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 28 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.

Logistic Regression
UK
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 597 640 643
Rank change year-on-year +43 +3  
Contract jobs citing Logistic Regression 13 11 2
As % of all contract IT jobs advertised in the UK 0.028% 0.020% 0.004%
As % of the Processes & Methodologies category 0.033% 0.025% 0.004%
Number of daily rates quoted 12 7 1
Median daily rate £563 £440 £400
Median daily rate % change year-on-year +27.84% +10.00%  
UK excluding London median daily rate £750 £388 -
% change year-on-year +93.54% -  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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 39769 44877 44538
As % of all contract IT job vacancies advertised in the UK 84.43% 83.33% 80.76%
Number of daily rates quoted 25882 29740 28602
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 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 1055 1093 1231
Median hourly rate £32.50 £28.00 £27.50
Median hourly rate % change year-on-year +16.07% +1.81%  
90% offered a hourly rate of more than £13.00 £12.83 £12.35
10% offered a hourly rate of more than £53.50 £47.50 £50.00
UK excluding London median hourly rate £34.75 £28.50 £30.00
% change year-on-year +21.92% -5.00%  

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 28 June 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 8 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 28 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 +39 13 £563 +27.84% 6
London +14 8 £425 -5.55% 2
North West +26 4 £725 +3.57% 2
South East +24 1 £800 +128.57% 1
Berkshire +18 1 £800 +128.57%
Liverpool - 1 £350 - 2
Merseyside - 1 £350 - 2
Manchester - 1 £750 -

For the 6 months to 28 June 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 17 (56.67%) Analytical Skills
2 13 (43.33%) Analytics
2 13 (43.33%) Python
2 13 (43.33%) Neural Network
3 11 (36.67%) SQL
3 11 (36.67%) R
4 10 (33.33%) Computer Science
4 10 (33.33%) Data Analysis
5 9 (30.00%) CHAID
5 9 (30.00%) Machine Learning
6 8 (26.67%) Algorithms
6 8 (26.67%) Linear Regression
6 8 (26.67%) VBA
7 7 (23.33%) Microsoft
7 7 (23.33%) Statistics
7 7 (23.33%) Finance
7 7 (23.33%) Mathematics
7 7 (23.33%) Spreadsheet
7 7 (23.33%) Visualisation
8 6 (20.00%) Hadoop
8 6 (20.00%) scikit-learn
8 6 (20.00%) Tableau
8 6 (20.00%) Project Management
8 6 (20.00%) Marketing
8 6 (20.00%) SPSS
8 6 (20.00%) ANOVA
8 6 (20.00%) Decision Tree
9 5 (16.67%) Random Forest
9 5 (16.67%) Translating Business Requirements
9 5 (16.67%) Infographics

