Period
to 17 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Financial Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Financial Modelling over the 6 months to 17 January 2018 with a comparison to the same period in the previous 2 years.

Financial Modelling
Scotland > Edinburgh
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 150 130 144
Rank change year-on-year -20 +14 +14
Permanent jobs citing Financial Modelling 3 2 6
As % of all permanent IT jobs advertised in Edinburgh 0.12% 0.091% 0.22%
As % of the Processes & Methodologies category 0.13% 0.099% 0.24%
Number of salaries quoted 2 2 4
Edinburgh median annual salary £45,000 £50,000 £38,750
Median salary % change year-on-year -10.00% +29.03% -8.82%
10th Percentile £42,500 £50,000 £33,750
90th Percentile £47,500 £50,000 £41,250
Scotland median annual salary £45,000 £67,500 £38,750
% change year-on-year -33.33% +74.19% -8.82%

Financial Modelling is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2,377 2,020 2,522
As % of all permanent IT jobs advertised in Edinburgh 91.35% 92.41% 91.58%
Number of salaries quoted 1,474 1,354 1,602
Edinburgh median annual salary £42,500 £45,000 £45,000
Median salary % change year-on-year -5.56% - +5.88%
10th Percentile £27,500 £30,000 £28,750
90th Percentile £66,250 £70,000 £66,250
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Financial Modelling
Job Vacancy Trend in Edinburgh

Job postings citing Financial Modelling as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Financial Modelling in Edinburgh

Financial Modelling
Salary Trend in Edinburgh

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

Salary trend for Financial Modelling in Edinburgh

For the 6 months to 17 January 2018, IT jobs citing Financial Modelling 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 Edinburgh region with a requirement for Financial Modelling.

1 3 (100.00%) Finance
2 2 (66.67%) Validation
2 2 (66.67%) Reinforcement Learning
2 2 (66.67%) Mathematical Modelling
2 2 (66.67%) Text Mining
2 2 (66.67%) Statistical Analysis
2 2 (66.67%) Statistics
2 2 (66.67%) C
2 2 (66.67%) C++
2 2 (66.67%) Java
2 2 (66.67%) SQL
2 2 (66.67%) Python
2 2 (66.67%) PhD
2 2 (66.67%) Business Intelligence
2 2 (66.67%) Degree
2 2 (66.67%) Cluster Analysis
2 2 (66.67%) Mathematics
2 2 (66.67%) Physics
2 2 (66.67%) Computer Science
2 2 (66.67%) Scala
2 2 (66.67%) Hadoop
2 2 (66.67%) Visualisation
2 2 (66.67%) Apache Hive
2 2 (66.67%) MongoDB
2 2 (66.67%) Apache Cassandra
2 2 (66.67%) NoSQL
2 2 (66.67%) R
2 2 (66.67%) Machine Learning
2 2 (66.67%) Big Data
2 2 (66.67%) Statistical Modelling

Financial Modelling
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 2 (66.67%) Apache Spark
Database & Business Intelligence
1 2 (66.67%) Apache Cassandra
1 2 (66.67%) Apache Hive
1 2 (66.67%) Big Data
1 2 (66.67%) Hadoop
1 2 (66.67%) MongoDB
1 2 (66.67%) NoSQL
1 2 (66.67%) Text Mining
General
1 3 (100.00%) Finance
2 1 (33.33%) Banking
2 1 (33.33%) Financial Institution
2 1 (33.33%) International Banking
Job Titles
1 2 (66.67%) Data Scientist
2 1 (33.33%) Analyst
2 1 (33.33%) Finance Systems Analyst
2 1 (33.33%) Financial Analyst
2 1 (33.33%) Systems Analyst
Miscellaneous
1 2 (66.67%) Algorithms
1 2 (66.67%) Analytical Skills
1 2 (66.67%) Computer Science
Processes & Methodologies
1 2 (66.67%) Analytics
1 2 (66.67%) Business Intelligence
1 2 (66.67%) Cluster Analysis
1 2 (66.67%) Data Analytics
1 2 (66.67%) Deep Learning
1 2 (66.67%) Machine Learning
1 2 (66.67%) Mathematical Modelling
1 2 (66.67%) Mathematics
1 2 (66.67%) Physics
1 2 (66.67%) Reinforcement Learning
1 2 (66.67%) Statistical Analysis
1 2 (66.67%) Statistical Modelling
1 2 (66.67%) Statistics
1 2 (66.67%) Validation
1 2 (66.67%) Visualisation
2 1 (33.33%) Risk Management
Programming Languages
1 2 (66.67%) C
1 2 (66.67%) C++
1 2 (66.67%) Java
1 2 (66.67%) Python
1 2 (66.67%) R
1 2 (66.67%) Scala
1 2 (66.67%) SQL
Qualifications
1 2 (66.67%) Degree
1 2 (66.67%) PhD
2 1 (33.33%) CIMA