk
England

Credit Risk
Top 30 Related IT Skills in London

For the 6 months to 23 March 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 London region with a requirement for Credit Risk.

1 186 (54.87%) Finance
2 172 (50.74%) Analytics
3 165 (48.67%) SQL
4 153 (45.13%) Banking
5 120 (35.40%) Big Data
5 120 (35.40%) Marketing
6 118 (34.81%) Business Intelligence
7 115 (33.92%) Web Analytics
8 82 (24.19%) Degree
9 77 (22.71%) Java
10 64 (18.88%) SAS
10 64 (18.88%) Python
11 62 (18.29%) Risk Management
12 61 (17.99%) Market Risk
13 57 (16.81%) Investment Banking
14 54 (15.93%) Business Analysis
15 53 (15.63%) Stakeholder Management
16 51 (15.04%) Analytical Skills
17 49 (14.45%) Mathematics
18 48 (14.16%) R
19 47 (13.86%) Agile Software Development
20 44 (12.98%) Visualisation
21 41 (12.09%) Front Office
21 41 (12.09%) Oracle
22 40 (11.80%) SQL Server
23 38 (11.21%) Hadoop
24 35 (10.32%) C#
24 35 (10.32%) User Acceptance Testing
24 35 (10.32%) MiFID
24 35 (10.32%) Computer Science

Credit Risk
Top Related 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:

