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 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Statistics
Rank 86 98 101
Rank change year-on-year
+12 +3
Permanent jobs citing Statistics 2 6 11
As % of all permanent IT jobs located in Edinburgh 0.18% 0.42% 0.74%
As % of the Miscellaneous category 0.54% 0.99% 1.85%
Number of salaries quoted 2 2 5
Median salary £42,250 £41,500 £45,000
Median salary % change year-on-year
+1.80% -7.77%
90% offered a salary of more than £40,450 £34,700 £44,200
10% offered a salary of more than £44,050 £48,300 £49,500
UK excluding London median salary £38,000 £39,000 £40,000
% change year-on-year
-2.56% -2.50%
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
370 604 594
As % of all permanent IT jobs located in Edinburgh 33.27% 41.97% 40.22%
Number of salaries quoted 248 359 377
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £30,000 £27,200 £28,500
10% offered a salary of more than £71,500 £55,000 £57,500
UK excluding London median salary £42,500 £42,500 £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
Top 30 Related IT Skills in Edinburgh

For the 6 months to 6 December 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 11 (100.00%) SAS
2 8 (72.73%) Analytics
3 7 (63.64%) Analytical Skills
3 7 (63.64%) Mathematics
3 7 (63.64%) Visualisation
4 6 (54.55%) MS Excel
5 5 (45.45%) SQL Server
5 5 (45.45%) Finance
5 5 (45.45%) Degree
5 5 (45.45%) Data Visualisation
5 5 (45.45%) Tableau
5 5 (45.45%) Hadoop
5 5 (45.45%) Big Data
6 4 (36.36%) R
6 4 (36.36%) Applied Mathematics
6 4 (36.36%) Data Mining
6 4 (36.36%) SQL
6 4 (36.36%) Python
7 3 (27.27%) Oracle
7 3 (27.27%) Microsoft
7 3 (27.27%) PhD
7 3 (27.27%) Informatics
7 3 (27.27%) Data Analysis
7 3 (27.27%) Business Analysis
7 3 (27.27%) Games
7 3 (27.27%) PostgreSQL
7 3 (27.27%) Stata
7 3 (27.27%) Agile Software Development
7 3 (27.27%) Computer Science
7 3 (27.27%) Scala

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 11 (100.00%) SAS
2 3 (27.27%) Apache Spark
Applications
1 6 (54.55%) MS Excel
2 3 (27.27%) Stata
3 2 (18.18%) SPSS
4 1 (9.09%) MS Office
Communications & Networking
1 1 (9.09%) SMS
Database & Business Intelligence
1 5 (45.45%) Big Data
1 5 (45.45%) Hadoop
1 5 (45.45%) SQL Server
2 4 (36.36%) Data Mining
3 3 (27.27%) MongoDB
3 3 (27.27%) PostgreSQL
4 2 (18.18%) MS Access
4 2 (18.18%) QlikView
4 2 (18.18%) Spotfire
5 1 (9.09%) Data Warehouse
General
1 5 (45.45%) Finance
2 3 (27.27%) Games
3 2 (18.18%) Marketing
Job Titles
1 6 (54.55%) Analyst
2 3 (27.27%) Data Scientist
2 3 (27.27%) Risk Analyst
2 3 (27.27%) Senior Data Scientist
3 2 (18.18%) Data Analyst
3 2 (18.18%) Data Insight Analyst
3 2 (18.18%) Insight Analyst
3 2 (18.18%) Insight Data Analyst
4 1 (9.09%) Customer Analyst
4 1 (9.09%) Marketing Analyst
4 1 (9.09%) Marketing Data Analyst
4 1 (9.09%) Marketing Insight Analyst
4 1 (9.09%) Risk Support Analyst
4 1 (9.09%) Support Analyst
4 1 (9.09%) Technical Specialist
Libraries, Frameworks & Software Standards
1 3 (27.27%) D3.js
Miscellaneous
1 7 (63.64%) Analytical Skills
1 7 (63.64%) Mathematics
1 7 (63.64%) Visualisation
2 4 (36.36%) Applied Mathematics
3 3 (27.27%) Computer Science
3 3 (27.27%) Informatics
4 1 (9.09%) Credit Risk
4 1 (9.09%) Economics
Processes & Methodologies
1 8 (72.73%) Analytics
2 5 (45.45%) Data Visualisation
3 3 (27.27%) Agile Software Development
3 3 (27.27%) Business Analysis
3 3 (27.27%) Data Analysis
3 3 (27.27%) Data Governance
3 3 (27.27%) Statistical Modelling
4 2 (18.18%) Data Management
4 2 (18.18%) Econometrics
4 2 (18.18%) Marketing Automation
4 2 (18.18%) Risk Analytics
4 2 (18.18%) Signal Processing
5 1 (9.09%) Coaching
5 1 (9.09%) Credit Risk Modelling
5 1 (9.09%) Customer Engagement
5 1 (9.09%) Customer Insight
5 1 (9.09%) Data Analytics
5 1 (9.09%) Data Modelling
5 1 (9.09%) Machine Learning
Programming Languages
1 4 (36.36%) Python
1 4 (36.36%) R
1 4 (36.36%) SQL
2 3 (27.27%) Scala
3 2 (18.18%) MATLAB
3 2 (18.18%) VBA
Qualifications
1 5 (45.45%) Degree
2 3 (27.27%) PhD
Vendors
1 5 (45.45%) Tableau
2 3 (27.27%) Greenplum
2 3 (27.27%) Microsoft
2 3 (27.27%) Oracle
Edinburgh, Midlothian
Harvey Nash plc
Salary: £60000 - £120000 per annum + Fantastic pay and benefits
Posted: 6 hours ago
Edinburgh
Sainsbury's Bank
Salary: Excellent Salary +Benefits
Posted: 5 days ago
Edinburgh
Sainsbury's Bank
Salary: Excellent Salary +Benefits
Posted: 11 days ago