The following table provides summary statistics for contract job vacancies 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 25 June 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
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 579 640 628
Rank change year-on-year +61 -12  
Contract jobs citing Regression Analysis 8 12 8
As % of all contract IT jobs advertised in the UK 0.017% 0.023% 0.014%
As % of the Processes & Methodologies category 0.020% 0.027% 0.018%
Number of daily rates quoted 8 12 5
Median daily rate £375 £473 £500
Median daily rate % change year-on-year -20.63% -5.50%  
90% offered a daily rate of more than £350 £426 £325
10% offered a daily rate of more than £413 £595 £525
UK excluding London median daily rate £350 £463 £325
% change year-on-year -24.32% +42.30%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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 with a requirement for process and methodology skills.

Contract Process & Methodology Skills
UK
Contract job vacancies with a requirement for process and methodology skills 39103 44215 45229
As % of all contract IT job vacancies advertised in the UK 84.49% 83.33% 80.71%
Number of daily rates quoted 25496 29340 29026
Median daily rate £450 £438 £413
Median daily rate % change year-on-year +2.85% +6.06%  
90% offered a daily rate of more than £313 £300 £285
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 1041 1070 1262
Median hourly rate £32.50 £27.50 £27.50
Median hourly rate % change year-on-year +18.18% -  
90% offered a hourly rate of more than £13.00 £12.58 £12.35
10% offered a hourly rate of more than £53.00 £48.70 £50.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Regression Analysis
Job Vacancy Trend

The job posting trend of jobs advertised 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 the UK

Regression Analysis
Contractor Daily Rate Trend

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

Contractor daily rate trend for Regression Analysis in the UK

Regression Analysis
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Regression Analysis over the 3 months to 25 June 2017.

Contractor daily rate histogram for Regression Analysis in the UK

Regression Analysis
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Regression Analysis in the UK

Regression Analysis
Top 4 Contract Locations

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 UK over the 3 months to 25 June 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
England +44 8 £375 -19.35% 2
London +11 7 £375 -36.17% 1
Bristol - 1 £350 - 1
South West - 1 £350 - 1

For the 6 months to 25 June 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 with a requirement for Regression Analysis.

1 10 (62.50%) SQL
2 7 (43.75%) Finance
3 6 (37.50%) Regression Testing
3 6 (37.50%) Risk Management
3 6 (37.50%) VBA
3 6 (37.50%) Microsoft Excel
3 6 (37.50%) MS Visio
3 6 (37.50%) Microsoft PowerPoint
3 6 (37.50%) Analytical Skills
4 5 (31.25%) Data Quality
4 5 (31.25%) Data Flow Diagram
4 5 (31.25%) Basel II
5 4 (25.00%) Python
5 4 (25.00%) Statistics
5 4 (25.00%) Credit Risk
5 4 (25.00%) Scala
6 3 (18.75%) Market Risk
6 3 (18.75%) SciPy
6 3 (18.75%) NumPy
6 3 (18.75%) Node.js
6 3 (18.75%) Matplotlib
6 3 (18.75%) Tableau
6 3 (18.75%) Mathematics
6 3 (18.75%) Cluster Analysis
6 3 (18.75%) Validation
6 3 (18.75%) Banking
6 3 (18.75%) Data Modelling
6 3 (18.75%) .NET
6 3 (18.75%) CSS
6 3 (18.75%) XML

Regression Analysis
Co-occurring IT Skills 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 2 (12.50%) 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 7 (43.75%) Finance
2 3 (18.75%) Banking
3 2 (12.50%) Manufacturing
4 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%) Test 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
5 2 (12.50%) Software Analyst
5 2 (12.50%) Software Test Analyst
6 1 (6.25%) Angular Developer
6 1 (6.25%) Digital Analyst
6 1 (6.25%) JavaScript Developer
6 1 (6.25%) Qualitative Analyst
6 1 (6.25%) Quantitative Strategist
6 1 (6.25%) Web 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 6 (37.50%) Analytical Skills
2 4 (25.00%) Credit Risk
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%) Foreign Exchange (FX)
5 1 (6.25%) RIA
Processes & Methodologies
1 6 (37.50%) Regression Testing
1 6 (37.50%) Risk Management
2 5 (31.25%) Data Flow Diagram
3 4 (25.00%) Statistics
4 3 (18.75%) Cluster Analysis
4 3 (18.75%) Data Modelling
4 3 (18.75%) Mathematics
4 3 (18.75%) OO
4 3 (18.75%) OOP
4 3 (18.75%) Validation
4 3 (18.75%) Visualisation
5 2 (12.50%) Business Analysis
5 2 (12.50%) Data Analysis
5 2 (12.50%) Factor Analysis
5 2 (12.50%) Manual Testing
5 2 (12.50%) Process Improvement
6 1 (6.25%) Analytics
6 1 (6.25%) Data Analytics
6 1 (6.25%) Statistical Modelling
6 1 (6.25%) Stochastic Modelling
Programming Languages
1 10 (62.50%) 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
East London
Spencer Rose
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