The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Statistics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistics over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Statistics
Scotland / Edinburgh
Rank 77 76 95
Rank change year-on-year -1 +19  
Permanent jobs citing Statistics 13 20 6
As % of all permanent IT jobs advertised in Edinburgh 1.16% 1.49% 0.44%
As % of the Processes & Methodologies category 1.25% 1.64% 0.50%
Number of salaries quoted 4 9 3
Median salary £40,000 £37,500 £45,000
Median salary % change year-on-year +6.66% -16.66%  
90% offered a salary of more than £30,750 £32,500 £35,000
10% offered a salary of more than £53,100 £52,000 £51,000
UK excluding London median salary £40,000 £44,500 £40,000
% change year-on-year -10.11% +11.25%  

Statistics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for process and methodology skills.

Process & Methodology Skills
Edinburgh
Permanent job vacancies with a requirement for process and methodology skills 1043 1219 1202
As % of all permanent IT job vacancies advertised in Edinburgh 93.29% 90.90% 88.91%
Number of salaries quoted 678 819 714
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year - +7.95%  
90% offered a salary of more than £33,500 £32,500 £32,500
10% offered a salary of more than £72,500 £59,300 £67,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Statistics
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing Statistics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Statistics in Edinburgh

Statistics
Salary Trend in Edinburgh

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

Salary trend for Statistics in Edinburgh

Statistics
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Statistics in Edinburgh over the 3 months to 27 March 2017.

Salary histogram for Statistics in Edinburgh

Statistics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 27 March 2017, IT jobs citing Statistics 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 Statistics.

1 11 (78.57%) Data Analysis
2 8 (57.14%) Degree
2 8 (57.14%) Analytics
3 6 (42.86%) Finance
3 6 (42.86%) Data Mining
3 6 (42.86%) Mathematics
4 5 (35.71%) MongoDB
4 5 (35.71%) PostgreSQL
4 5 (35.71%) SAS
4 5 (35.71%) SQL
4 5 (35.71%) Python
5 4 (28.57%) Oracle
5 4 (28.57%) Legal
5 4 (28.57%) Validation
5 4 (28.57%) Benchmarking
5 4 (28.57%) MATLAB
5 4 (28.57%) Project Management
5 4 (28.57%) Risk Management
5 4 (28.57%) Risk Analytics
5 4 (28.57%) Numerical Analysis
5 4 (28.57%) Credit Risk
5 4 (28.57%) Anti-Money Laundering
5 4 (28.57%) Matrix Organization
6 3 (21.43%) Data Analytics
6 3 (21.43%) NoSQL
6 3 (21.43%) Marketing
6 3 (21.43%) Linux
6 3 (21.43%) ETL
7 2 (14.29%) Data Modelling
7 2 (14.29%) Operations Research

Statistics
Top Related 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 5 (35.71%) SAS
Applications
1 1 (7.14%) SPSS
Database & Business Intelligence
1 6 (42.86%) Data Mining
2 5 (35.71%) MongoDB
2 5 (35.71%) PostgreSQL
3 3 (21.43%) NoSQL
General
1 6 (42.86%) Finance
2 4 (28.57%) Legal
3 3 (21.43%) Marketing
4 1 (7.14%) Retail
Job Titles
1 7 (50.00%) Analyst
2 6 (42.86%) Data Analyst
3 3 (21.43%) Service Analyst
4 2 (14.29%) Data Insight Analyst
4 2 (14.29%) Data Scientist
4 2 (14.29%) Insight Analyst
4 2 (14.29%) Insight Data Analyst
4 2 (14.29%) Marketing Analyst
4 2 (14.29%) Marketing Data Analyst
4 2 (14.29%) Marketing Insight Analyst
4 2 (14.29%) Senior Analyst
5 1 (7.14%) Delivery Manager
5 1 (7.14%) Operations Analyst
5 1 (7.14%) Senior Operations Analyst
5 1 (7.14%) Service Manager
5 1 (7.14%) Services Delivery Manager
Libraries, Frameworks & Software Standards
1 2 (14.29%) AngularJS
1 2 (14.29%) D3.js
1 2 (14.29%) Django
Miscellaneous
1 4 (28.57%) Credit Risk
2 2 (14.29%) Analytical Skills
Operating Systems
1 3 (21.43%) Linux
Processes & Methodologies
1 11 (78.57%) Data Analysis
2 8 (57.14%) Analytics
3 6 (42.86%) Mathematics
4 4 (28.57%) Anti-Money Laundering
4 4 (28.57%) Benchmarking
4 4 (28.57%) Matrix Organization
4 4 (28.57%) Numerical Analysis
4 4 (28.57%) Project Management
4 4 (28.57%) Risk Analytics
4 4 (28.57%) Risk Management
4 4 (28.57%) Validation
5 3 (21.43%) Data Analytics
5 3 (21.43%) ETL
6 2 (14.29%) Applied Mathematics
6 2 (14.29%) Data Modelling
6 2 (14.29%) Machine Learning
6 2 (14.29%) Marketing Automation
6 2 (14.29%) Operations Research
6 2 (14.29%) Visualisation
7 1 (7.14%) Continuous Improvement
Programming Languages
1 5 (35.71%) Python
1 5 (35.71%) SQL
2 4 (28.57%) MATLAB
3 1 (7.14%) R
Qualifications
1 8 (57.14%) Degree
Quality Assurance & Compliance
1 1 (7.14%) SLA
Vendors
1 4 (28.57%) Oracle
Edinburgh
Churchill Frank
Salary: £55000 - £61000 per annum
Posted: 2 days ago
Edinburgh, Midlothian
ClearCube Consulting
Salary: From £60,000 to £80,000 per annum
Posted: 5 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum
Posted: 8 days ago