Period
to 19 January 2018

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 6 months to 19 January 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
UK > England
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 811 814 836
Rank change year-on-year +3 +22 -18
Contract jobs citing Regression Analysis 18 12 5
As % of all contract IT jobs advertised in England 0.020% 0.013% 0.005%
As % of the Processes & Methodologies category 0.023% 0.016% 0.006%
Number of daily rates quoted 15 11 4
England median daily rate £375 £375 £538
Median daily rate % change year-on-year - -30.23% +16.22%
10th Percentile £310 £273 £416
90th Percentile £560 £425 £673
UK median daily rate £375 £375 £538
% change year-on-year - -30.23% +16.22%
Number of hourly rates quoted 0 0 0
England median hourly rate - - -
UK 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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Contract vacancies with a requirement for process or methodology skills 78,060 75,679 82,021
As % of all contract IT jobs advertised in England 84.60% 84.07% 82.66%
Number of daily rates quoted 52,754 50,508 53,968
England median daily rate £450 £432 £425
Median daily rate % change year-on-year +4.11% +1.71% +6.12%
10th Percentile £291 £269 £263
90th Percentile £638 £618 £600
UK median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 1,792 2,052 2,501
England median hourly rate £23.63 £25.00 £23.00
Median hourly rate % change year-on-year -5.50% +8.70% +15.00%
10th Percentile £11.35 £11.36 £11.25
90th Percentile £50.00 £48.75 £48.75
UK median hourly rate £23.44 £24.50 £23.50
% change year-on-year -4.34% +4.26% +17.50%

Regression Analysis
Job Vacancy Trend in England

Job postings citing Regression Analysis as a percentage of all IT jobs advertised in England.

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 6 months to 19 January 2018.

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 6 months to 19 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -27 14 £375 - 4
South East -16 3 £388 +40.91%
North of England - 1 - -
Yorkshire - 1 - -
Regression Analysis
UK

