The table below looks at the statistics for Regression Analysis skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Regression Analysis over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Regression Analysis
UK / England
Rank 570 587 587
Rank change year-on-year
+17 0
Contract jobs citing Regression Analysis 7 2 12
As % of all contract IT jobs located in England 0.017% 0.004% 0.025%
As % of the Processes & Methodologies category 0.020% 0.005% 0.032%
Number of daily rates quoted 7 1 9
Median daily rate £475 £375 £450
Median daily rate % change year-on-year
+26.66% -16.66%
90% offered a daily rate of more than £350 £375 £420
10% offered a daily rate of more than £590 £375 £790
UK excluding London median daily rate £275 £375 £650
% change year-on-year
-26.66% -42.30%
Number of hourly rates quoted 0 1 1
Median hourly rate - £46.20 £43.50
Median hourly rate % change year-on-year
- +6.20%
UK excluding London median hourly rate £18.50 £46.20 £43.50
% change year-on-year
-59.95% +6.20%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the England region.

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
34870 38985 38045
As % of all contract IT jobs located in England 82.97% 82.80% 79.76%
Number of daily rates quoted 23337 25837 24375
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £283
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+1.87% +0.29%
Number of hourly rates quoted 863 1056 1033
Median hourly rate £36.00 £37.50 £27.50
Median hourly rate % change year-on-year
-4.00% +36.36%
90% offered a hourly rate of more than £13.50 £13.00 £12.00
10% offered a hourly rate of more than £53.00 £55.00 £49.50
UK excluding London median hourly rate £36.00 £40.00 £29.00
% change year-on-year
-10.00% +37.93%

Regression Analysis
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Regression Analysis as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Regression Analysis Jobs Demand Trend in England

Regression Analysis
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Regression Analysis across the England region.

Regression Analysis Daily Rate Trend in England

Regression Analysis
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Regression Analysis across the England region over the 3 months to 27 February 2017.

Regression Analysis Daily Rate Histogram in England

Regression Analysis
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Regression Analysis across the England region.

Regression Analysis Hourly Rate Trend in England

Regression Analysis
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Regression Analysis within the England region over the 3 months to 27 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London - 6 £525 - 2
South East - 1 £275 -
Regression Analysis
UK

Regression Analysis
Top 30 Related IT Skills in England

For the 6 months to 27 February 2017, IT contractor jobs citing Regression Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region with a requirement for Regression Analysis.

1 10 (71.43%) SQL
2 9 (64.29%) Python
2 9 (64.29%) Analytical Skills
3 8 (57.14%) Visualisation
3 8 (57.14%) Tableau
4 7 (50.00%) R
4 7 (50.00%) Statistics
4 7 (50.00%) Analytics
5 5 (35.71%) Mathematics
5 5 (35.71%) Finance
6 4 (28.57%) SAS
6 4 (28.57%) Business Intelligence
6 4 (28.57%) SPSS
6 4 (28.57%) Data Analysis
6 4 (28.57%) Data Modelling
6 4 (28.57%) Scala
6 4 (28.57%) NumPy
6 4 (28.57%) Time Series Analysis
6 4 (28.57%) Pandas
6 4 (28.57%) scikit-learn
7 3 (21.43%) Actionable Insight
7 3 (21.43%) Bokeh
7 3 (21.43%) Jupyter
7 3 (21.43%) React
7 3 (21.43%) Bower
7 3 (21.43%) Flask
7 3 (21.43%) SciPy
7 3 (21.43%) AngularJS
7 3 (21.43%) Twitter Bootstrap
7 3 (21.43%) Propensity Modelling

