Period
to 27 May 2018

The table below looks at the prevalence of the term Credit Risk in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that have cited Credit Risk over the 6 months to 27 May 2018 with a comparison to the same period over the previous 2 years.

Credit Risk
UK
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 834 747 776
Rank change year-on-year -87 +29 -28
Permanent jobs citing Credit Risk 348 439 536
As % of all permanent IT jobs advertised in the UK 0.20% 0.26% 0.27%
As % of the Miscellaneous category 0.47% 0.60% 0.61%
Number of salaries quoted 249 357 400
UK median annual salary £67,500 £60,000 £57,500
Median salary % change year-on-year +12.50% +4.35% -4.17%
10th Percentile £36,200 £32,500 £36,750
90th Percentile £110,000 £105,000 £90,125
UK excluding London median annual salary £41,250 £40,000 £50,000
% change year-on-year +3.13% -20.00% +7.53%

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

All Generic IT Skills
UK
Permanent vacancies with a requirement for generic IT skills 74,178 72,720 87,880
As % of all permanent IT jobs advertised in the UK 43.06% 42.62% 43.80%
Number of salaries quoted 57,669 58,525 71,127
UK median annual salary £50,000 £47,500 £49,000
Median salary % change year-on-year +5.26% -3.06% +6.52%
10th Percentile £27,873 £27,500 £27,000
90th Percentile £84,750 £80,000 £78,750
UK excluding London median annual salary £45,000 £41,500 £42,500
% change year-on-year +8.43% -2.35% +6.25%

Credit Risk
Job Vacancy Trend

Job postings citing Credit Risk as a percentage of all IT jobs advertised.

Job vacancy trend for Credit Risk in the UK

Credit Risk
Salary Trend

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

Salary trend for Credit Risk in the UK

Credit Risk
Salary Histogram

The salary distribution of IT jobs citing Credit Risk over the 6 months to 27 May 2018.

Salary histogram for Credit Risk in the UK

Credit Risk
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Credit Risk within the UK over the 6 months to 27 May 2018. 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
England -69 314 £70,000 +12.00% 46
London -80 241 £75,000 +20.00% 38
UK excluding London -18 92 £41,250 +3.13% 17
South East +20 30 £40,000 -5.88% 1
North of England +7 19 £42,500 -22.73% 4
Midlands +18 18 £39,000 -15.68% 2
Scotland -70 16 £45,000 +50.00% 7
East Midlands -5 10 £32,500 -40.91% 1
North West -8 10 £46,250 -33.93% 1
Yorkshire +31 8 £31,250 -35.57% 3
West Midlands +4 8 £45,000 +20.00% 1
East of England +9 5 - - 1
South West -21 4 - -
Wales +9 2 £27,250 -22.14% 2
North East -23 2 - -
Northern Ireland - 1 - -

For the 6 months to 27 May 2018, IT jobs citing Credit Risk 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 with a requirement for Credit Risk.

1 214 (61.49%) Finance
2 145 (41.67%) Analytics
3 128 (36.78%) Banking
4 115 (33.05%) SQL
5 105 (30.17%) SAS
6 97 (27.87%) Analytical Skills
7 92 (26.44%) Agile Software Development
8 80 (22.99%) Degree
9 64 (18.39%) Market Risk
10 60 (17.24%) Risk Management
11 58 (16.67%) Big Data
12 48 (13.79%) R
12 48 (13.79%) Problem-Solving
13 47 (13.51%) Front Office
13 47 (13.51%) Stakeholder Management
13 47 (13.51%) Business Intelligence
14 42 (12.07%) Mathematics
15 41 (11.78%) Marketing
15 41 (11.78%) Java
15 41 (11.78%) SQL Server
16 39 (11.21%) Project Management
16 39 (11.21%) Data Management
17 38 (10.92%) HTML
18 37 (10.63%) ETL
19 36 (10.34%) Investment Banking
20 35 (10.06%) Web Services
21 34 (9.77%) Data Warehouse
21 34 (9.77%) C#
21 34 (9.77%) Oracle
21 34 (9.77%) .NET