For the 6 months to 19 January 2018, 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 12 (66.67%) SQL
2 8 (44.44%) Risk Management
2 8 (44.44%) Analytical Skills
3 7 (38.89%) Data Flow Diagram
3 7 (38.89%) MS Visio
3 7 (38.89%) SAS
3 7 (38.89%) SMS
3 7 (38.89%) Basel II
3 7 (38.89%) VBA
3 7 (38.89%) Microsoft Excel
3 7 (38.89%) Microsoft PowerPoint
3 7 (38.89%) Statistics
4 6 (33.33%) Mathematics
4 6 (33.33%) Computer Science
4 6 (33.33%) Market Risk
4 6 (33.33%) Finance
4 6 (33.33%) R
4 6 (33.33%) Data Quality
5 5 (27.78%) Data Modelling
5 5 (27.78%) Python
6 4 (22.22%) C#
6 4 (22.22%) Java
6 4 (22.22%) Banking
6 4 (22.22%) Machine Learning
6 4 (22.22%) Scala
7 3 (16.67%) SciPy
7 3 (16.67%) NumPy
7 3 (16.67%) Node.js
7 3 (16.67%) Matplotlib
7 3 (16.67%) 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 7 (38.89%) SAS
2 3 (16.67%) Jupyter
3 1 (5.56%) Apache Pig
3 1 (5.56%) Apache Spark
Applications
1 7 (38.89%) Microsoft Excel
1 7 (38.89%) Microsoft PowerPoint
1 7 (38.89%) MS Visio
2 2 (11.11%) SPSS
Cloud Services
1 3 (16.67%) npm
2 1 (5.56%) Google Analytics
Communications & Networking
1 7 (38.89%) SMS
Database & Business Intelligence
1 2 (11.11%) Qlik Sense
1 2 (11.11%) QlikView
2 1 (5.56%) Apache Hive
2 1 (5.56%) Hadoop
2 1 (5.56%) SAS Visual Analytics
Development Applications
1 3 (16.67%) Bower
1 3 (16.67%) Git (software)
1 3 (16.67%) Jenkins
2 1 (5.56%) RStudio
General
1 6 (33.33%) Finance
2 4 (22.22%) Banking
3 1 (5.56%) Local Government
3 1 (5.56%) Private Banking
3 1 (5.56%) Retail Banking
Job Titles
1 9 (50.00%) Analyst
2 7 (38.89%) Risk Analyst
3 4 (22.22%) Developer
4 3 (16.67%) Business Analyst
4 3 (16.67%) Python Developer
4 3 (16.67%) Risk Business Analyst
5 2 (11.11%) Senior Statistician
5 2 (11.11%) Statistician
6 1 (5.56%) Credit Analyst
6 1 (5.56%) Credit Risk Analyst
6 1 (5.56%) Credit Risk Business Analyst
6 1 (5.56%) Customer Analyst
6 1 (5.56%) Customer Insight Analyst
6 1 (5.56%) Data Scientist
6 1 (5.56%) Development Analyst
6 1 (5.56%) Insight Analyst
6 1 (5.56%) Market Risk Analyst
6 1 (5.56%) Qualitative Analyst
6 1 (5.56%) Quantitative Analyst
6 1 (5.56%) Risk Manager
Libraries, Frameworks & Software Standards
1 3 (16.67%) .NET
1 3 (16.67%) AngularJS
1 3 (16.67%) Bokeh
1 3 (16.67%) CSS
1 3 (16.67%) Flask
1 3 (16.67%) HTML
1 3 (16.67%) Matplotlib
1 3 (16.67%) Node.js
1 3 (16.67%) NumPy
1 3 (16.67%) Pandas
1 3 (16.67%) React
1 3 (16.67%) scikit-learn
1 3 (16.67%) SciPy
1 3 (16.67%) Twitter Bootstrap
1 3 (16.67%) XML
2 2 (11.11%) Natural Language Processing
Miscellaneous
1 8 (44.44%) Analytical Skills
2 6 (33.33%) Computer Science
2 6 (33.33%) Market Risk
3 1 (5.56%) Credit Risk
3 1 (5.56%) Data Protection Act
3 1 (5.56%) Foreign Exchange (FX)
3 1 (5.56%) Virtual Team
Processes & Methodologies
1 8 (44.44%) Risk Management
2 7 (38.89%) Data Flow Diagram
2 7 (38.89%) Statistics
3 6 (33.33%) Mathematics
4 5 (27.78%) Data Modelling
5 4 (22.22%) Machine Learning
6 3 (16.67%) OO
6 3 (16.67%) OOP
6 3 (16.67%) Regression Testing
7 2 (11.11%) Agile Software Development
7 2 (11.11%) Cluster Analysis
7 2 (11.11%) Dashboard Development
7 2 (11.11%) Data Privacy
7 2 (11.11%) Data Visualisation
7 2 (11.11%) Deep Learning
7 2 (11.11%) Factor Analysis
7 2 (11.11%) Predictive Modelling
7 2 (11.11%) Statistical Analysis
7 2 (11.11%) Visualisation
8 1 (5.56%) Anti-Money Laundering
Programming Languages
1 12 (66.67%) SQL
2 7 (38.89%) VBA
3 6 (33.33%) R
4 5 (27.78%) Python
5 4 (22.22%) C#
5 4 (22.22%) Java
5 4 (22.22%) Scala
6 3 (16.67%) C++
6 3 (16.67%) JavaScript
6 3 (16.67%) TypeScript
7 2 (11.11%) MATLAB
8 1 (5.56%) C
8 1 (5.56%) PL/SQL
Qualifications
1 3 (16.67%) Postgraduate
2 2 (11.11%) Degree
3 1 (5.56%) PhD
Quality Assurance & Compliance
1 7 (38.89%) Basel II
2 6 (33.33%) Data Quality
3 1 (5.56%) Actionable Recommendations
Systems Management
1 1 (5.56%) Ambari
Vendors
1 1 (5.56%) Google
1 1 (5.56%) Oracle
1 1 (5.56%) Tableau