Period
to 18 July 2018

The table below looks at the prevalence of the term Credit Risk in permanent job vacancies advertised in Edinburgh. Included is a benchmarking guide to the salaries offered in vacancies that have cited Credit Risk over the 6 months to 18 July 2018 with a comparison to the same period over the previous 2 years.

Credit Risk
Scotland > Edinburgh
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 131 131 105
Rank change year-on-year 0 -26 +42
Permanent jobs citing Credit Risk 18 13 40
As % of all permanent IT jobs advertised in Edinburgh 0.67% 0.53% 1.55%
As % of the Miscellaneous category 1.61% 1.23% 3.54%
Number of salaries quoted 5 7 32
Edinburgh median annual salary £45,000 £36,000 £74,000
Median salary % change year-on-year +25.00% -51.35% +48.00%
10th Percentile £39,500 £29,600 £32,950
90th Percentile £58,750 £45,000 £77,000
Scotland median annual salary £45,000 £29,000 £74,000
% change year-on-year +55.17% -60.81% +48.00%

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 advertised in Edinburgh with a requirement for generic IT skills.

All Generic IT Skills
Edinburgh
Permanent vacancies with a requirement for generic IT skills 1,115 1,054 1,130
As % of all permanent IT jobs advertised in Edinburgh 41.78% 42.60% 43.85%
Number of salaries quoted 711 663 626
Edinburgh median annual salary £50,000 £42,500 £45,000
Median salary % change year-on-year +17.65% -5.56% +12.50%
10th Percentile £28,000 £27,500 £26,250
90th Percentile £75,000 £73,750 £71,250
Scotland median annual salary £47,500 £43,500 £45,000
% change year-on-year +9.20% -3.33% +7.14%

Credit Risk
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Credit Risk in Edinburgh

Credit Risk
Salary Trend in Edinburgh

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

Salary trend for Credit Risk in Edinburgh

Credit Risk
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Credit Risk in Edinburgh over the 6 months to 18 July 2018.

Salary histogram for Credit Risk in Edinburgh

For the 6 months to 18 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 across the Edinburgh region with a requirement for Credit Risk.

1 13 (72.22%) SAS
2 10 (55.56%) Finance
3 6 (33.33%) Risk Management
3 6 (33.33%) Business Intelligence
3 6 (33.33%) SQL
3 6 (33.33%) Analytics
4 5 (27.78%) Stakeholder Management
5 4 (22.22%) Credit Risk Management
6 3 (16.67%) Line Management
6 3 (16.67%) Coaching
6 3 (16.67%) Operations Research
6 3 (16.67%) Marketing
6 3 (16.67%) Visualisation
6 3 (16.67%) Degree
6 3 (16.67%) Machine Learning
6 3 (16.67%) Banking
6 3 (16.67%) Retail
6 3 (16.67%) Python
6 3 (16.67%) IFRS
6 3 (16.67%) IFRS 9
6 3 (16.67%) Credit Risk Analytics
6 3 (16.67%) Data Science
7 2 (11.11%) Performance Measurement
7 2 (11.11%) Project Management
7 2 (11.11%) Teradata
7 2 (11.11%) Statistical Analysis
7 2 (11.11%) Statistics
7 2 (11.11%) Data Extraction
7 2 (11.11%) Predictive Modelling
7 2 (11.11%) Performance Management

Credit Risk
Co-occurring IT Skills in Edinburgh 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 13 (72.22%) SAS
Database & Business Intelligence
1 1 (5.56%) Base SAS
1 1 (5.56%) Big Data
1 1 (5.56%) Oracle Database
1 1 (5.56%) SQL Server
1 1 (5.56%) SQL Server Reporting Services
General
1 10 (55.56%) Finance
2 3 (16.67%) Banking
2 3 (16.67%) Marketing
2 3 (16.67%) Retail
3 1 (5.56%) Retail Banking
3 1 (5.56%) Retail Finance
Job Titles
1 9 (50.00%) Analyst
2 6 (33.33%) Risk Analyst
3 5 (27.78%) Credit Analyst
3 5 (27.78%) Credit Risk Analyst
4 4 (22.22%) SAS Analyst
5 3 (16.67%) Data Scientist
5 3 (16.67%) Senior Analyst
5 3 (16.67%) Senior Credit Risk Analyst
5 3 (16.67%) Senior Risk Analyst
5 3 (16.67%) Strategy Analyst
6 2 (11.11%) Analytics Manager
7 1 (5.56%) Credit Risk Manager
7 1 (5.56%) Credit Risk Modeller
7 1 (5.56%) Graduate Analyst
7 1 (5.56%) Graduate Risk Analyst
7 1 (5.56%) Machine Learning Scientist
7 1 (5.56%) SAS Credit Risk Analyst
7 1 (5.56%) SAS Modeller
7 1 (5.56%) SAS Risk Analyst
7 1 (5.56%) Senior Risk Manager
Miscellaneous
1 2 (11.11%) Analytical Skills
Processes & Methodologies
1 6 (33.33%) Analytics
1 6 (33.33%) Business Intelligence
1 6 (33.33%) Risk Management
2 5 (27.78%) Stakeholder Management
3 4 (22.22%) Credit Risk Management
4 3 (16.67%) Coaching
4 3 (16.67%) Credit Risk Analytics
4 3 (16.67%) Data Science
4 3 (16.67%) Line Management
4 3 (16.67%) Machine Learning
4 3 (16.67%) Operations Research
4 3 (16.67%) Visualisation
5 2 (11.11%) Data Extraction
5 2 (11.11%) Mathematics
5 2 (11.11%) Performance Management
5 2 (11.11%) Predictive Modelling
5 2 (11.11%) Project Management
5 2 (11.11%) Risk Analytics
5 2 (11.11%) Statistical Analysis
5 2 (11.11%) Statistics
Programming Languages
1 6 (33.33%) SQL
2 3 (16.67%) Python
3 1 (5.56%) C
3 1 (5.56%) R
3 1 (5.56%) SAS Macro
Qualifications
1 3 (16.67%) Degree
2 1 (5.56%) Numerate Degree
Quality Assurance & Compliance
1 3 (16.67%) IFRS
1 3 (16.67%) IFRS 9
2 1 (5.56%) Basel II
Vendors
1 2 (11.11%) Teradata
2 1 (5.56%) Oracle
2 1 (5.56%) Tableau