The table below looks at the prevalence of the term Credit Risk in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Credit Risk over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Credit Risk
England / London
Rank 411 441 444
Rank change year-on-year
+30 +3
Permanent jobs citing Credit Risk 166 208 201
As % of all permanent IT jobs located in London 0.50% 0.51% 0.49%
As % of the Miscellaneous category 1.07% 1.08% 1.06%
Number of salaries quoted 145 153 171
Median salary £62,500 £60,000 £65,000
Median salary % change year-on-year
+4.16% -7.69%
90% offered a salary of more than £45,000 £47,500 £45,000
10% offered a salary of more than £100,000 £87,500 £100,000
UK excluding London median salary £47,500 £38,370 £55,000
% change year-on-year
+23.79% -30.23%

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

Miscellaneous Category
London
Permanent IT job ads with a match in the
Miscellaneous category
15502 19313 18881
As % of all permanent IT jobs located in London 46.32% 47.67% 45.72%
Number of salaries quoted 12957 16064 15660
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 £33,500
10% offered a salary of more than £90,000 £82,500 £85,100
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Credit Risk
Jobs Demand Trend in London

The demand trend of job ads across the 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 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 across the London region.

Credit Risk Salary Trend in London

Credit Risk
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Credit Risk across the London region over the 3 months to 20 January 2017.

Credit Risk Salary Histogram 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 20 January 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 +18 37 £70,000 +21.73% 10
Docklands, London 0 2 £45,000 -
Credit Risk
England

Credit Risk
Top 30 Related IT Skills in London

For the 6 months to 20 January 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.

1 211 (58.77%) Finance
2 167 (46.52%) SQL
3 155 (43.18%) Analytics
4 152 (42.34%) Banking
5 118 (32.87%) Marketing
6 115 (32.03%) Degree
7 105 (29.25%) Big Data
8 104 (28.97%) Business Intelligence
9 101 (28.13%) Web Analytics
10 97 (27.02%) Java
11 81 (22.56%) Market Risk
12 74 (20.61%) Risk Management
13 71 (19.78%) Python
14 66 (18.38%) Investment Banking
15 59 (16.43%) SAS
15 59 (16.43%) Business Analysis
16 54 (15.04%) Agile Software Development
17 53 (14.76%) Analytical Skills
18 49 (13.65%) Oracle
18 49 (13.65%) SQL Server
19 47 (13.09%) Front Office
19 47 (13.09%) Computer Science
19 47 (13.09%) User Acceptance Testing
20 45 (12.53%) Mathematics
20 45 (12.53%) Linux
21 42 (11.70%) Hadoop
22 41 (11.42%) Visualisation
23 40 (11.14%) Fixed Income
24 39 (10.86%) Unix
24 39 (10.86%) R

