The following table provides summary statistics for contract job vacancies advertised in England 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 3 months to 30 April 2017 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
UK / England
3 months to
30 Apr 2017
Same period 2016 Same period 2015
Rank 575 623 598
Rank change year-on-year +48 -25  
Contract jobs citing Regression Analysis 7 14 13
As % of all contract IT jobs advertised in England 0.016% 0.027% 0.026%
As % of the Processes & Methodologies category 0.020% 0.033% 0.032%
Number of daily rates quoted 7 10 8
Median daily rate £475 £455 £450
Median daily rate % change year-on-year +4.39% +1.11%  
90% offered a daily rate of more than £390 £373 £318
10% offered a daily rate of more than £590 £480 £635
UK excluding London median daily rate - £455 £325
% change year-on-year - +40.00%  
Number of hourly rates quoted 0 3 1
Median hourly rate - £43.00 £43.50
Median hourly rate % change year-on-year - -1.14%  
UK excluding London median hourly rate £19.75 £43.00 £43.50
% change year-on-year -54.06% -1.14%  

Regression Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for process and methodology skills.

Contract Process & Methodology Skills
England
Contract job vacancies with a requirement for process and methodology skills 35881 42604 40734
As % of all contract IT job vacancies advertised in England 83.89% 82.90% 80.17%
Number of daily rates quoted 23701 28538 25743
Median daily rate £450 £447 £420
Median daily rate % change year-on-year +0.67% +6.42%  
90% offered a daily rate of more than £308 £300 £285
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £415 £400 £390
% change year-on-year +3.75% +2.56%  
Number of hourly rates quoted 909 947 1201
Median hourly rate £35.00 £30.00 £29.00
Median hourly rate % change year-on-year +16.66% +3.44%  
90% offered a hourly rate of more than £13.00 £12.75 £12.00
10% offered a hourly rate of more than £53.00 £47.91 £47.83
UK excluding London median hourly rate £36.00 £36.00 £30.50
% change year-on-year - +18.03%  

Regression Analysis
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Regression Analysis as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Regression Analysis in England

Regression Analysis
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Regression Analysis in England

Regression Analysis
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Regression Analysis in England over the 3 months to 30 April 2017.

Contractor daily rate histogram for Regression Analysis in England

Regression Analysis
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Regression Analysis 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 30 April 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 - 7 £475 -
Regression Analysis
UK

For the 6 months to 30 April 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 6 (66.67%) SQL
1 6 (66.67%) Python
2 5 (55.56%) Tableau
2 5 (55.56%) Analytical Skills
3 4 (44.44%) Pandas
3 4 (44.44%) scikit-learn
3 4 (44.44%) NumPy
3 4 (44.44%) Statistics
3 4 (44.44%) Scala
3 4 (44.44%) Visualisation
4 3 (33.33%) Finance
4 3 (33.33%) Regression Testing
4 3 (33.33%) Data Analysis
4 3 (33.33%) Data Modelling
4 3 (33.33%) C#
4 3 (33.33%) C++
4 3 (33.33%) HTML
4 3 (33.33%) Java
4 3 (33.33%) JavaScript
4 3 (33.33%) .NET
4 3 (33.33%) CSS
4 3 (33.33%) XML
4 3 (33.33%) OOP
4 3 (33.33%) OO
4 3 (33.33%) SciPy
4 3 (33.33%) Mathematics
4 3 (33.33%) R
4 3 (33.33%) Node.js
4 3 (33.33%) Matplotlib
4 3 (33.33%) AngularJS

Regression Analysis
Co-occurring 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 3 (33.33%) Jupyter
2 1 (11.11%) Apache Pig
2 1 (11.11%) Apache Spark
2 1 (11.11%) SAS
Applications
1 2 (22.22%) Microsoft Excel
2 1 (11.11%) Microsoft PowerPoint
2 1 (11.11%) MS Visio
2 1 (11.11%) SPSS
Cloud Services
1 1 (11.11%) Google Cloud Platform
1 1 (11.11%) Microsoft Azure
Database & Business Intelligence
1 2 (22.22%) Apache Hive
1 2 (22.22%) Big Data
1 2 (22.22%) Hadoop
2 1 (11.11%) BigQuery
2 1 (11.11%) Data Mining
2 1 (11.11%) HDInsight
2 1 (11.11%) Power BI
Development Applications
1 3 (33.33%) Bower
2 2 (22.22%) Git (software)
2 2 (22.22%) Jenkins
General
1 3 (33.33%) Finance
2 2 (22.22%) Banking
3 1 (11.11%) Front Office
3 1 (11.11%) Marketing
Job Titles
1 4 (44.44%) Analyst
2 3 (33.33%) Data Analyst
2 3 (33.33%) Data Scientist
3 2 (22.22%) Developer
3 2 (22.22%) Python Developer
4 1 (11.11%) Angular Developer
4 1 (11.11%) Data Engineer
4 1 (11.11%) Excel Analyst
4 1 (11.11%) JavaScript Developer
4 1 (11.11%) Market Analyst
4 1 (11.11%) Market Risk Analyst
4 1 (11.11%) Quantitative Strategist
4 1 (11.11%) Risk Analyst
4 1 (11.11%) Senior Analyst
4 1 (11.11%) Senior Data Analyst
4 1 (11.11%) SQL Analyst
4 1 (11.11%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 4 (44.44%) NumPy
1 4 (44.44%) Pandas
1 4 (44.44%) scikit-learn
2 3 (33.33%) .NET
2 3 (33.33%) AngularJS
2 3 (33.33%) Bokeh
2 3 (33.33%) CSS
2 3 (33.33%) Flask
2 3 (33.33%) HTML
2 3 (33.33%) Matplotlib
2 3 (33.33%) Node.js
2 3 (33.33%) React
2 3 (33.33%) SciPy
2 3 (33.33%) Twitter Bootstrap
2 3 (33.33%) XML
Miscellaneous
1 5 (55.56%) Analytical Skills
2 2 (22.22%) Algorithms
3 1 (11.11%) Credit Risk
3 1 (11.11%) Market Risk
3 1 (11.11%) User Experience
Processes & Methodologies
1 4 (44.44%) Statistics
1 4 (44.44%) Visualisation
2 3 (33.33%) Analytics
2 3 (33.33%) Data Analysis
2 3 (33.33%) Data Modelling
2 3 (33.33%) Mathematics
2 3 (33.33%) OO
2 3 (33.33%) OOP
2 3 (33.33%) Regression Testing
3 2 (22.22%) Cluster Analysis
3 2 (22.22%) Data Analytics
3 2 (22.22%) Factor Analysis
4 1 (11.11%) Actionable Insight
4 1 (11.11%) Data Flow Diagram
4 1 (11.11%) Data Management
4 1 (11.11%) Mathematical Modelling
4 1 (11.11%) Predictive Analytics
4 1 (11.11%) Propensity Modelling
4 1 (11.11%) Resource Management
4 1 (11.11%) Time Series Analysis
Programming Languages
1 6 (66.67%) Python
1 6 (66.67%) SQL
2 4 (44.44%) Scala
3 3 (33.33%) C#
3 3 (33.33%) C++
3 3 (33.33%) Java
3 3 (33.33%) JavaScript
3 3 (33.33%) R
3 3 (33.33%) TypeScript
4 1 (11.11%) MATLAB
4 1 (11.11%) Perl
4 1 (11.11%) VBA
Quality Assurance & Compliance
1 1 (11.11%) Basel II
1 1 (11.11%) Data Quality
Vendors
1 5 (55.56%) Tableau