Credit Risk
Co-occurring IT Skills 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
1 105 (30.17%) SAS
2 21 (6.03%) Apache
3 20 (5.75%) IIS
4 7 (2.01%) Apache Spark
5 2 (0.57%) Confluence
5 2 (0.57%) Tomcat
6 1 (0.29%) DataSynapse
6 1 (0.29%) Elasticsearch
6 1 (0.29%) NServiceBus
6 1 (0.29%) Oracle Coherence
6 1 (0.29%) Oracle SOA Suite
6 1 (0.29%) SharePoint
Applications
1 18 (5.17%) Microsoft Excel
2 7 (2.01%) Microsoft Office
3 5 (1.44%) Spreadsheet
4 4 (1.15%) Microsoft PowerPoint
5 2 (0.57%) Microsoft Project
6 1 (0.29%) MS Visio
6 1 (0.29%) SPSS
Business Applications
1 1 (0.29%) Adaptiv
1 1 (0.29%) SessionCam
1 1 (0.29%) WebTrends
Cloud Services
1 10 (2.87%) Amazon AWS
2 2 (0.57%) Google Analytics
3 1 (0.29%) Adobe Analytics
3 1 (0.29%) Google Cloud Platform
3 1 (0.29%) Microsoft Azure
3 1 (0.29%) OpenShift
Communications & Networking
1 2 (0.57%) Broadband
1 2 (0.57%) HTTP
2 1 (0.29%) DSL
Database & Business Intelligence
1 58 (16.67%) Big Data
2 41 (11.78%) SQL Server
3 34 (9.77%) Data Warehouse
4 22 (6.32%) Base SAS
5 20 (5.75%) SAS Enterprise Guide
6 9 (2.59%) NoSQL
7 8 (2.30%) Oracle Database
7 8 (2.30%) Relational Database
8 7 (2.01%) Power BI
9 4 (1.15%) BusinessObjects
9 4 (1.15%) Hadoop
9 4 (1.15%) PowerPivot
9 4 (1.15%) RDBMS
10 3 (0.86%) Blockchain
11 2 (0.57%) Oracle Database 10g
11 2 (0.57%) QlikView
12 1 (0.29%) Apache Hive
12 1 (0.29%) Oracle Database 11g
12 1 (0.29%) Spotfire
12 1 (0.29%) SQL Server 2008
Development Applications
1 19 (5.46%) JIRA
2 10 (2.87%) Git (software)
3 7 (2.01%) TeamCity
4 2 (0.57%) Bitbucket
4 2 (0.57%) Selenium
4 2 (0.57%) SonarQube
5 1 (0.29%) Atlassian Bamboo
5 1 (0.29%) Babel
5 1 (0.29%) CA Release Automation
5 1 (0.29%) Cucumber
5 1 (0.29%) Jasmine
5 1 (0.29%) Jenkins
5 1 (0.29%) JUnit
5 1 (0.29%) Maven
5 1 (0.29%) SpecFlow
5 1 (0.29%) Visual Studio
General
1 214 (61.49%) Finance
2 128 (36.78%) Banking
3 47 (13.51%) Front Office
4 41 (11.78%) Marketing
5 36 (10.34%) Investment Banking
6 27 (7.76%) Retail Banking
7 21 (6.03%) Retail
8 19 (5.46%) Financial Institution
9 12 (3.45%) Advertising
10 11 (3.16%) Corporate Banking
11 7 (2.01%) Telecoms
12 6 (1.72%) Billing
13 4 (1.15%) Games
13 4 (1.15%) General Ledger
13 4 (1.15%) Law
13 4 (1.15%) Legal
14 3 (0.86%) Back Office
14 3 (0.86%) International Banking
15 2 (0.57%) Automotive
15 2 (0.57%) Private Banking
Job Titles
1 157 (45.11%) Analyst
2 69 (19.83%) Risk Analyst
3 58 (16.67%) Credit Analyst
4 53 (15.23%) Business Analyst
5 50 (14.37%) Credit Risk Analyst
6 40 (11.49%) Developer
7 39 (11.21%) Consultant
8 34 (9.77%) Senior Analyst
9 26 (7.47%) SAS Analyst
10 24 (6.90%) Senior Risk Analyst
11 23 (6.61%) Risk Manager
12 20 (5.75%) Credit Risk Manager
13 18 (5.17%) Business Manager
13 18 (5.17%) Debt Manager
13 18 (5.17%) Risk Business Analyst
14 17 (4.89%) SQL Analyst
15 15 (4.31%) C# Developer
16 13 (3.74%) Qualitative Analyst
16 13 (3.74%) Quantitative Analyst
16 13 (3.74%) Senior Credit Risk Analyst
Libraries, Frameworks & Software Standards
1 38 (10.92%) HTML
2 35 (10.06%) Web Services
3 34 (9.77%) .NET
4 26 (7.47%) XML
5 18 (5.17%) JSP
6 9 (2.59%) Spring
7 8 (2.30%) AngularJS
8 6 (1.72%) CSS
8 6 (1.72%) HTML5
9 5 (1.44%) JMS
10 3 (0.86%) .NET Framework
10 3 (0.86%) Angular 2
10 3 (0.86%) Boost C++ Libraries
10 3 (0.86%) STL
11 2 (0.57%) CSS3
