The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Logistic Regression skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Logistic Regression over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Logistic Regression
England / South East
Rank 378 459 444
Rank change year-on-year +81 -15  
Permanent jobs citing Logistic Regression 3 1 3
As % of all permanent IT jobs advertised in the South East 0.020% 0.005% 0.015%
As % of the Processes & Methodologies category 0.023% 0.006% 0.017%
Number of salaries quoted 3 1 1
Median salary £70,000 £45,000 £68,000
Median salary % change year-on-year +55.55% -33.82%  
UK excluding London median salary £52,500 £38,500 £47,500
% change year-on-year +36.36% -18.94%  

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 permanent job vacancies advertised in the South East with a requirement for process and methodology skills.

Process & Methodology Skills
South East
Permanent job vacancies with a requirement for process and methodology skills 12854 16763 17632
As % of all permanent IT job vacancies advertised in the South East 86.02% 87.11% 85.79%
Number of salaries quoted 10540 14127 14050
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £67,500 £67,500 £69,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Logistic Regression
Job Vacancy Trend in the South East

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

Job vacancy trend for Logistic Regression in the South East

Logistic Regression
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Logistic Regression in the South East.

Salary trend for Logistic Regression in the South East

Logistic Regression
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Logistic Regression within the South East region over the 3 months to 25 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxfordshire - 3 £70,000 -
Logistic Regression
England

Logistic Regression
Top 30 Related IT Skills in the South East

For the 6 months to 25 March 2017, IT 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 job ads across the South East region with a requirement for Logistic Regression.

1 6 (100.00%) SQL
1 6 (100.00%) R
1 6 (100.00%) Analytics
1 6 (100.00%) Linear Regression
2 5 (83.33%) Big Data
3 4 (66.67%) Statistical Modelling
3 4 (66.67%) Python
4 3 (50.00%) MS Excel
4 3 (50.00%) PhD
4 3 (50.00%) Neural Network
4 3 (50.00%) Computer Science
4 3 (50.00%) Java
4 3 (50.00%) Monte Carlo Method
4 3 (50.00%) Hadoop
4 3 (50.00%) Apache Pig
4 3 (50.00%) Random Forest
4 3 (50.00%) Markov Chain
4 3 (50.00%) Machine Learning
4 3 (50.00%) Decision Tree
5 2 (33.33%) Factor Analysis
5 2 (33.33%) BusinessObjects Business Intelligence
5 2 (33.33%) Creative Problem-Solving
5 2 (33.33%) B2B Marketing
5 2 (33.33%) Dashboard Development
5 2 (33.33%) Lumira
5 2 (33.33%) Translating Business Requirements
5 2 (33.33%) Power BI
5 2 (33.33%) Matrix Organization
5 2 (33.33%) Marketing Analytics
5 2 (33.33%) Customer Analytics

Logistic Regression
Top Related IT Skills in the South East 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 (50.00%) Apache Pig
2 1 (16.67%) Apache Spark
2 1 (16.67%) SAS
Applications
1 3 (50.00%) MS Excel
2 2 (33.33%) MS PowerPoint
2 2 (33.33%) SPSS
Cloud Services
1 2 (33.33%) Adobe Analytics
Database & Business Intelligence
1 5 (83.33%) Big Data
2 3 (50.00%) Hadoop
3 2 (33.33%) BusinessObjects
3 2 (33.33%) BusinessObjects Business Intelligence
3 2 (33.33%) Lumira
3 2 (33.33%) Power BI
3 2 (33.33%) Relational Database
3 2 (33.33%) SQL Server
4 1 (16.67%) Base SAS
4 1 (16.67%) Data Warehouse
4 1 (16.67%) HBase
4 1 (16.67%) NoSQL
General
1 2 (33.33%) Banking
1 2 (33.33%) Law
1 2 (33.33%) Marketing
1 2 (33.33%) Publishing
2 1 (16.67%) Finance
Job Titles
1 2 (33.33%) Analyst
1 2 (33.33%) Senior Analyst
2 1 (16.67%) Data Scientist
2 1 (16.67%) Senior Manager
Miscellaneous
1 3 (50.00%) Computer Science
2 2 (33.33%) Analytical Skills
3 1 (16.67%) Algorithms
3 1 (16.67%) Credit Risk
Processes & Methodologies
1 6 (100.00%) Analytics
1 6 (100.00%) Linear Regression
2 4 (66.67%) Statistical Modelling
3 3 (50.00%) Decision Tree
3 3 (50.00%) Machine Learning
3 3 (50.00%) Markov Chain
3 3 (50.00%) Monte Carlo Method
3 3 (50.00%) Neural Network
3 3 (50.00%) Random Forest
4 2 (33.33%) B2B Marketing
4 2 (33.33%) Business Analytics
4 2 (33.33%) Coaching
4 2 (33.33%) Creative Problem-Solving
4 2 (33.33%) Dashboard Development
4 2 (33.33%) Data Visualisation
4 2 (33.33%) Factor Analysis
4 2 (33.33%) Matrix Organization
4 2 (33.33%) Translating Business Requirements
4 2 (33.33%) Visualisation
4 2 (33.33%) Web Analytics
Programming Languages
1 6 (100.00%) R
1 6 (100.00%) SQL
2 4 (66.67%) Python
3 3 (50.00%) Java
4 1 (16.67%) MATLAB
Qualifications
1 3 (50.00%) PhD
2 2 (33.33%) Degree
Vendors
1 2 (33.33%) Adobe
1 2 (33.33%) Microsoft
1 2 (33.33%) Omniture
1 2 (33.33%) SAP
1 2 (33.33%) Tableau