Application Platforms
1 64 (18.88%) SAS
2 34 (10.03%) Apache Spark
3 9 (2.65%) Apache Pig
4 7 (2.06%) Tomcat
5 6 (1.77%) Oracle SOA Suite
6 5 (1.47%) JBoss
6 5 (1.47%) Jetty
6 5 (1.47%) WebLogic
6 5 (1.47%) WebSphere
6 5 (1.47%) WebSphere Application Server
7 1 (0.29%) Elasticsearch
7 1 (0.29%) Oracle Coherence
Applications
1 27 (7.96%) SPSS
2 13 (3.83%) MS Excel
3 10 (2.95%) MS Office
4 5 (1.47%) MS Visio
5 4 (1.18%) EViews
6 2 (0.59%) Gephi
6 2 (0.59%) Mingle
6 2 (0.59%) MS PowerPoint
6 2 (0.59%) Spreadsheet
Business Applications
1 1 (0.29%) Oracle General Ledger
1 1 (0.29%) Summit
Cloud Services
1 25 (7.37%) Google Analytics
2 18 (5.31%) Adobe Analytics
3 16 (4.72%) Amazon AWS
4 5 (1.47%) AWS CloudFormation
4 5 (1.47%) Cloud Computing
5 4 (1.18%) SaaS
6 1 (0.29%) Amazon S3
6 1 (0.29%) Google Tag Manager
Communications & Networking
1 1 (0.29%) Firewall
Database & Business Intelligence
1 120 (35.40%) Big Data
2 40 (11.80%) SQL Server
3 38 (11.21%) Hadoop
4 24 (7.08%) Apache Hive
4 24 (7.08%) Data Warehouse
5 14 (4.13%) SQL Server Reporting Services
6 13 (3.83%) RDBMS
6 13 (3.83%) Relational Database
7 11 (3.24%) Data Mining
7 11 (3.24%) NoSQL
8 10 (2.95%) QlikView
8 10 (2.95%) SQL Server Analysis Services
9 8 (2.36%) MongoDB
9 8 (2.36%) Qlik Sense
10 7 (2.06%) Base SAS
10 7 (2.06%) Star Schema
11 6 (1.77%) Oracle Database
11 6 (1.77%) Oracle Database 11g
12 5 (1.47%) Apache Cassandra
12 5 (1.47%) SQL Server Integration Services
Development Applications
1 16 (4.72%) Maven
2 11 (3.24%) JIRA
3 10 (2.95%) Jenkins
3 10 (2.95%) Subversion
4 4 (1.18%) TeamCity
4 4 (1.18%) Visual Studio
5 3 (0.88%) Atlassian Bamboo
5 3 (0.88%) Log4j
5 3 (0.88%) NuGet
5 3 (0.88%) SpecFlow
6 2 (0.59%) Cucumber
6 2 (0.59%) Eclipse
6 2 (0.59%) FitNesse
6 2 (0.59%) Git (software)
6 2 (0.59%) Team Foundation Server
7 1 (0.29%) Bitbucket
7 1 (0.29%) Selenium
General
1 186 (54.87%) Finance
2 153 (45.13%) Banking
3 120 (35.40%) Marketing
4 57 (16.81%) Investment Banking
5 41 (12.09%) Front Office
6 27 (7.96%) Retail
7 19 (5.60%) Advertising
7 19 (5.60%) Telecoms
8 16 (4.72%) Corporate Banking
9 11 (3.24%) Financial Institution
10 8 (2.36%) Retail Banking
11 6 (1.77%) German Language
12 5 (1.47%) International Banking
13 4 (1.18%) Legal
14 2 (0.59%) Games
15 1 (0.29%) Back Office
15 1 (0.29%) French Language
15 1 (0.29%) General Ledger
15 1 (0.29%) Italian Language
15 1 (0.29%) Publishing
Job Titles
1 118 (34.81%) Analyst
2 68 (20.06%) Developer
3 45 (13.27%) Business Analyst
4 41 (12.09%) Risk Analyst
5 39 (11.50%) Banking Analyst
6 36 (10.62%) Credit Analyst
7 35 (10.32%) Credit Risk Analyst
8 32 (9.44%) Consultant
9 29 (8.55%) Java Developer
10 26 (7.67%) Risk Business Analyst
11 20 (5.90%) Credit Risk Business Analyst
11 20 (5.90%) SQL Analyst
12 19 (5.60%) Senior Analyst
13 18 (5.31%) Risk Support Analyst
14 16 (4.72%) C# Developer
14 16 (4.72%) Credit Risk Developer
15 15 (4.42%) Analytics Manager
15 15 (4.42%) Financial Analyst
16 14 (4.13%) Banking Business Analyst
16 14 (4.13%) Support Analyst
Libraries, Frameworks & Software Standards
1 20 (5.90%) .NET
2 15 (4.42%) AngularJS
3 11 (3.24%) JMS
4 9 (2.65%) Middleware
4 9 (2.65%) Web Services
5 8 (2.36%) Java SE
5 8 (2.36%) Spring
5 8 (2.36%) WPF
6 6 (1.77%) ASP.NET