Regression Analysis
Top Related IT Skills in England 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 4 (28.57%) SAS
2 3 (21.43%) Jupyter
3 2 (14.29%) Apache Pig
4 1 (7.14%) Apache Spark
Applications
1 4 (28.57%) SPSS
2 2 (14.29%) MS Excel
Business Applications
1 1 (7.14%) FastStats
Cloud Services
1 1 (7.14%) Google Cloud Platform
1 1 (7.14%) Microsoft Azure
Database & Business Intelligence
1 3 (21.43%) Big Data
1 3 (21.43%) SQL Server
2 2 (14.29%) Apache Hive
2 2 (14.29%) Hadoop
3 1 (7.14%) BigQuery
3 1 (7.14%) Data Mining
3 1 (7.14%) HDInsight
3 1 (7.14%) Mahout
3 1 (7.14%) Oracle Reports
3 1 (7.14%) Power BI
3 1 (7.14%) Relational Database
3 1 (7.14%) Spotfire
Development Applications
1 3 (21.43%) Bower
2 2 (14.29%) Git (software)
2 2 (14.29%) Jenkins
General
1 5 (35.71%) Finance
2 3 (21.43%) Marketing
3 1 (7.14%) Banking
3 1 (7.14%) Games
3 1 (7.14%) Retail
Job Titles
1 8 (57.14%) Analyst
1 8 (57.14%) Data Analyst
2 4 (28.57%) Data Scientist
3 3 (21.43%) Excel Analyst
3 3 (21.43%) Senior Analyst
3 3 (21.43%) Senior Data Analyst
3 3 (21.43%) SQL Analyst
3 3 (21.43%) SQL Data Analyst
4 2 (14.29%) Developer
4 2 (14.29%) Python Developer
5 1 (7.14%) Angular Developer
5 1 (7.14%) CRM Analyst
5 1 (7.14%) Data Engineer
5 1 (7.14%) JavaScript Developer
5 1 (7.14%) Quantitative Strategist
Libraries, Frameworks & Software Standards
1 4 (28.57%) NumPy
1 4 (28.57%) Pandas
1 4 (28.57%) scikit-learn
2 3 (21.43%) .NET
2 3 (21.43%) AngularJS
2 3 (21.43%) Bokeh
2 3 (21.43%) CSS
2 3 (21.43%) Flask
2 3 (21.43%) HTML
2 3 (21.43%) Matplotlib
2 3 (21.43%) Node.js
2 3 (21.43%) React
2 3 (21.43%) SciPy
2 3 (21.43%) Twitter Bootstrap
2 3 (21.43%) XML
3 1 (7.14%) D3.js
Miscellaneous
1 9 (64.29%) Analytical Skills
2 2 (14.29%) Algorithms
3 1 (7.14%) Computer Science
3 1 (7.14%) Foreign Exchange (FX)
3 1 (7.14%) User Experience
Processes & Methodologies
1 8 (57.14%) Visualisation
2 7 (50.00%) Analytics
2 7 (50.00%) Statistics
3 5 (35.71%) Mathematics
4 4 (28.57%) Business Intelligence
4 4 (28.57%) Data Analysis
4 4 (28.57%) Data Modelling
4 4 (28.57%) Time Series Analysis
5 3 (21.43%) Actionable Insight
5 3 (21.43%) Cluster Analysis
5 3 (21.43%) OO
5 3 (21.43%) OOP
5 3 (21.43%) Propensity Modelling
5 3 (21.43%) Regression Testing
6 2 (14.29%) Data Analytics
6 2 (14.29%) Data Visualisation
6 2 (14.29%) Factor Analysis
7 1 (7.14%) Linear Regression
7 1 (7.14%) Performance Attribution
7 1 (7.14%) Translating Business Requirements
Programming Languages
1 10 (71.43%) SQL
2 9 (64.29%) Python
3 7 (50.00%) R
4 4 (28.57%) Scala
5 3 (21.43%) C#
5 3 (21.43%) C++
5 3 (21.43%) Java
5 3 (21.43%) JavaScript
5 3 (21.43%) TypeScript
6 2 (14.29%) MATLAB
7 1 (7.14%) C
7 1 (7.14%) Perl
7 1 (7.14%) T-SQL
Qualifications
1 1 (7.14%) CFA
Vendors
1 8 (57.14%) Tableau
2 1 (7.14%) Oracle
2 1 (7.14%) Teradata