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 59 (16.43%) SAS
2 36 (10.03%) Apache Spark
3 19 (5.29%) Tomcat
4 16 (4.46%) Oracle SOA Suite
5 14 (3.90%) JBoss
5 14 (3.90%) WebLogic
5 14 (3.90%) WebSphere
5 14 (3.90%) WebSphere Application Server
6 10 (2.79%) Apache Pig
7 8 (2.23%) Jetty
8 2 (0.56%) Oracle Coherence
9 1 (0.28%) Confluence
9 1 (0.28%) Elasticsearch
Applications
1 30 (8.36%) SPSS
2 13 (3.62%) MS Excel
3 12 (3.34%) MS Office
4 4 (1.11%) EViews
5 3 (0.84%) Mathematica
5 3 (0.84%) Spreadsheet
6 2 (0.56%) Mingle
7 1 (0.28%) Adobe Creative Suite
7 1 (0.28%) Gephi
7 1 (0.28%) MS PowerPoint
Business Applications
1 1 (0.28%) Oracle General Ledger
1 1 (0.28%) Unica
Cloud Services
1 18 (5.01%) Amazon AWS
1 18 (5.01%) Google Analytics
2 17 (4.74%) Adobe Analytics
3 7 (1.95%) GitHub
4 6 (1.67%) Cloud Computing
5 5 (1.39%) AWS CloudFormation
6 1 (0.28%) Google Tag Manager
6 1 (0.28%) Office 365
6 1 (0.28%) SaaS
Communications & Networking
1 2 (0.56%) DNS
1 2 (0.56%) Firewall
2 1 (0.28%) DHCP
2 1 (0.28%) Internet
2 1 (0.28%) Intrusion Detection
2 1 (0.28%) LAN
2 1 (0.28%) SMTP
2 1 (0.28%) SSL
2 1 (0.28%) WAN
2 1 (0.28%) Wireless
Database & Business Intelligence
1 105 (29.25%) Big Data
2 49 (13.65%) SQL Server
3 42 (11.70%) Hadoop
4 33 (9.19%) Data Warehouse
5 24 (6.69%) Apache Hive
6 19 (5.29%) Relational Database
7 17 (4.74%) RDBMS
8 13 (3.62%) Oracle Database
8 13 (3.62%) Oracle Database 11g
9 12 (3.34%) Oracle Database 10g
9 12 (3.34%) SQL Server Reporting Services
10 11 (3.06%) QlikView
10 11 (3.06%) Star Schema
11 10 (2.79%) Data Mining
12 9 (2.51%) SQL Server Analysis Services
13 8 (2.23%) MySQL
14 7 (1.95%) Qlik Sense
15 6 (1.67%) Hazelcast
15 6 (1.67%) Impala
15 6 (1.67%) SSDT
Development Applications
1 26 (7.24%) Maven
2 16 (4.46%) Subversion
3 13 (3.62%) Jenkins
4 11 (3.06%) JIRA
5 7 (1.95%) TeamCity
6 6 (1.67%) Git (software)
6 6 (1.67%) Log4j
7 5 (1.39%) Eclipse
8 4 (1.11%) Visual Studio
9 3 (0.84%) SpecFlow
10 2 (0.56%) Bitbucket
10 2 (0.56%) Cucumber
10 2 (0.56%) FitNesse
10 2 (0.56%) Selenium
10 2 (0.56%) Team Foundation Server
11 1 (0.28%) Atlassian Bamboo
11 1 (0.28%) Axure RP
11 1 (0.28%) ERwin
11 1 (0.28%) IntelliJ
11 1 (0.28%) SoapUI
General
1 211 (58.77%) Finance
2 152 (42.34%) Banking
3 118 (32.87%) Marketing
4 66 (18.38%) Investment Banking
5 47 (13.09%) Front Office
6 22 (6.13%) Telecoms
7 20 (5.57%) Advertising
8 18 (5.01%) Retail
9 14 (3.90%) International Banking
10 9 (2.51%) Retail Banking
11 8 (2.23%) Financial Institution
11 8 (2.23%) German Language
12 4 (1.11%) French Language
12 4 (1.11%) Legal
13 3 (0.84%) Games
13 3 (0.84%) Italian Language
13 3 (0.84%) Pharmaceutical
13 3 (0.84%) Portuguese Language
13 3 (0.84%) Spanish Language
14 2 (0.56%) Back Office
Job Titles
1 120 (33.43%) Analyst
2 66 (18.38%) Developer
3 61 (16.99%) Business Analyst
4 53 (14.76%) Risk Analyst
5 44 (12.26%) Credit Analyst
6 42 (11.70%) Credit Risk Analyst
7 40 (11.14%) Risk Business Analyst
8 39 (10.86%) Banking Analyst
9 37 (10.31%) Consultant
10 36 (10.03%) Java Developer
11 30 (8.36%) Credit Risk Business Analyst
12 21 (5.85%) Investment Banking Business Analyst
13 19 (5.29%) Senior Analyst
14 18 (5.01%) Java Consultant
15 17 (4.74%) Risk Support Analyst
16 15 (4.18%) Data Modeller
16 15 (4.18%) SQL Analyst
17 14 (3.90%) Data Scientist
17 14 (3.90%) Technical Consultant
18 13 (3.62%) Credit Risk Developer
Libraries, Frameworks & Software Standards
1 28 (7.80%) AngularJS
2 14 (3.90%) .NET
2 14 (3.90%) J2EE
2 14 (3.90%) Java EE
3 11 (3.06%) Hibernate
3 11 (3.06%) Web Services
4 10 (2.79%) JMS
5 9 (2.51%) XML
6 8 (2.23%) Apache CXF