7 5 (1.47%) Apache CXF
7 5 (1.47%) Guava
7 5 (1.47%) Guice
7 5 (1.47%) Hibernate
7 5 (1.47%) J2EE
7 5 (1.47%) Java EE
7 5 (1.47%) JPA
8 4 (1.18%) .NET Framework
8 4 (1.18%) XML
8 4 (1.18%) XSLT
9 3 (0.88%) CSS
Miscellaneous
1 61 (17.99%) Market Risk
2 51 (15.04%) Analytical Skills
3 35 (10.32%) Computer Science
4 25 (7.37%) Foreign Exchange (FX)
5 23 (6.78%) Fixed Income
6 22 (6.49%) Derivative
6 22 (6.49%) Equities
6 22 (6.49%) Social Media
7 10 (2.95%) Enterprise Software
8 9 (2.65%) Algorithms
9 7 (2.06%) OTC Derivatives
10 5 (1.47%) Fintech
11 3 (0.88%) BBC
11 3 (0.88%) FMCG
11 3 (0.88%) Hedge funds
11 3 (0.88%) Management Information System
11 3 (0.88%) Mobile App
11 3 (0.88%) NHS
11 3 (0.88%) User Experience
12 2 (0.59%) Exotic Derivative
Operating Systems
1 26 (7.67%) Linux
2 24 (7.08%) Unix
3 11 (3.24%) Windows
4 5 (1.47%) Red Hat Enterprise Linux
5 1 (0.29%) Solaris
5 1 (0.29%) Ubuntu
Processes & Methodologies
1 172 (50.74%) Analytics
2 118 (34.81%) Business Intelligence
3 115 (33.92%) Web Analytics
4 62 (18.29%) Risk Management
5 54 (15.93%) Business Analysis
6 53 (15.63%) Stakeholder Management
7 49 (14.45%) Mathematics
8 47 (13.86%) Agile Software Development
9 44 (12.98%) Visualisation
10 35 (10.32%) User Acceptance Testing
11 32 (9.44%) Stress Testing
12 29 (8.55%) Migration
12 29 (8.55%) Project Management
13 27 (7.96%) Statistics
14 25 (7.37%) DevOps
15 24 (7.08%) Data Visualisation
16 23 (6.78%) Data Modelling
16 23 (6.78%) Machine Learning
17 21 (6.19%) ETL
17 21 (6.19%) Risk Analysis
Programming Languages
1 165 (48.67%) SQL
2 77 (22.71%) Java
3 64 (18.88%) Python
4 48 (14.16%) R
5 35 (10.32%) C#
6 22 (6.49%) C++
6 22 (6.49%) Scala
7 18 (5.31%) MATLAB
7 18 (5.31%) PL/SQL
8 15 (4.42%) JavaScript
9 11 (3.24%) Shell Script
10 8 (2.36%) Ruby
10 8 (2.36%) T-SQL
10 8 (2.36%) VBA
11 7 (2.06%) Perl
12 6 (1.77%) C
13 5 (1.47%) ANSI SQL
13 5 (1.47%) Bash Shell
14 3 (0.88%) Data Analysis Expressions (DAX)
14 3 (0.88%) PHP
Qualifications
1 82 (24.19%) Degree
2 14 (4.13%) PhD
3 5 (1.47%) Postgraduate
4 4 (1.18%) MBA
5 3 (0.88%) ISEB
6 1 (0.29%) CIMA
6 1 (0.29%) ISEB Practitioner
6 1 (0.29%) PMP
Quality Assurance & Compliance
1 35 (10.32%) MiFID
2 24 (7.08%) Basel II
2 24 (7.08%) Basel III
3 20 (5.90%) IFRS
3 20 (5.90%) IFRS 9
4 17 (5.01%) Data Quality
5 14 (4.13%) EMIR
6 10 (2.95%) Dodd-Frank
7 9 (2.65%) IAS 39
8 7 (2.06%) QA
9 5 (1.47%) FATCA
10 1 (0.29%) COREP
10 1 (0.29%) CRD IV
10 1 (0.29%) FINREP
10 1 (0.29%) GDPR
10 1 (0.29%) PMO
10 1 (0.29%) Solvency II
System Software
1 6 (1.77%) Docker
2 3 (0.88%) Apache Flume
2 3 (0.88%) HDFS
3 1 (0.29%) Tivoli Workload Scheduler
Systems Management
1 6 (1.77%) Ansible
1 6 (1.77%) Opscode Chef
2 5 (1.47%) Control-M
3 3 (0.88%) Tivoli
4 2 (0.59%) Puppet
5 1 (0.29%) Mesos
5 1 (0.29%) Oozie
Vendors
1 41 (12.09%) Oracle
2 25 (7.37%) Google
3 14 (4.13%) Adobe
4 13 (3.83%) Tableau
5 11 (3.24%) Sybase
6 10 (2.95%) Teradata
7 7 (2.06%) Microsoft
7 7 (2.06%) Murex
8 6 (1.77%) Cognos
8 6 (1.77%) DevExpress
9 5 (1.47%) IBM
9 5 (1.47%) Red Hat
9 5 (1.47%) SAP
10 4 (1.18%) Bloomberg
10 4 (1.18%) Informatica
10 4 (1.18%) Reuters
11 3 (0.88%) Hitwise
12 2 (0.59%) CA Agile Central
12 2 (0.59%) Cognizant
13 1 (0.29%) Actian
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