Period
to 20 July 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 20 July 2018 with a comparison to the same period over the previous 2 years.

Credit Risk
UK
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 790 708 788
Rank change year-on-year -82 +80 -50
Permanent jobs citing Credit Risk 400 552 538
As % of all permanent IT jobs advertised in the UK 0.23% 0.31% 0.27%
As % of the Miscellaneous category 0.53% 0.71% 0.61%
Number of salaries quoted 284 345 412
UK median annual salary £67,500 £65,000 £60,000
Median salary % change year-on-year +3.85% +8.33% +0.84%
10th Percentile £36,250 £31,250 £35,000
90th Percentile £116,750 £105,000 £94,750
UK excluding London median annual salary £40,000 £35,000 £51,250
% change year-on-year +14.29% -31.71% +36.67%

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 76,162 77,353 88,675
As % of all permanent IT jobs advertised in the UK 43.50% 43.63% 43.69%
Number of salaries quoted 58,861 60,265 72,069
UK median annual salary £50,000 £49,500 £50,000
Median salary % change year-on-year +1.01% -1.00% +5.26%
10th Percentile £27,750 £27,500 £27,000
90th Percentile £85,000 £80,431 £78,750
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +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 20 July 2018.

Salary histogram for Credit Risk in the UK

Credit Risk
Top 15 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 20 July 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 -84 357 £70,000 +3.70% 44
London -98 285 £75,000 +7.14% 33
UK excluding London -2 97 £40,000 +14.29% 14
South East +15 28 £40,000 -5.88% 1
Midlands +4 24 £42,500 -8.11% 7
Scotland -41 22 £45,000 +55.17% 2
East Midlands +9 13 £32,500 -31.58% 4
North of England +10 12 £32,500 -53.57% 2
West Midlands +24 11 £55,000 +22.22% 3
Yorkshire +25 8 £32,500 -40.91% 1
East of England +8 4 - - 1
South West +4 4 £52,500 +45.83%
North West +18 3 £43,750 -40.07% 1
Wales +5 3 £30,500 -12.86% 1
North East -25 1 £75,000 +127.27%

For the 6 months to 20 July 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.

1 254 (63.50%) Finance
2 164 (41.00%) Analytics
3 160 (40.00%) Banking
4 140 (35.00%) SQL
5 117 (29.25%) SAS
6 114 (28.50%) Analytical Skills
7 100 (25.00%) Agile Software Development
8 90 (22.50%) Degree
9 77 (19.25%) Big Data
10 70 (17.50%) Market Risk
11 63 (15.75%) Risk Management
11 63 (15.75%) Java
12 61 (15.25%) Business Intelligence
13 59 (14.75%) SQL Server
14 58 (14.50%) Stakeholder Management
14 58 (14.50%) Problem-Solving
15 54 (13.50%) .NET
16 53 (13.25%) HTML
16 53 (13.25%) Project Management
16 53 (13.25%) Mathematics
17 51 (12.75%) Investment Banking
17 51 (12.75%) C#
18 49 (12.25%) Data Warehouse
18 49 (12.25%) R
19 48 (12.00%) Marketing
19 48 (12.00%) Data Management
20 43 (10.75%) ETL
20 43 (10.75%) Web Services
20 43 (10.75%) Front Office
21 41 (10.25%) Oracle