6 8 (2.23%) Guava
6 8 (2.23%) Guice
6 8 (2.23%) JPA
6 8 (2.23%) Middleware
6 8 (2.23%) XSLT
7 7 (1.95%) HTML
8 6 (1.67%) ASP.NET
8 6 (1.67%) CSS
8 6 (1.67%) Gson
8 6 (1.67%) JDBC
8 6 (1.67%) MDX
Miscellaneous
1 81 (22.56%) Market Risk
2 53 (14.76%) Analytical Skills
3 47 (13.09%) Computer Science
4 45 (12.53%) Mathematics
5 41 (11.42%) Visualisation
6 40 (11.14%) Fixed Income
7 36 (10.03%) Equities
8 32 (8.91%) Derivative
9 28 (7.80%) Statistics
10 27 (7.52%) Foreign Exchange (FX)
11 20 (5.57%) OTC Derivatives
12 18 (5.01%) Data Structures
13 17 (4.74%) Economics
13 17 (4.74%) Physics
13 17 (4.74%) Social Media
14 11 (3.06%) Algorithms
15 10 (2.79%) Reference Data
16 8 (2.23%) Mainframe
16 8 (2.23%) Management Information System
17 5 (1.39%) Hedge funds
Operating Systems
1 45 (12.53%) Linux
2 39 (10.86%) Unix
3 25 (6.96%) Windows
4 12 (3.34%) Red Hat Enterprise Linux
5 3 (0.84%) Windows Server
6 2 (0.56%) Ubuntu
7 1 (0.28%) Solaris
7 1 (0.28%) Windows 7
7 1 (0.28%) Windows Server 2012
Processes & Methodologies
1 155 (43.18%) Analytics
2 104 (28.97%) Business Intelligence
3 101 (28.13%) Web Analytics
4 74 (20.61%) Risk Management
5 59 (16.43%) Business Analysis
6 54 (15.04%) Agile Software Development
7 47 (13.09%) User Acceptance Testing
8 38 (10.58%) SDLC
9 36 (10.03%) Stakeholder Management
10 31 (8.64%) Migration
11 28 (7.80%) Data Modelling
12 27 (7.52%) Data Analysis
13 26 (7.24%) Project Management
14 25 (6.96%) DevOps
14 25 (6.96%) ETL
15 21 (5.85%) Data Visualisation
15 21 (5.85%) GAP Analysis
15 21 (5.85%) Stress Testing
16 20 (5.57%) Credit Risk Management
17 19 (5.29%) Machine Learning
Programming Languages
1 167 (46.52%) SQL
2 97 (27.02%) Java
3 71 (19.78%) Python
4 39 (10.86%) R
5 35 (9.75%) C#
6 30 (8.36%) PL/SQL
7 29 (8.08%) JavaScript
8 27 (7.52%) Scala
9 21 (5.85%) C++
10 13 (3.62%) Shell Script
11 12 (3.34%) ANSI SQL
12 11 (3.06%) MATLAB
13 8 (2.23%) Perl
14 7 (1.95%) VBA
15 6 (1.67%) Bash Shell
15 6 (1.67%) Data Analysis Expressions (DAX)
16 5 (1.39%) Ruby
17 4 (1.11%) PowerShell
17 4 (1.11%) T-SQL
18 3 (0.84%) PHP
Qualifications
1 115 (32.03%) Degree
2 14 (3.90%) PhD
3 6 (1.67%) Postgraduate
4 3 (0.84%) ISEB
5 1 (0.28%) CIMA
5 1 (0.28%) CISM
5 1 (0.28%) CISSP
5 1 (0.28%) GIAC
5 1 (0.28%) ISEB Practitioner
5 1 (0.28%) MBA
5 1 (0.28%) PMP
Quality Assurance & Compliance
1 26 (7.24%) MiFID
2 23 (6.41%) Basel II
3 22 (6.13%) Basel III
4 21 (5.85%) EMIR
5 13 (3.62%) Dodd-Frank
5 13 (3.62%) FATCA
6 12 (3.34%) Data Quality
7 4 (1.11%) IAS 39
7 4 (1.11%) QA
8 2 (0.56%) CRD IV
9 1 (0.28%) COREP
9 1 (0.28%) FINREP
9 1 (0.28%) GDPR
9 1 (0.28%) Sarbanes-Oxley
9 1 (0.28%) Solvency II
System Software
1 6 (1.67%) Docker
2 4 (1.11%) Apache Flume
2 4 (1.11%) HDFS
3 2 (0.56%) Apache ZooKeeper
3 2 (0.56%) GridGain
4 1 (0.28%) Active Directory
4 1 (0.28%) Tivoli Workload Scheduler
Systems Management
1 12 (3.34%) Control-M
2 6 (1.67%) Ansible
2 6 (1.67%) Opscode Chef
3 3 (0.84%) Tivoli
4 2 (0.56%) Puppet
5 1 (0.28%) Mesos
5 1 (0.28%) Oozie
5 1 (0.28%) SCCM
Vendors
1 49 (13.65%) Oracle
2 31 (8.64%) Sybase
3 18 (5.01%) Google
4 12 (3.34%) IBM
4 12 (3.34%) Red Hat
5 11 (3.06%) Adobe
5 11 (3.06%) Informatica
5 11 (3.06%) Microsoft
6 9 (2.51%) Tableau
7 8 (2.23%) Bloomberg
7 8 (2.23%) Murex
7 8 (2.23%) Reuters
8 6 (1.67%) DevExpress
9 5 (1.39%) Teradata
10 4 (1.11%) Cognos
11 3 (0.84%) Salesforce.com
11 3 (0.84%) SAP
12 2 (0.56%) Actian
12 2 (0.56%) Cognizant
12 2 (0.56%) Solace
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Salary: £45000 - £55000 per annum + Benefits + Bonus
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