Period
to 20 July 2017

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 20 July 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
6 months to
20 Jul 2017
Same period 2016 Same period 2015
Rank 798 855 835
Rank change year-on-year +57 -20 0
Contract jobs citing Regression Analysis 16 17 20
As % of all contract IT jobs advertised in England 0.018% 0.017% 0.020%
As % of the Processes & Methodologies category 0.022% 0.020% 0.024%
Number of daily rates quoted 16 13 14
England median daily rate £406 £465 £450
Median daily rate % change year-on-year -12.63% +3.33% -5.26%
10th Percentile £344 £373 £313
90th Percentile £588 £590 £608
UK median daily rate £406 £473 £450
% change year-on-year -14.02% +5.00% -5.26%
Number of hourly rates quoted 0 3 1
England median hourly rate - £43.00 £43.50
Median hourly rate % change year-on-year - -1.15% -
UK median hourly rate £19.75 £43.00 £43.50
% change year-on-year -54.07% -1.15% -

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 73961 84860 82624
As % of all contract IT job vacancies advertised in England 84.45% 83.59% 80.66%
Number of daily rates quoted 48785 56632 53263
England median daily rate £450 £425 £407
Median daily rate % change year-on-year +5.88% +4.55% +1.63%
10th Percentile £281 £269 £261
90th Percentile £625 £613 £600
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -
Number of hourly rates quoted 1872 1986 2337
England median hourly rate £25.00 £25.00 £21.64
Median hourly rate % change year-on-year - +15.53% +5.56%
10th Percentile £11.72 £11.74 £11.00
90th Percentile £51.50 £48.75 £47.79
UK median hourly rate £25.00 £25.00 £22.00
% change year-on-year - +13.64% +6.82%

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 20 July 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 6 months to 20 July 2017. 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 +51 15 £413 -31.25% 1
South West 0 1 £350 -6.67% 1
Regression Analysis
UK

For the 6 months to 20 July 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 12 (75.00%) SQL
2 9 (56.25%) Finance
3 8 (50.00%) Analytical Skills
4 6 (37.50%) VBA
4 6 (37.50%) Microsoft Excel
4 6 (37.50%) MS Visio
4 6 (37.50%) Risk Management
4 6 (37.50%) Microsoft PowerPoint
4 6 (37.50%) Statistics
5 5 (31.25%) Mathematics
5 5 (31.25%) Cluster Analysis
5 5 (31.25%) Basel II
5 5 (31.25%) Data Quality
5 5 (31.25%) Data Flow Diagram
6 4 (25.00%) Python
6 4 (25.00%) Data Mining
6 4 (25.00%) Regression Testing
6 4 (25.00%) Credit Risk
6 4 (25.00%) Scala
7 3 (18.75%) Monte Carlo Method
7 3 (18.75%) Market Risk
7 3 (18.75%) Visualisation
7 3 (18.75%) SciPy
7 3 (18.75%) NumPy
7 3 (18.75%) Stochastic Modelling
7 3 (18.75%) Node.js
7 3 (18.75%) Matplotlib
7 3 (18.75%) Tableau
7 3 (18.75%) Validation
7 3 (18.75%) Banking

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 (18.75%) Jupyter
2 1 (6.25%) Apache Pig
2 1 (6.25%) Apache Spark
Applications
1 6 (37.50%) Microsoft Excel
1 6 (37.50%) Microsoft PowerPoint
1 6 (37.50%) MS Visio
Cloud Services
1 1 (6.25%) Google Cloud Platform
1 1 (6.25%) Microsoft Azure
Database & Business Intelligence
1 4 (25.00%) Data Mining
2 1 (6.25%) Apache Hive
2 1 (6.25%) Big Data
2 1 (6.25%) BigQuery
2 1 (6.25%) Hadoop
2 1 (6.25%) HDInsight
2 1 (6.25%) Power BI
Development Applications
1 3 (18.75%) Bower
2 2 (12.50%) Git (software)
2 2 (12.50%) Jenkins
3 1 (6.25%) Selenium
3 1 (6.25%) WebDriver
General
1 9 (56.25%) Finance
2 3 (18.75%) Banking
3 1 (6.25%) Front Office
Job Titles
1 12 (75.00%) Analyst
2 6 (37.50%) Risk Analyst
3 5 (31.25%) Business Analyst
3 5 (31.25%) Risk Business Analyst
4 3 (18.75%) Qualitative Analyst
4 3 (18.75%) Quantitative Analyst
4 3 (18.75%) Senior Analyst
4 3 (18.75%) Senior Quantitative Analyst
5 2 (12.50%) Credit Analyst
5 2 (12.50%) Credit Risk Analyst
5 2 (12.50%) Credit Risk Business Analyst
5 2 (12.50%) Data Analyst
5 2 (12.50%) Data Scientist
5 2 (12.50%) Developer
5 2 (12.50%) Python Developer
6 1 (6.25%) Angular Developer
6 1 (6.25%) Digital Analyst
6 1 (6.25%) Market Risk Analyst
6 1 (6.25%) Quantitative Strategist
6 1 (6.25%) Test Analyst
Libraries, Frameworks & Software Standards
1 3 (18.75%) .NET
1 3 (18.75%) AngularJS
1 3 (18.75%) Bokeh
1 3 (18.75%) CSS
1 3 (18.75%) Flask
1 3 (18.75%) HTML
1 3 (18.75%) Matplotlib
1 3 (18.75%) Node.js
1 3 (18.75%) NumPy
1 3 (18.75%) Pandas
1 3 (18.75%) React
1 3 (18.75%) scikit-learn
1 3 (18.75%) SciPy
1 3 (18.75%) Twitter Bootstrap
1 3 (18.75%) XML
Miscellaneous
1 8 (50.00%) Analytical Skills
2 4 (25.00%) Credit Risk
3 3 (18.75%) Foreign Exchange (FX)
3 3 (18.75%) Market Risk
4 2 (12.50%) Computer Science
4 2 (12.50%) User Experience
5 1 (6.25%) Algorithms
5 1 (6.25%) RIA
Processes & Methodologies
1 6 (37.50%) Risk Management
1 6 (37.50%) Statistics
2 5 (31.25%) Cluster Analysis
2 5 (31.25%) Data Flow Diagram
2 5 (31.25%) Mathematics
3 4 (25.00%) Regression Testing
4 3 (18.75%) Bayesian Methods
4 3 (18.75%) Data Modelling
4 3 (18.75%) Decision Tree
4 3 (18.75%) GARCH
4 3 (18.75%) Monte Carlo Method
4 3 (18.75%) OO
4 3 (18.75%) OOP
4 3 (18.75%) Prototyping
4 3 (18.75%) Stochastic Modelling
4 3 (18.75%) Time Series Analysis
4 3 (18.75%) Validation
4 3 (18.75%) Visualisation
5 2 (12.50%) Data Analysis
5 2 (12.50%) Factor Analysis
Programming Languages
1 12 (75.00%) SQL
2 6 (37.50%) VBA
3 4 (25.00%) Python
3 4 (25.00%) Scala
4 3 (18.75%) C#
4 3 (18.75%) C++
4 3 (18.75%) Java
4 3 (18.75%) JavaScript
4 3 (18.75%) TypeScript
5 1 (6.25%) R
Quality Assurance & Compliance
1 5 (31.25%) Basel II
1 5 (31.25%) Data Quality
2 1 (6.25%) QA
System Software
1 1 (6.25%) VMware Infrastructure
Vendors
1 3 (18.75%) Tableau
2 1 (6.25%) VMware
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