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 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Statistics
Rank 91 98 93
Rank change year-on-year
+7 -5
Permanent jobs citing Statistics 8 7 17
As % of all permanent IT jobs located in Edinburgh 0.67% 0.48% 1.14%
As % of the Miscellaneous category 1.52% 1.29% 3.00%
Number of salaries quoted 2 6 14
Median salary £39,000 £38,750 £45,000
Median salary % change year-on-year
+0.64% -13.88%
90% offered a salary of more than £34,200 £35,000 £42,900
10% offered a salary of more than £43,800 £51,250 £50,000
UK excluding London median salary £40,000 £39,500 £39,375
% change year-on-year
+1.26% +0.31%
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
528 544 567
As % of all permanent IT jobs located in Edinburgh 43.96% 37.26% 38.00%
Number of salaries quoted 260 345 360
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £27,500 £29,050 £27,000
10% offered a salary of more than £67,500 £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 26 July 2016.

Statistics Salary Histogram in Edinburgh

Statistics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 26 July 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 14 (73.68%) SAS
2 11 (57.89%) Mathematics
2 11 (57.89%) Analytical Skills
3 10 (52.63%) Analytics
3 10 (52.63%) Degree
4 9 (47.37%) MS Excel
4 9 (47.37%) Visualisation
5 8 (42.11%) Tableau
5 8 (42.11%) Big Data
5 8 (42.11%) SQL Server
5 8 (42.11%) Finance
5 8 (42.11%) Hadoop
6 7 (36.84%) Applied Mathematics
6 7 (36.84%) Agile Software Development
6 7 (36.84%) Python
6 7 (36.84%) R
6 7 (36.84%) Data Visualisation
7 6 (31.58%) MongoDB
7 6 (31.58%) Statistical Modelling
7 6 (31.58%) Data Governance
7 6 (31.58%) D3.js
7 6 (31.58%) Apache Spark
7 6 (31.58%) Microsoft
7 6 (31.58%) SQL
7 6 (31.58%) Games
7 6 (31.58%) PostgreSQL
7 6 (31.58%) Stata
7 6 (31.58%) Data Mining
7 6 (31.58%) Business Analysis
7 6 (31.58%) Computer Science

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 14 (73.68%) SAS
2 6 (31.58%) Apache Spark
Applications
1 9 (47.37%) MS Excel
2 6 (31.58%) Stata
3 1 (5.26%) MS Office
3 1 (5.26%) SPSS
Cloud Services
1 1 (5.26%) Microsoft Azure
Database & Business Intelligence
1 8 (42.11%) Big Data
1 8 (42.11%) Hadoop
1 8 (42.11%) SQL Server
2 6 (31.58%) Data Mining
2 6 (31.58%) MongoDB
2 6 (31.58%) PostgreSQL
3 2 (10.53%) MS Access
3 2 (10.53%) QlikView
3 2 (10.53%) Spotfire
4 1 (5.26%) Base SAS
4 1 (5.26%) DocumentDB
General
1 8 (42.11%) Finance
2 6 (31.58%) Games
3 2 (10.53%) Banking
3 2 (10.53%) Marketing
Job Titles
1 10 (52.63%) Analyst
2 6 (31.58%) Data Scientist
3 3 (15.79%) Risk Analyst
3 3 (15.79%) Senior Data Scientist
4 2 (10.53%) Data Analyst
4 2 (10.53%) IT Manager
4 2 (10.53%) IT Services Manager
4 2 (10.53%) Senior Analyst
4 2 (10.53%) Service Manager
4 2 (10.53%) Service Transition Manager
4 2 (10.53%) Transition Manager
5 1 (5.26%) Consultant
5 1 (5.26%) Customer Analyst
5 1 (5.26%) Data Insight Analyst
5 1 (5.26%) Insight Analyst
5 1 (5.26%) Insight Data Analyst
5 1 (5.26%) Risk Support Analyst
5 1 (5.26%) Support Analyst
5 1 (5.26%) Test Analyst
5 1 (5.26%) Testing Analyst
Libraries, Frameworks & Software Standards
1 6 (31.58%) D3.js
2 1 (5.26%) AngularJS
2 1 (5.26%) CSS
2 1 (5.26%) HTML
2 1 (5.26%) HTML5
2 1 (5.26%) JSON
Miscellaneous
1 11 (57.89%) Analytical Skills
1 11 (57.89%) Mathematics
2 9 (47.37%) Visualisation
3 7 (36.84%) Applied Mathematics
4 6 (31.58%) Computer Science
4 6 (31.58%) Informatics
5 3 (15.79%) Credit Risk
6 2 (10.53%) Economics
Processes & Methodologies
1 10 (52.63%) Analytics
2 7 (36.84%) Agile Software Development
2 7 (36.84%) Data Visualisation
3 6 (31.58%) Business Analysis
3 6 (31.58%) Data Governance
3 6 (31.58%) Statistical Modelling
4 4 (21.05%) Data Management
5 2 (10.53%) Continuous Improvement
5 2 (10.53%) Data Analysis
5 2 (10.53%) Econometrics
5 2 (10.53%) ITIL
5 2 (10.53%) ITIL V3
5 2 (10.53%) ITSM
5 2 (10.53%) Line Management
5 2 (10.53%) Non-Functional Testing
5 2 (10.53%) Numerical Analysis
5 2 (10.53%) Risk Analytics
5 2 (10.53%) Service Management
5 2 (10.53%) Supplier Management
5 2 (10.53%) Validation
Programming Languages
1 7 (36.84%) Python
1 7 (36.84%) R
2 6 (31.58%) Scala
2 6 (31.58%) SQL
3 2 (10.53%) MATLAB
3 2 (10.53%) VBA
4 1 (5.26%) C#
4 1 (5.26%) JavaScript
Qualifications
1 10 (52.63%) Degree
2 3 (15.79%) PhD
Quality Assurance & Compliance
1 2 (10.53%) Basel II
2 1 (5.26%) QA
Vendors
1 8 (42.11%) Tableau
2 6 (31.58%) Greenplum
2 6 (31.58%) Microsoft
3 3 (15.79%) Oracle
Edinburgh, Midlothian
Net Talent
Salary: Company benefits package
Posted: 6 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 6 days ago
Edinburgh
Sainsburys Bank
Salary: Excellent Salary +Benefits
Posted: 11 days ago