The following table provides summary statistics for contract job vacancies with a requirement for Logistic Regression skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Logistic Regression over the 3 months to 29 March 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.

Logistic Regression
UK
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 588 646 616
Rank change year-on-year +58 -30  
Contract jobs citing Logistic Regression 17 2 9
As % of all contract IT jobs advertised in the UK 0.038% 0.004% 0.017%
As % of the Processes & Methodologies category 0.045% 0.004% 0.021%
Number of daily rates quoted 9 2 6
Median daily rate £475 £575 £450
Median daily rate % change year-on-year -17.39% +27.77%  
90% offered a daily rate of more than £410 £475 £440
10% offered a daily rate of more than £830 £675 £600
UK excluding London median daily rate £469 £700 £430
% change year-on-year -33.03% +62.79%  
Number of hourly rates quoted 5 0 0
Median hourly rate £42.48 - -
UK excluding London median hourly rate £42.48 - -

Logistic Regression 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 37580 44576 42623
As % of all contract IT job vacancies advertised in the UK 83.08% 82.82% 79.74%
Number of daily rates quoted 24839 29287 26403
Median daily rate £450 £430 £418
Median daily rate % change year-on-year +4.77% +2.87%  
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 953 1111 1229
Median hourly rate £35.00 £37.50 £28.25
Median hourly rate % change year-on-year -6.66% +32.74%  
90% offered a hourly rate of more than £13.00 £13.00 £12.10
10% offered a hourly rate of more than £53.00 £55.00 £49.50
UK excluding London median hourly rate £35.75 £38.50 £30.00
% change year-on-year -7.14% +28.33%  

Logistic Regression
Job Vacancy Trend

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

Job vacancy trend for Logistic Regression in the UK

Logistic Regression
Contractor Daily Rate Trend

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

Contractor daily rate trend for Logistic Regression in the UK

Logistic Regression
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Logistic Regression over the 3 months to 29 March 2017.

Contractor daily rate histogram for Logistic Regression in the UK

Logistic Regression
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Logistic Regression in the UK

Logistic Regression
Top 13 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Logistic Regression within the UK over the 3 months to 29 March 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 +64 17 £475 -17.39% 3
North West +34 5 - - 1
Cheshire +31 5 - -
South East - 5 £463 -
Crewe - 5 - -
Havant - 4 £469 -
Hampshire - 4 £469 -
London +33 3 £825 +83.33% 1
East of England - 2 £613 -
East Midlands - 2 £350 -
Leicestershire - 2 £350 -
Hertfordshire - 2 £613 -
Watford - 1 £750 -

For the 6 months to 29 March 2017, IT contractor jobs citing Logistic Regression 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 Logistic Regression.

1 13 (68.42%) Neural Network
2 10 (52.63%) Analytics
3 9 (47.37%) R
4 8 (42.11%) Data Analysis
4 8 (42.11%) SQL
4 8 (42.11%) VBA
5 7 (36.84%) SPSS
5 7 (36.84%) CHAID
5 7 (36.84%) Data Mining
5 7 (36.84%) Spreadsheet
5 7 (36.84%) Statistics
5 7 (36.84%) Mathematics
5 7 (36.84%) Analytical Skills
5 7 (36.84%) Linear Regression
5 7 (36.84%) ANOVA
6 6 (31.58%) Decision Tree
6 6 (31.58%) Time Series Analysis
6 6 (31.58%) Statistical Modelling
6 6 (31.58%) Computer Science
6 6 (31.58%) Python
6 6 (31.58%) MS Excel
7 5 (26.32%) ETL
7 5 (26.32%) MS Project
7 5 (26.32%) MATLAB
7 5 (26.32%) Project Management
7 5 (26.32%) Finance
7 5 (26.32%) Operations Research
7 5 (26.32%) Critical Path Analysis
7 5 (26.32%) Economics
7 5 (26.32%) Business Analysis