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
1 117 (29.25%) SAS
2 27 (6.75%) Apache
3 25 (6.25%) IIS
4 8 (2.00%) Apache Spark
5 3 (0.75%) Confluence
6 2 (0.50%) Elasticsearch
7 1 (0.25%) DataSynapse
7 1 (0.25%) NServiceBus
7 1 (0.25%) Oracle Coherence
7 1 (0.25%) Oracle SOA Suite
7 1 (0.25%) SharePoint
7 1 (0.25%) Tomcat
Applications
1 21 (5.25%) Microsoft Excel
2 7 (1.75%) Microsoft Office
2 7 (1.75%) SPSS
3 4 (1.00%) EViews
4 3 (0.75%) Microsoft PowerPoint
5 2 (0.50%) Microsoft Project
6 1 (0.25%) MS Visio
6 1 (0.25%) Spreadsheet
Business Applications
1 1 (0.25%) Adaptiv
1 1 (0.25%) Endur
1 1 (0.25%) SessionCam
1 1 (0.25%) WebTrends
Cloud Services
1 10 (2.50%) Amazon AWS
2 6 (1.50%) Google Analytics
3 4 (1.00%) Adobe Analytics
4 1 (0.25%) GitHub
4 1 (0.25%) Google Tag Manager
4 1 (0.25%) Microsoft Azure
4 1 (0.25%) OpenShift
Communications & Networking
1 3 (0.75%) DSL
2 2 (0.50%) Broadband
3 1 (0.25%) HTTP
Database & Business Intelligence
1 77 (19.25%) Big Data
2 59 (14.75%) SQL Server
3 49 (12.25%) Data Warehouse
4 26 (6.50%) Base SAS
4 26 (6.50%) SAS Enterprise Guide
5 14 (3.50%) Hadoop
6 10 (2.50%) Relational Database
7 8 (2.00%) NoSQL
8 6 (1.50%) Power BI
8 6 (1.50%) SQL Server Integration Services
8 6 (1.50%) SQL Server Reporting Services
9 5 (1.25%) BusinessObjects
9 5 (1.25%) Oracle Database
9 5 (1.25%) RDBMS
10 4 (1.00%) Blockchain
10 4 (1.00%) Data Lake
10 4 (1.00%) Data Mining
11 3 (0.75%) PowerPivot
11 3 (0.75%) SQL Server 2012
12 2 (0.50%) MongoDB
Development Applications
1 19 (4.75%) JIRA
2 11 (2.75%) Git (software)
3 7 (1.75%) TeamCity
4 4 (1.00%) Bitbucket
4 4 (1.00%) JUnit
4 4 (1.00%) Selenium
5 3 (0.75%) Cucumber
5 3 (0.75%) Jasmine
6 2 (0.50%) Karma Test Runner
6 2 (0.50%) Maven
6 2 (0.50%) SonarQube
7 1 (0.25%) Ant
7 1 (0.25%) Atlassian Bamboo
7 1 (0.25%) Babel
7 1 (0.25%) CA Release Automation
7 1 (0.25%) Jenkins
7 1 (0.25%) SpecFlow
7 1 (0.25%) Subversion
7 1 (0.25%) Travis CI
7 1 (0.25%) Visual Studio
General
1 254 (63.50%) Finance
2 160 (40.00%) Banking
3 51 (12.75%) Investment Banking
4 48 (12.00%) Marketing
5 43 (10.75%) Front Office
6 32 (8.00%) Retail Banking
7 24 (6.00%) Retail
8 20 (5.00%) Financial Institution
9 15 (3.75%) Corporate Banking
10 11 (2.75%) Advertising
11 6 (1.50%) Back Office
11 6 (1.50%) Games
11 6 (1.50%) General Ledger
12 5 (1.25%) Legal
13 4 (1.00%) Billing
13 4 (1.00%) Law
14 3 (0.75%) Telecoms
15 2 (0.50%) Manufacturing
15 2 (0.50%) Publishing
16 1 (0.25%) Wholesale Banking
Job Titles
1 166 (41.50%) Analyst
2 65 (16.25%) Risk Analyst
3 63 (15.75%) Business Analyst
4 60 (15.00%) Developer
5 53 (13.25%) Credit Analyst
6 47 (11.75%) Credit Risk Analyst
7 42 (10.50%) Consultant
8 30 (7.50%) SAS Analyst
9 29 (7.25%) Senior Analyst
10 23 (5.75%) Business Manager
10 23 (5.75%) Debt Manager
10 23 (5.75%) Risk Manager
11 21 (5.25%) Risk Business Analyst
12 19 (4.75%) C# Developer
12 19 (4.75%) Credit Risk Manager
13 18 (4.50%) Senior Risk Analyst
13 18 (4.50%) SQL Analyst
14 16 (4.00%) Qualitative Analyst
14 16 (4.00%) Quantitative Analyst
14 16 (4.00%) SAS Risk Analyst
Libraries, Frameworks & Software Standards
1 54 (13.50%) .NET
2 53 (13.25%) HTML
3 43 (10.75%) Web Services
4 36 (9.00%) XML
5 26 (6.50%) JSP
6 15 (3.75%) AngularJS
7 12 (3.00%) Spring
8 11 (2.75%) HTML5
9 7 (1.75%) CSS
10 6 (1.50%) RabbitMQ
11 5 (1.25%) .NET Framework
11 5 (1.25%) Angular 2
11 5 (1.25%) ASP.NET
11 5 (1.25%) D3.js
