The table below looks at the prevalence of the term Credit Risk in permanent job vacancies advertised in the North West. 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 / North West
Rank 244 210 242
Rank change year-on-year -34 +32  
Permanent jobs citing Credit Risk 13 30 8
As % of all permanent IT jobs advertised in the North West 0.21% 0.53% 0.12%
As % of the Miscellaneous category 0.53% 1.37% 0.34%
Number of salaries quoted 12 10 5
Median salary £70,000 £50,000 £47,500
Median salary % change year-on-year +40.00% +5.26%  
90% offered a salary of more than £39,250 £35,000 £38,500
10% offered a salary of more than £80,000 £63,200 £54,500
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 the North West with a requirement for generic IT skills.

Generic IT Skills
North West
Permanent job vacancies with a requirement for generic IT skills 2445 2196 2329
As % of all permanent IT job vacancies advertised in the North West 40.32% 38.87% 35.55%
Number of salaries quoted 1966 1791 1865
Median salary £40,000 £40,000 £38,500
Median salary % change year-on-year - +3.89%  
90% offered a salary of more than £26,500 £25,000 £24,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Credit Risk
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West 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 the North West

Credit Risk
Salary Trend in the North West

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

Salary trend for Credit Risk in the North West

Credit Risk
Salary Histogram in the North West

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

Salary histogram for Credit Risk in the North West

Credit Risk
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Credit Risk within the North West 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
Manchester -23 10 £73,000 +21.66% 1
Credit Risk
England

Credit Risk
Top 30 Related IT Skills in the North West

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 North West region with a requirement for Credit Risk.

1 19 (73.08%) SAS
2 17 (65.38%) Business Intelligence
2 17 (65.38%) Big Data
2 17 (65.38%) Analytics
3 16 (61.54%) Web Analytics
3 16 (61.54%) Marketing
4 10 (38.46%) Analytical Skills
5 9 (34.62%) Banking
6 8 (30.77%) Retail
6 8 (30.77%) Degree
6 8 (30.77%) SQL
7 7 (26.92%) Retail Banking
8 6 (23.08%) Python
8 6 (23.08%) R
9 4 (15.38%) Mathematics
9 4 (15.38%) SPSS
9 4 (15.38%) Credit Risk Modelling
10 3 (11.54%) IFRS
10 3 (11.54%) IFRS 9
10 3 (11.54%) Algorithms
10 3 (11.54%) Machine Learning
10 3 (11.54%) Bayesian Methods
10 3 (11.54%) Customer Segmentation
10 3 (11.54%) Broadband
10 3 (11.54%) Telecoms
10 3 (11.54%) Data Analysis
10 3 (11.54%) Stakeholder Engagement
10 3 (11.54%) Data Architecture
11 2 (7.69%) Scala
11 2 (7.69%) Clojure

Credit Risk
Top Related IT Skills in the North West 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 19 (73.08%) SAS
Applications
1 4 (15.38%) SPSS
Communications & Networking
1 3 (11.54%) Broadband
Database & Business Intelligence
1 17 (65.38%) Big Data
2 1 (3.85%) Hadoop
2 1 (3.85%) Oracle Database
2 1 (3.85%) RDBMS
2 1 (3.85%) Relational Database
2 1 (3.85%) SQL Server
General
1 16 (61.54%) Marketing
2 9 (34.62%) Banking
3 8 (30.77%) Retail
4 7 (26.92%) Retail Banking
5 3 (11.54%) Telecoms
6 2 (7.69%) Finance
7 1 (3.85%) Corporate Banking
7 1 (3.85%) Financial Institution
Job Titles
1 13 (50.00%) Analyst
2 5 (19.23%) Risk Analyst
2 5 (19.23%) Strategy Analyst
3 4 (15.38%) Banking Analyst
3 4 (15.38%) Insight Analyst
3 4 (15.38%) Portfolio Analyst
3 4 (15.38%) SAS Analyst
3 4 (15.38%) SAS Risk Analyst
3 4 (15.38%) SQL Analyst
4 3 (11.54%) Architect
4 3 (11.54%) Data Architect
4 3 (11.54%) Data Scientist
5 2 (7.69%) Senior Data Scientist
5 2 (7.69%) Technologist
6 1 (3.85%) Analytics Consultant
6 1 (3.85%) Data Analytics Consultant
6 1 (3.85%) Report Manager
6 1 (3.85%) Scorecard Analyst
6 1 (3.85%) Senior Strategy Analyst
6 1 (3.85%) Senior Technologist
Libraries, Frameworks & Software Standards
1 2 (7.69%) .NET
Miscellaneous
1 10 (38.46%) Analytical Skills
2 3 (11.54%) Algorithms
3 2 (7.69%) Enterprise Software
4 1 (3.85%) Computer Science
4 1 (3.85%) Market Risk
Processes & Methodologies
1 17 (65.38%) Analytics
1 17 (65.38%) Business Intelligence
2 16 (61.54%) Web Analytics
3 4 (15.38%) Credit Risk Modelling
3 4 (15.38%) Mathematics
4 3 (11.54%) Bayesian Methods
4 3 (11.54%) Customer Segmentation
4 3 (11.54%) Data Analysis
4 3 (11.54%) Data Architecture
4 3 (11.54%) Machine Learning
4 3 (11.54%) Stakeholder Engagement
5 2 (7.69%) BDD
5 2 (7.69%) Data Modelling
5 2 (7.69%) Risk Management
5 2 (7.69%) Statistics
5 2 (7.69%) TDD
6 1 (3.85%) E-Commerce
6 1 (3.85%) ETL
6 1 (3.85%) Service Delivery
6 1 (3.85%) Workflow
Programming Languages
1 8 (30.77%) SQL
2 6 (23.08%) Python
2 6 (23.08%) R
3 2 (7.69%) Clojure
3 2 (7.69%) Java
3 2 (7.69%) Ruby
3 2 (7.69%) Scala
4 1 (3.85%) C
Qualifications
1 8 (30.77%) Degree
2 2 (7.69%) PhD
Quality Assurance & Compliance
1 3 (11.54%) IFRS
1 3 (11.54%) IFRS 9
2 2 (7.69%) IAS 39
3 1 (3.85%) Basel III
Vendors
1 1 (3.85%) Oracle