Logistic Regression
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 2 (10.53%) Apache Spark
1 2 (10.53%) SAS
2 1 (5.26%) Apache Pig
Applications
1 7 (36.84%) Spreadsheet
1 7 (36.84%) SPSS
2 6 (31.58%) MS Excel
3 5 (26.32%) MS Project
4 3 (15.79%) GNU Octave
4 3 (15.79%) SPSS Modeler
5 2 (10.53%) MS Office
5 2 (10.53%) MS PowerPoint
Cloud Services
1 1 (5.26%) Amazon AWS
1 1 (5.26%) Amazon EC2
Database & Business Intelligence
1 7 (36.84%) Data Mining
2 5 (26.32%) Big Data
3 4 (21.05%) Hadoop
3 4 (21.05%) Relational Database
4 3 (15.79%) Apache Cassandra
4 3 (15.79%) NoSQL
4 3 (15.79%) RDBMS
5 1 (5.26%) Apache Hive
5 1 (5.26%) Blockchain
5 1 (5.26%) Flink
5 1 (5.26%) HBase
5 1 (5.26%) SQL Server
5 1 (5.26%) Text Mining
General
1 5 (26.32%) Finance
2 3 (15.79%) Back Office
2 3 (15.79%) Marketing
Job Titles
1 8 (42.11%) Analyst
2 7 (36.84%) Data Scientist
3 4 (21.05%) Data Analyst
3 4 (21.05%) Programme Analyst
4 3 (15.79%) Architect
4 3 (15.79%) Data Architect
5 2 (10.53%) Chief Architect
5 2 (10.53%) Chief Data Architect
5 2 (10.53%) Statistician
6 1 (5.26%) Big Data Architect
6 1 (5.26%) Cloud Architect
6 1 (5.26%) Credit Analyst
6 1 (5.26%) Credit Risk Analyst
6 1 (5.26%) Data Modeller
6 1 (5.26%) Enterprise Architect
6 1 (5.26%) Enterprise Data Architect
6 1 (5.26%) Insight Analyst
6 1 (5.26%) Risk Analyst
6 1 (5.26%) Statistical Analyst
Libraries, Frameworks & Software Standards
1 2 (10.53%) NumPy
1 2 (10.53%) SciPy
2 1 (5.26%) Natural Language Processing
Miscellaneous
1 7 (36.84%) Analytical Skills
2 6 (31.58%) Computer Science
3 3 (15.79%) Management Information System
4 2 (10.53%) RIA
5 1 (5.26%) Algorithms
5 1 (5.26%) Credit Risk
5 1 (5.26%) Data Centre
5 1 (5.26%) Data Structures
5 1 (5.26%) Linux Command Line
Operating Systems
1 1 (5.26%) Linux
Processes & Methodologies
1 13 (68.42%) Neural Network
2 10 (52.63%) Analytics
3 8 (42.11%) Data Analysis
4 7 (36.84%) ANOVA
4 7 (36.84%) CHAID
4 7 (36.84%) Linear Regression
4 7 (36.84%) Mathematics
4 7 (36.84%) Statistics
5 6 (31.58%) Decision Tree
5 6 (31.58%) Statistical Modelling
5 6 (31.58%) Time Series Analysis
6 5 (26.32%) Critical Path Analysis
6 5 (26.32%) Data Visualisation
6 5 (26.32%) Economics
6 5 (26.32%) Infographics
6 5 (26.32%) Monte Carlo Method
6 5 (26.32%) Operations Research
6 5 (26.32%) Project Management
6 5 (26.32%) Translating Business Requirements
6 5 (26.32%) Visualisation
Programming Languages
1 9 (47.37%) R
2 8 (42.11%) SQL
2 8 (42.11%) VBA
3 6 (31.58%) Python
4 5 (26.32%) MATLAB
5 2 (10.53%) C++
5 2 (10.53%) T-SQL
Qualifications
1 2 (10.53%) Degree
1 2 (10.53%) SC Cleared
1 2 (10.53%) Security Cleared
2 1 (5.26%) PhD
Vendors
1 4 (21.05%) Microsoft
1 4 (21.05%) Tableau
2 2 (10.53%) Minitab
3 1 (5.26%) IBM
3 1 (5.26%) Oracle
3 1 (5.26%) SAP
3 1 (5.26%) Teradata