11 2 (0.57%) Kafka
11 2 (0.57%) RabbitMQ
11 2 (0.57%) REST
11 2 (0.57%) RESTful
11 2 (0.57%) WPF
Miscellaneous
1 97 (27.87%) Analytical Skills
2 64 (18.39%) Market Risk
3 34 (9.77%) Fintech
4 25 (7.18%) Management Information System
5 20 (5.75%) Derivative
6 17 (4.89%) Foreign Exchange (FX)
7 15 (4.31%) Equities
8 14 (4.02%) Computer Science
9 13 (3.74%) Algorithms
10 12 (3.45%) PMI
11 9 (2.59%) Cyberthreat
11 9 (2.59%) Exotic Derivative
12 5 (1.44%) Greenfield Project
12 5 (1.44%) OTC Derivatives
12 5 (1.44%) Virtual Team
13 4 (1.15%) Hedge funds
14 3 (0.86%) Self-Motivation
15 2 (0.57%) Data Structures
15 2 (0.57%) Reference Data
15 2 (0.57%) User Experience
Operating Systems
1 31 (8.91%) Windows
2 30 (8.62%) Unix
3 22 (6.32%) AIX
3 22 (6.32%) HPUX
3 22 (6.32%) Solaris
4 8 (2.30%) Linux
5 1 (0.29%) Windows 7
5 1 (0.29%) Windows Server
5 1 (0.29%) Windows Server 2008
5 1 (0.29%) Windows Server 2012
Processes & Methodologies
1 145 (41.67%) Analytics
2 92 (26.44%) Agile Software Development
3 60 (17.24%) Risk Management
4 48 (13.79%) Problem-Solving
5 47 (13.51%) Business Intelligence
5 47 (13.51%) Stakeholder Management
6 42 (12.07%) Mathematics
7 39 (11.21%) Data Management
7 39 (11.21%) Project Management
8 37 (10.63%) ETL
9 32 (9.20%) Credit Risk Management
9 32 (9.20%) Credit Risk Modelling
10 31 (8.91%) User Acceptance Testing
11 30 (8.62%) Data Integration
12 29 (8.33%) Risk Analytics
13 28 (8.05%) Validation
14 27 (7.76%) Wealth Management
15 26 (7.47%) Data Science
16 24 (6.90%) Business Analysis
16 24 (6.90%) Technical Architecture
Programming Languages
1 115 (33.05%) SQL
2 48 (13.79%) R
3 41 (11.78%) Java
4 34 (9.77%) C#
5 33 (9.48%) Python
6 19 (5.46%) C++
7 14 (4.02%) MATLAB
8 11 (3.16%) VBA
9 9 (2.59%) Scala
9 9 (2.59%) VB
10 8 (2.30%) JavaScript
11 6 (1.72%) PL/SQL
12 4 (1.15%) C
13 3 (0.86%) Java 8
14 2 (0.57%) Julia
14 2 (0.57%) PowerShell
14 2 (0.57%) T-SQL
15 1 (0.29%) Bash Shell
15 1 (0.29%) F#
15 1 (0.29%) SAS Macro
Qualifications
1 80 (22.99%) Degree
2 18 (5.17%) CFA
2 18 (5.17%) PhD
3 12 (3.45%) PMI Certification
4 11 (3.16%) Master's Degree
5 6 (1.72%) ISEB
6 4 (1.15%) Postgraduate
7 3 (0.86%) CISA
7 3 (0.86%) Computer Science Degree
7 3 (0.86%) CRISC
7 3 (0.86%) Numerate Degree
7 3 (0.86%) PMP
8 2 (0.57%) CCA
8 2 (0.57%) SAS Certification
9 1 (0.29%) MBA
9 1 (0.29%) PRINCE2 Certification
Quality Assurance & Compliance
1 33 (9.48%) Data Quality
2 21 (6.03%) IFRS
2 21 (6.03%) IFRS 9
3 15 (4.31%) Dodd-Frank
3 15 (4.31%) MiFID
4 12 (3.45%) EMIR
5 5 (1.44%) Basel III
6 3 (0.86%) COBIT
6 3 (0.86%) FINREP
6 3 (0.86%) QA
7 2 (0.57%) Basel II
8 1 (0.29%) COREP
8 1 (0.29%) PMO
8 1 (0.29%) UCITS
System Software
1 2 (0.57%) Docker
2 1 (0.29%) GridGain
Systems Management
1 3 (0.86%) RSA Archer
2 2 (0.57%) HP Quality Center
2 2 (0.57%) Kubernetes
2 2 (0.57%) Oracle Enterprise Manager
3 1 (0.29%) Control-M
3 1 (0.29%) Kibana
3 1 (0.29%) logstash
Vendors
1 34 (9.77%) Oracle
2 8 (2.30%) Microsoft
3 6 (1.72%) CA Agile Central
4 5 (1.44%) BT
4 5 (1.44%) Google
4 5 (1.44%) Teradata
5 4 (1.15%) Tableau
6 3 (0.86%) Informatica
6 3 (0.86%) ServiceNow
7 2 (0.57%) Ab Initio
7 2 (0.57%) DevExpress
7 2 (0.57%) TSYS
8 1 (0.29%) Adobe
8 1 (0.29%) Atlassian
8 1 (0.29%) Bloomberg
8 1 (0.29%) Foundry
8 1 (0.29%) MuleSoft
8 1 (0.29%) Solace
8 1 (0.29%) SunGard
8 1 (0.29%) Twitter