Period
to 22 July 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Regression Analysis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Regression Analysis over the 6 months to 22 July 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Regression Analysis
Scotland > Edinburgh
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 136 - 136
Rank change year-on-year - +136 -
Contract jobs citing Regression Analysis 1 0 1
As % of all contract IT jobs advertised in Edinburgh 0.033% - 0.036%
As % of the Processes & Methodologies category 0.038% - 0.042%
Number of daily rates quoted 1 0 1
Edinburgh median daily rate £500 - £600
Scotland median daily rate £500 - £600
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

Regression Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Contract vacancies with a requirement for process or methodology skills 2,619 1,903 2,409
As % of all contract IT jobs advertised in Edinburgh 87.21% 83.91% 85.67%
Number of daily rates quoted 1,509 1,159 1,330
Edinburgh median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +6.67%
10th Percentile £288 £260 £270
90th Percentile £575 £550 £550
Scotland median daily rate £400 £380 £375
% change year-on-year +5.26% +1.33% -
Number of hourly rates quoted 23 20 15
Edinburgh median hourly rate £18.50 £17.75 £15.82
Median hourly rate % change year-on-year +4.23% +12.24% -20.93%
10th Percentile £10.75 £12.37 £10.87
90th Percentile £46.10 £43.39 £46.53
Scotland median hourly rate £17.50 £27.50 £36.00
% change year-on-year -36.36% -23.61% +31.20%

For the 6 months to 22 July 2018, IT contractor jobs citing Regression Analysis also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Edinburgh region with a requirement for Regression Analysis.

1 1 (100.00%) Java
1 1 (100.00%) PL/SQL
1 1 (100.00%) SQL
1 1 (100.00%) Oracle
1 1 (100.00%) Data Modelling
1 1 (100.00%) SAS
1 1 (100.00%) Management Information System
1 1 (100.00%) Finance
1 1 (100.00%) Banking
1 1 (100.00%) Asset Management
1 1 (100.00%) Data Analysis
1 1 (100.00%) Google
1 1 (100.00%) Retail Banking
1 1 (100.00%) Private Banking
1 1 (100.00%) Degree
1 1 (100.00%) Computer Science
1 1 (100.00%) Wealth Management
1 1 (100.00%) QlikView
1 1 (100.00%) Google Analytics
1 1 (100.00%) Scala
1 1 (100.00%) Hadoop
1 1 (100.00%) Visualisation
1 1 (100.00%) Open Source
1 1 (100.00%) Apache Hive
1 1 (100.00%) Analytics
1 1 (100.00%) Apache Pig
1 1 (100.00%) Ambari
1 1 (100.00%) Infrastructure Management
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Apache Spark

Regression Analysis
Co-occurring 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 1 (100.00%) Apache Pig
1 1 (100.00%) Apache Spark
1 1 (100.00%) SAS
Cloud Services
1 1 (100.00%) Google Analytics
Database & Business Intelligence
1 1 (100.00%) Apache Hive
1 1 (100.00%) Hadoop
1 1 (100.00%) QlikView
General
1 1 (100.00%) Banking
1 1 (100.00%) Finance
1 1 (100.00%) Private Banking
1 1 (100.00%) Retail Banking
Job Titles
1 1 (100.00%) Data Scientist
Miscellaneous
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Computer Science
1 1 (100.00%) Management Information System
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Anti-Money Laundering
1 1 (100.00%) Asset Management
1 1 (100.00%) Data Analysis
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Science
1 1 (100.00%) Decision Tree
1 1 (100.00%) Forensic Analysis
1 1 (100.00%) Infrastructure Management
1 1 (100.00%) Open Source
1 1 (100.00%) Support Vector Machines
1 1 (100.00%) Visualisation
1 1 (100.00%) Wealth Management
Programming Languages
1 1 (100.00%) Java
1 1 (100.00%) PL/SQL
1 1 (100.00%) Scala
1 1 (100.00%) SQL
Qualifications
1 1 (100.00%) Degree
Systems Management
1 1 (100.00%) Ambari
Vendors
1 1 (100.00%) Google
1 1 (100.00%) Oracle