11 5 (1.25%) JMS
12 4 (1.00%) J2EE
12 4 (1.00%) Natural Language Processing
12 4 (1.00%) React
12 4 (1.00%) WCF
13 3 (0.75%) WPF
Miscellaneous
1 114 (28.50%) Analytical Skills
2 70 (17.50%) Market Risk
3 34 (8.50%) Fintech
4 32 (8.00%) Management Information System
5 25 (6.25%) Derivative
5 25 (6.25%) Equities
6 20 (5.00%) Computer Science
6 20 (5.00%) Foreign Exchange (FX)
7 16 (4.00%) Algorithms
8 14 (3.50%) PMI
9 12 (3.00%) Cyberthreat
10 9 (2.25%) Exotic Derivative
11 7 (1.75%) Reference Data
12 6 (1.50%) OTC Derivatives
12 6 (1.50%) Self-Motivation
13 5 (1.25%) Greenfield Project
13 5 (1.25%) Hedge funds
13 5 (1.25%) Social Media
14 3 (0.75%) Credit Derivative
15 2 (0.50%) Fixed Income
Operating Systems
1 41 (10.25%) Unix
2 40 (10.00%) Windows
3 31 (7.75%) AIX
3 31 (7.75%) HPUX
3 31 (7.75%) Solaris
4 9 (2.25%) Linux
5 1 (0.25%) Windows 7
5 1 (0.25%) Windows Server
5 1 (0.25%) Windows Server 2008
5 1 (0.25%) Windows Server 2012
Processes & Methodologies
1 164 (41.00%) Analytics
2 100 (25.00%) Agile Software Development
3 63 (15.75%) Risk Management
4 61 (15.25%) Business Intelligence
5 58 (14.50%) Problem-Solving
5 58 (14.50%) Stakeholder Management
6 53 (13.25%) Mathematics
6 53 (13.25%) Project Management
7 48 (12.00%) Data Management
8 43 (10.75%) ETL
9 38 (9.50%) Kimball Methodology
10 37 (9.25%) Inmon Methodology
11 36 (9.00%) Data Integration
11 36 (9.00%) Data Science
12 35 (8.75%) Data Governance
12 35 (8.75%) Technical Architecture
13 34 (8.50%) User Acceptance Testing
14 31 (7.75%) Wealth Management
15 30 (7.50%) Data Architecture
16 29 (7.25%) Risk Analytics
Programming Languages
1 140 (35.00%) SQL
2 63 (15.75%) Java
3 51 (12.75%) C#
4 49 (12.25%) R
5 40 (10.00%) Python
6 23 (5.75%) C++
7 14 (3.50%) JavaScript
7 14 (3.50%) MATLAB
8 11 (2.75%) VBA
9 9 (2.25%) PL/SQL
10 8 (2.00%) Scala
11 7 (1.75%) C
12 6 (1.50%) VB
13 5 (1.25%) Java 8
14 4 (1.00%) T-SQL
15 3 (0.75%) TypeScript
16 2 (0.50%) Julia
17 1 (0.25%) Bash Shell
17 1 (0.25%) CoffeeScript
17 1 (0.25%) F#
Qualifications
1 90 (22.50%) Degree
2 22 (5.50%) PhD
3 20 (5.00%) CFA
4 14 (3.50%) PMI Certification
5 12 (3.00%) Master's Degree
6 9 (2.25%) ISEB
7 7 (1.75%) Numerate Degree
8 5 (1.25%) Postgraduate
9 4 (1.00%) PMP
10 3 (0.75%) ACCA
10 3 (0.75%) CISA
10 3 (0.75%) CRISC
11 2 (0.50%) CCA
11 2 (0.50%) Computer Science Degree
11 2 (0.50%) ITIL Certification
12 1 (0.25%) CIMA
12 1 (0.25%) TOGAF Certification
Quality Assurance & Compliance
1 41 (10.25%) Data Quality
2 17 (4.25%) IFRS
3 16 (4.00%) IFRS 9
4 12 (3.00%) Dodd-Frank
4 12 (3.00%) MiFID
5 9 (2.25%) EMIR
6 8 (2.00%) Basel III
7 3 (0.75%) COBIT
7 3 (0.75%) FINREP
7 3 (0.75%) QA
8 2 (0.50%) SLA
9 1 (0.25%) Basel II
9 1 (0.25%) COREP
9 1 (0.25%) PMO
9 1 (0.25%) UCITS
System Software
1 3 (0.75%) Docker
2 1 (0.25%) GridGain
Systems Management
1 3 (0.75%) RSA Archer
2 2 (0.50%) HP Quality Center
2 2 (0.50%) Kibana
2 2 (0.50%) Kubernetes
2 2 (0.50%) logstash
3 1 (0.25%) Control-M
3 1 (0.25%) Oracle Enterprise Manager
3 1 (0.25%) Terraform
Vendors
1 41 (10.25%) Oracle
2 10 (2.50%) Microsoft
3 8 (2.00%) Teradata
4 7 (1.75%) Google
5 5 (1.25%) CA Agile Central
6 4 (1.00%) Adobe
7 3 (0.75%) ServiceNow
8 2 (0.50%) Ab Initio
8 2 (0.50%) BT
8 2 (0.50%) Cloudera
8 2 (0.50%) DevExpress
8 2 (0.50%) SAP
8 2 (0.50%) TSYS
9 1 (0.25%) Bloomberg
9 1 (0.25%) CA
9 1 (0.25%) ICL
9 1 (0.25%) Informatica
9 1 (0.25%) Murex
9 1 (0.25%) OpenLink
9 1 (0.25%) SunGard