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 5 (16.67%) Apache Spark
1 5 (16.67%) SAS
2 1 (3.33%) Apache Pig
2 1 (3.33%) IIS
Applications
1 7 (23.33%) Spreadsheet
2 6 (20.00%) SPSS
3 5 (16.67%) Microsoft Excel
3 5 (16.67%) Microsoft Project
4 3 (10.00%) GNU Octave
5 2 (6.67%) Microsoft Office
5 2 (6.67%) Microsoft PowerPoint
5 2 (6.67%) SPSS Modeler
Cloud Services
1 4 (13.33%) Google Analytics
2 1 (3.33%) Amazon AWS
2 1 (3.33%) Amazon EC2
Communications & Networking
1 1 (3.33%) Skype
Database & Business Intelligence
1 6 (20.00%) Hadoop
2 5 (16.67%) Big Data
2 5 (16.67%) Data Mining
3 3 (10.00%) Apache Cassandra
3 3 (10.00%) NoSQL
3 3 (10.00%) RDBMS
3 3 (10.00%) Relational Database
4 2 (6.67%) Power BI
4 2 (6.67%) SQL Server
5 1 (3.33%) Apache Hive
5 1 (3.33%) Blockchain
5 1 (3.33%) Flink
5 1 (3.33%) HBase
5 1 (3.33%) Text Mining
General
1 7 (23.33%) Finance
2 6 (20.00%) Marketing
3 3 (10.00%) Back Office
4 2 (6.67%) Retail
5 1 (3.33%) Banking
5 1 (3.33%) Retail Banking
Job Titles
1 8 (26.67%) Data Scientist
2 7 (23.33%) Analyst
2 7 (23.33%) Architect
3 4 (13.33%) Data Analyst
3 4 (13.33%) Programme Analyst
3 4 (13.33%) Technical Architect
4 3 (10.00%) Data Architect
4 3 (10.00%) Head of Analytics
5 2 (6.67%) Chief Architect
5 2 (6.67%) Chief Data Architect
5 2 (6.67%) Digital Architect
5 2 (6.67%) Digital Technical Architect
5 2 (6.67%) Head of Data Analytics
5 2 (6.67%) Statistician
6 1 (3.33%) Big Data Architect
6 1 (3.33%) Cloud Architect
6 1 (3.33%) Credit Risk Analyst
6 1 (3.33%) Machine Learning Engineer
6 1 (3.33%) Risk Analyst
6 1 (3.33%) SAS Modeller
Libraries, Frameworks & Software Standards
1 6 (20.00%) scikit-learn
2 4 (13.33%) NumPy
3 2 (6.67%) Pandas
3 2 (6.67%) SciPy
4 1 (3.33%) .NET
4 1 (3.33%) Natural Language Processing
4 1 (3.33%) OAuth
4 1 (3.33%) REST
4 1 (3.33%) XGBoost
Miscellaneous
1 17 (56.67%) Analytical Skills
2 10 (33.33%) Computer Science
3 8 (26.67%) Algorithms
4 4 (13.33%) User Experience
5 3 (10.00%) IVR
5 3 (10.00%) Management Information System
6 2 (6.67%) Credit Risk
6 2 (6.67%) RIA
7 1 (3.33%) Data Centre
7 1 (3.33%) Data Structures
7 1 (3.33%) Linux Command Line
Operating Systems
1 3 (10.00%) Linux
Processes & Methodologies
1 13 (43.33%) Analytics
1 13 (43.33%) Neural Network
2 10 (33.33%) Data Analysis
3 9 (30.00%) CHAID
3 9 (30.00%) Machine Learning
4 8 (26.67%) Linear Regression
5 7 (23.33%) Mathematics
5 7 (23.33%) Statistics
5 7 (23.33%) Visualisation
6 6 (20.00%) ANOVA
6 6 (20.00%) Decision Tree
6 6 (20.00%) Project Management
7 5 (16.67%) Business Analysis
7 5 (16.67%) Business Intelligence
7 5 (16.67%) Critical Path Analysis
7 5 (16.67%) Economics
7 5 (16.67%) Infographics
7 5 (16.67%) Operations Research
7 5 (16.67%) Random Forest
7 5 (16.67%) Translating Business Requirements
Programming Languages
1 13 (43.33%) Python
2 11 (36.67%) R
2 11 (36.67%) SQL
3 8 (26.67%) VBA
4 5 (16.67%) MATLAB
5 3 (10.00%) Groovy
5 3 (10.00%) Java
6 2 (6.67%) C++
6 2 (6.67%) Julia
6 2 (6.67%) Scala
6 2 (6.67%) T-SQL
7 1 (3.33%) C#
Qualifications
1 2 (6.67%) Degree
1 2 (6.67%) SC Cleared
1 2 (6.67%) Security Cleared
2 1 (3.33%) Numerate Degree
2 1 (3.33%) PhD
Quality Assurance & Compliance
1 1 (3.33%) Basel III
1 1 (3.33%) IFRS
1 1 (3.33%) IFRS 9
System Software
1 2 (6.67%) HDFS
Vendors
1 7 (23.33%) Microsoft
2 6 (20.00%) Tableau
3 2 (6.67%) Minitab
3 2 (6.67%) Teradata
4 1 (3.33%) Oracle
4 1 (3.33%) SAP
Liverpool, Merseyside
JM
Rate: £350 - £425 per day
Posted: Yesterday