The table below looks at the prevalence of the term Statistics in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Statistics over the 3 months to 24 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jun 2016
Same period 2015 Same period 2014
Statistics
Rank 89 92 92
Rank change year-on-year
+3 0
Permanent jobs citing Statistics 5 8 20
As % of all permanent IT jobs located in Edinburgh 0.41% 0.57% 1.26%
As % of the Miscellaneous category 0.98% 1.58% 3.57%
Number of salaries quoted 3 6 17
Median salary £37,500 £35,000 £45,000
Median salary % change year-on-year
+7.14% -22.22%
90% offered a salary of more than £29,500 £30,962 £42,000
10% offered a salary of more than £43,500 £51,250 £50,000
UK excluding London median salary £37,500 £40,000 £41,250
% change year-on-year
-6.25% -3.03%
Statistics
Scotland

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Edinburgh region.

Miscellaneous Category
Edinburgh
Permanent IT job ads with a match in the
Miscellaneous category
512 506 560
As % of all permanent IT jobs located in Edinburgh 42.42% 36.32% 35.29%
Number of salaries quoted 252 307 332
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £26,500 £27,500 £27,000
10% offered a salary of more than £70,000 £55,000 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Statistics
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Statistics as a proportion of all IT jobs with a match in the Miscellaneous category.

Statistics Jobs Demand Trend in Edinburgh

Statistics
Salary Trend in Edinburgh

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

Statistics Salary Trend in Edinburgh

Statistics
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Statistics across the Edinburgh region over the 3 months to 24 June 2016.

Statistics Salary Histogram in Edinburgh

Statistics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 24 June 2016, 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 16 (64.00%) SAS
2 13 (52.00%) Analytical Skills
3 12 (48.00%) Finance
3 12 (48.00%) Degree
4 10 (40.00%) Mathematics
4 10 (40.00%) SQL
5 9 (36.00%) Analytics
6 7 (28.00%) R
6 7 (28.00%) Microsoft
7 6 (24.00%) MS Excel
7 6 (24.00%) Oracle
7 6 (24.00%) SQL Server
7 6 (24.00%) Hadoop
7 6 (24.00%) Line Management
7 6 (24.00%) Big Data
8 5 (20.00%) Continuous Improvement
8 5 (20.00%) Non-Functional Testing
8 5 (20.00%) Visualisation
8 5 (20.00%) Data Visualisation
8 5 (20.00%) ITIL V3
8 5 (20.00%) ITIL
8 5 (20.00%) Service Management
8 5 (20.00%) ITSM
8 5 (20.00%) SPSS
8 5 (20.00%) Supplier Management
8 5 (20.00%) Agile Software Development
9 4 (16.00%) Economics
9 4 (16.00%) Data Management
9 4 (16.00%) Stata
9 4 (16.00%) Business Analysis

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 16 (64.00%) SAS
2 4 (16.00%) Apache Spark
Applications
1 6 (24.00%) MS Excel
2 5 (20.00%) SPSS
3 4 (16.00%) Stata
4 3 (12.00%) MS Office
Cloud Services
1 3 (12.00%) Google Analytics
2 1 (4.00%) Microsoft Azure
Database & Business Intelligence
1 6 (24.00%) Big Data
1 6 (24.00%) Hadoop
1 6 (24.00%) SQL Server
2 4 (16.00%) Data Mining
2 4 (16.00%) MongoDB
2 4 (16.00%) PostgreSQL
3 2 (8.00%) MS Access
4 1 (4.00%) Base SAS
4 1 (4.00%) DocumentDB
General
1 12 (48.00%) Finance
2 4 (16.00%) Games
3 3 (12.00%) Banking
3 3 (12.00%) Marketing
3 3 (12.00%) Telecoms
Job Titles
1 14 (56.00%) Analyst
2 5 (20.00%) IT Manager
2 5 (20.00%) IT Services Manager
2 5 (20.00%) Service Manager
2 5 (20.00%) Service Transition Manager
2 5 (20.00%) Transition Manager
3 4 (16.00%) Data Scientist
4 3 (12.00%) Senior Analyst
4 3 (12.00%) Statistical Analyst
5 2 (8.00%) Data Analyst
5 2 (8.00%) Risk Analyst
5 2 (8.00%) SAS Analyst
5 2 (8.00%) Senior Test Analyst
5 2 (8.00%) Technical Specialist
5 2 (8.00%) Test Analyst
6 1 (4.00%) Credit Analyst
6 1 (4.00%) Data Consultant
6 1 (4.00%) QA Analyst
6 1 (4.00%) Quality Analyst
6 1 (4.00%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 4 (16.00%) D3.js
2 1 (4.00%) AngularJS
2 1 (4.00%) CSS
2 1 (4.00%) HTML
2 1 (4.00%) HTML5
2 1 (4.00%) JSON
Miscellaneous
1 13 (52.00%) Analytical Skills
2 10 (40.00%) Mathematics
3 5 (20.00%) Visualisation
4 4 (16.00%) Applied Mathematics
4 4 (16.00%) Computer Science
4 4 (16.00%) Economics
4 4 (16.00%) Informatics
5 3 (12.00%) Credit Risk
5 3 (12.00%) Psychology
Processes & Methodologies
1 9 (36.00%) Analytics
2 6 (24.00%) Line Management
3 5 (20.00%) Agile Software Development
3 5 (20.00%) Continuous Improvement
3 5 (20.00%) Data Visualisation
3 5 (20.00%) ITIL
3 5 (20.00%) ITIL V3
3 5 (20.00%) ITSM
3 5 (20.00%) Non-Functional Testing
3 5 (20.00%) Service Management
3 5 (20.00%) Supplier Management
4 4 (16.00%) Business Analysis
4 4 (16.00%) Data Governance
4 4 (16.00%) Data Management
4 4 (16.00%) Mentoring
4 4 (16.00%) Statistical Modelling
5 3 (12.00%) Campaign Analysis
5 3 (12.00%) Numerical Analysis
5 3 (12.00%) Propensity Modelling
5 3 (12.00%) Stress Testing
Programming Languages
1 10 (40.00%) SQL
2 7 (28.00%) R
3 4 (16.00%) Python
3 4 (16.00%) Scala
4 3 (12.00%) VBA
5 1 (4.00%) C#
5 1 (4.00%) JavaScript
Qualifications
1 12 (48.00%) Degree
2 2 (8.00%) PhD
Quality Assurance & Compliance
1 3 (12.00%) Basel II
2 1 (4.00%) QA
Vendors
1 7 (28.00%) Microsoft
2 6 (24.00%) Oracle
3 4 (16.00%) Greenplum
3 4 (16.00%) Tableau
4 3 (12.00%) Adobe
4 3 (12.00%) Google
Edinburgh, Midlothian
Net Talent
Salary: Company benefits package
Posted: Yesterday