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 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Statistics
Scotland / Edinburgh
Rank 86 88 94
Rank change year-on-year
+2 +6
Permanent jobs citing Statistics 4 10 10
As % of all permanent IT jobs located in Edinburgh 0.37% 0.81% 0.75%
As % of the Miscellaneous category 1.08% 1.73% 1.93%
Number of salaries quoted 0 5 5
Median salary - £37,500 £45,000
Median salary % change year-on-year
- -16.66%
UK excluding London median salary £37,725 £40,000 £40,000
% change year-on-year
-5.68% -

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
371 578 519
As % of all permanent IT jobs located in Edinburgh 34.26% 46.69% 39.05%
Number of salaries quoted 228 385 336
Median salary £45,000 £43,000 £40,000
Median salary % change year-on-year
+4.65% +7.50%
90% offered a salary of more than £30,000 £25,000 £28,300
10% offered a salary of more than £71,050 £60,000 £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 16 January 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 8 (100.00%) SAS
2 7 (87.50%) Data Mining
2 7 (87.50%) Analytics
3 6 (75.00%) Degree
4 5 (62.50%) Data Analysis
4 5 (62.50%) Oracle
5 4 (50.00%) Risk Management
5 4 (50.00%) Finance
5 4 (50.00%) Legal
5 4 (50.00%) Validation
5 4 (50.00%) Benchmarking
5 4 (50.00%) MATLAB
5 4 (50.00%) Project Management
5 4 (50.00%) Matrix Organization
5 4 (50.00%) Anti-Money Laundering
5 4 (50.00%) Risk Analytics
5 4 (50.00%) Numerical Analysis
5 4 (50.00%) Credit Risk
6 3 (37.50%) Visualisation
6 3 (37.50%) Data Visualisation
6 3 (37.50%) Analytical Skills
7 2 (25.00%) Apache Spark
7 2 (25.00%) Statistical Modelling
7 2 (25.00%) MongoDB
7 2 (25.00%) R
7 2 (25.00%) Tableau
7 2 (25.00%) Data Governance
7 2 (25.00%) D3.js
7 2 (25.00%) Big Data
7 2 (25.00%) 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 8 (100.00%) SAS
2 2 (25.00%) Apache Spark
Applications
1 2 (25.00%) MS Excel
1 2 (25.00%) Stata
2 1 (12.50%) SPSS
Communications & Networking
1 1 (12.50%) SMS
Database & Business Intelligence
1 7 (87.50%) Data Mining
2 2 (25.00%) Big Data
2 2 (25.00%) Hadoop
2 2 (25.00%) MongoDB
2 2 (25.00%) PostgreSQL
2 2 (25.00%) SQL Server
3 1 (12.50%) Data Warehouse
General
1 4 (50.00%) Finance
1 4 (50.00%) Legal
2 2 (25.00%) Games
3 1 (12.50%) Marketing
Job Titles
1 2 (25.00%) Data Scientist
1 2 (25.00%) Senior Data Scientist
2 1 (12.50%) Analyst
2 1 (12.50%) Data Analyst
2 1 (12.50%) Data Insight Analyst
2 1 (12.50%) Insight Analyst
2 1 (12.50%) Insight Data Analyst
2 1 (12.50%) Marketing Analyst
2 1 (12.50%) Marketing Data Analyst
2 1 (12.50%) Marketing Insight Analyst
2 1 (12.50%) Technical Specialist
Libraries, Frameworks & Software Standards
1 2 (25.00%) D3.js
Miscellaneous
1 4 (50.00%) Credit Risk
2 3 (37.50%) Analytical Skills
2 3 (37.50%) Visualisation
3 2 (25.00%) Applied Mathematics
3 2 (25.00%) Computer Science
3 2 (25.00%) Informatics
3 2 (25.00%) Mathematics
Processes & Methodologies
1 7 (87.50%) Analytics
2 5 (62.50%) Data Analysis
3 4 (50.00%) Anti-Money Laundering
3 4 (50.00%) Benchmarking
3 4 (50.00%) Matrix Organization
3 4 (50.00%) Numerical Analysis
3 4 (50.00%) Project Management
3 4 (50.00%) Risk Analytics
3 4 (50.00%) Risk Management
3 4 (50.00%) Validation
4 3 (37.50%) Data Visualisation
5 2 (25.00%) Agile Software Development
5 2 (25.00%) Business Analysis
5 2 (25.00%) Data Governance
5 2 (25.00%) Statistical Modelling
6 1 (12.50%) Coaching
6 1 (12.50%) Customer Insight
6 1 (12.50%) Data Analytics
6 1 (12.50%) Data Management
6 1 (12.50%) Data Modelling
Programming Languages
1 4 (50.00%) MATLAB
2 2 (25.00%) Python
2 2 (25.00%) R
2 2 (25.00%) Scala
3 1 (12.50%) SQL
Qualifications
1 6 (75.00%) Degree
Vendors
1 5 (62.50%) Oracle
2 2 (25.00%) Greenplum
2 2 (25.00%) Microsoft
2 2 (25.00%) Tableau
Edinburgh, Midlothian
Churchill Frank
Salary: £60000 - £70000 per annum + Benefits
Posted: 5 days ago
Edinburgh, Midlothian
Harvey Nash plc
Salary: £60000 - £100000 per annum + Fantastic pay and benefits
Posted: 6 days ago