Period
to 16 July 2018

The table below looks at the prevalence of the term Credit Risk in permanent job vacancies advertised in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that have cited Credit Risk over the 6 months to 16 July 2018 with a comparison to the same period over the previous 2 years.

Credit Risk
UK > Scotland
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 221 169 182
Rank change year-on-year -52 +13 +51
Permanent jobs citing Credit Risk 22 47 58
As % of all permanent IT jobs advertised in Scotland 0.38% 0.91% 0.99%
As % of the Miscellaneous category 0.93% 2.21% 2.18%
Number of salaries quoted 5 31 33
Scotland median annual salary £45,000 £29,000 £74,000
Median salary % change year-on-year +55.17% -60.81% +48.00%
10th Percentile £39,500 £26,750 £33,400
90th Percentile £58,750 £43,750 £77,000
UK median annual salary £67,500 £62,500 £60,000
% change year-on-year +8.00% +4.17% +0.84%

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 Scotland with a requirement for generic IT skills.

All Generic IT Skills
Scotland
Permanent vacancies with a requirement for generic IT skills 2,359 2,130 2,661
As % of all permanent IT jobs advertised in Scotland 40.76% 41.10% 45.22%
Number of salaries quoted 1,553 1,348 1,390
Scotland median annual salary £47,500 £43,500 £45,000
Median salary % change year-on-year +9.20% -3.33% +7.14%
10th Percentile £29,250 £27,000 £26,250
90th Percentile £71,250 £75,000 £68,750
UK median annual salary £50,000 £49,000 £50,000
% change year-on-year +2.04% -2.00% +5.26%

Credit Risk
Job Vacancy Trend in Scotland

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

Job vacancy trend for Credit Risk in Scotland

Credit Risk
Salary Trend in Scotland

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

Salary trend for Credit Risk in Scotland

Credit Risk
Salary Histogram in Scotland

The salary distribution of IT jobs citing Credit Risk in Scotland over the 6 months to 16 July 2018.

Salary histogram for Credit Risk in Scotland

Credit Risk
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Credit Risk within the Scotland region over the 6 months to 16 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
Edinburgh -7 18 £45,000 +25.00% 4
Credit Risk
UK

For the 6 months to 16 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 Scotland region with a requirement for Credit Risk.

1 17 (77.27%) SAS
2 10 (45.45%) Finance
3 7 (31.82%) Line Management
4 6 (27.27%) Analytics
4 6 (27.27%) Analytical Skills
4 6 (27.27%) Risk Management
4 6 (27.27%) Business Intelligence
4 6 (27.27%) SQL
5 5 (22.73%) Stakeholder Management
6 4 (18.18%) Credit Risk Management
7 3 (13.64%) Credit Risk Analytics
7 3 (13.64%) IFRS
7 3 (13.64%) IFRS 9
7 3 (13.64%) Data Science
7 3 (13.64%) Visualisation
7 3 (13.64%) Machine Learning
7 3 (13.64%) Degree
7 3 (13.64%) Operations Research
7 3 (13.64%) Marketing
7 3 (13.64%) Coaching
7 3 (13.64%) Banking
7 3 (13.64%) Retail
7 3 (13.64%) Python
8 2 (9.09%) Project Management
8 2 (9.09%) Teradata
8 2 (9.09%) Statistical Analysis
8 2 (9.09%) Statistics
8 2 (9.09%) Data Extraction
8 2 (9.09%) Risk Analytics
8 2 (9.09%) Mathematics

Credit Risk
Co-occurring IT Skills in Scotland 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 17 (77.27%) SAS
Database & Business Intelligence
1 1 (4.55%) Base SAS
1 1 (4.55%) Big Data
1 1 (4.55%) Oracle Database
1 1 (4.55%) SQL Server
1 1 (4.55%) SQL Server Reporting Services
General
1 10 (45.45%) Finance
2 3 (13.64%) Banking
2 3 (13.64%) Marketing
2 3 (13.64%) Retail
3 1 (4.55%) Retail Banking
3 1 (4.55%) Retail Finance
Job Titles
1 13 (59.09%) Analyst
2 8 (36.36%) Risk Analyst
2 8 (36.36%) SAS Analyst
3 7 (31.82%) Credit Analyst
3 7 (31.82%) Credit Risk Analyst
4 5 (22.73%) Senior Analyst
4 5 (22.73%) Senior Credit Risk Analyst
4 5 (22.73%) Senior Risk Analyst
5 3 (13.64%) Data Scientist
5 3 (13.64%) SAS Credit Risk Analyst
5 3 (13.64%) SAS Risk Analyst
5 3 (13.64%) Strategy Analyst
6 2 (9.09%) Analytics Manager
6 2 (9.09%) Senior SAS Analyst
7 1 (4.55%) Financial Analyst
7 1 (4.55%) Graduate
7 1 (4.55%) Machine Learning Scientist
7 1 (4.55%) Risk Manager
7 1 (4.55%) Senior Manager
7 1 (4.55%) Team Leader
Miscellaneous
1 6 (27.27%) Analytical Skills
Processes & Methodologies
1 7 (31.82%) Line Management
2 6 (27.27%) Analytics
2 6 (27.27%) Business Intelligence
2 6 (27.27%) Risk Management
3 5 (22.73%) Stakeholder Management
4 4 (18.18%) Credit Risk Management
5 3 (13.64%) Coaching
5 3 (13.64%) Credit Risk Analytics
5 3 (13.64%) Data Science
5 3 (13.64%) Machine Learning
5 3 (13.64%) Operations Research
5 3 (13.64%) Visualisation
6 2 (9.09%) Data Extraction
6 2 (9.09%) Mathematics
6 2 (9.09%) Performance Management
6 2 (9.09%) Predictive Modelling
6 2 (9.09%) Project Management
6 2 (9.09%) Risk Analytics
6 2 (9.09%) Statistical Analysis
6 2 (9.09%) Statistics
Programming Languages
1 6 (27.27%) SQL
2 3 (13.64%) Python
3 1 (4.55%) C
3 1 (4.55%) R
3 1 (4.55%) SAS Macro
Qualifications
1 3 (13.64%) Degree
2 1 (4.55%) Numerate Degree
Quality Assurance & Compliance
1 3 (13.64%) IFRS
1 3 (13.64%) IFRS 9
2 1 (4.55%) Basel II
Vendors
1 2 (9.09%) Teradata
2 1 (4.55%) Oracle
2 1 (4.55%) Tableau