Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Logistic Regression
England > South East
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 550 581 636
Rank change year-on-year +31 +55 +14
Permanent jobs citing Logistic Regression 5 7 19
As % of all permanent IT jobs advertised in the South East 0.016% 0.020% 0.045%
As % of the Processes & Methodologies category 0.019% 0.023% 0.051%
Number of salaries quoted 5 6 19
South East median annual salary £75,000 £60,000 £65,000
Median salary % change year-on-year +25.00% -7.69% +42.86%
England median annual salary £60,000 £52,500 £53,750
% change year-on-year +14.29% -2.33% -

Logistic Regression is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26921 30674 37032
As % of all permanent IT jobs advertised in the South East 87.45% 87.40% 86.98%
Number of salaries quoted 22140 25444 30626
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Logistic Regression
Job Vacancy Trend in the South East

Job postings citing Logistic Regression as a percentage of all IT jobs advertised in the South East.

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 6 months to 23 November 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Berkshire +44 5 £75,000 +42.86% 1
Thames Valley +32 5 £75,000 +42.86% 1
Logistic Regression
England

For the 6 months to 23 November 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 5 (100.00%) C#
1 5 (100.00%) C++
1 5 (100.00%) Java
1 5 (100.00%) Perl
1 5 (100.00%) Python
1 5 (100.00%) PhD
1 5 (100.00%) Data Mining
1 5 (100.00%) Finance
1 5 (100.00%) Neural Network
1 5 (100.00%) Statistics
1 5 (100.00%) Operations Research
1 5 (100.00%) Predictive Analytics
1 5 (100.00%) Mathematics
1 5 (100.00%) Computer Science
1 5 (100.00%) Machine Learning
1 5 (100.00%) Big Data
1 5 (100.00%) Analytics
1 5 (100.00%) Data Structures
1 5 (100.00%) Algorithms
1 5 (100.00%) Decision Tree
2 3 (60.00%) R
2 3 (60.00%) KNIME
2 3 (60.00%) Linux Command Line
2 3 (60.00%) SAS
2 3 (60.00%) MATLAB
2 3 (60.00%) SQL
2 3 (60.00%) Unix
3 2 (40.00%) Hadoop
3 2 (40.00%) Apache Hive
3 2 (40.00%) Apache Pig

Logistic Regression
Co-occurring 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 (60.00%) SAS
2 2 (40.00%) Apache Pig
Database & Business Intelligence
1 5 (100.00%) Big Data
1 5 (100.00%) Data Mining
2 3 (60.00%) KNIME
3 2 (40.00%) Apache Hive
3 2 (40.00%) Hadoop
General
1 5 (100.00%) Finance
Job Titles
1 5 (100.00%) Data Scientist
Miscellaneous
1 5 (100.00%) Algorithms
1 5 (100.00%) Computer Science
1 5 (100.00%) Data Structures
2 3 (60.00%) Linux Command Line
Operating Systems
1 3 (60.00%) Unix
Processes & Methodologies
1 5 (100.00%) Analytics
1 5 (100.00%) Decision Tree
1 5 (100.00%) Machine Learning
1 5 (100.00%) Mathematics
1 5 (100.00%) Neural Network
1 5 (100.00%) Operations Research
1 5 (100.00%) Predictive Analytics
1 5 (100.00%) Statistics
2 2 (40.00%) MapReduce
Programming Languages
1 5 (100.00%) C#
1 5 (100.00%) C++
1 5 (100.00%) Java
1 5 (100.00%) Perl
1 5 (100.00%) Python
2 3 (60.00%) MATLAB
2 3 (60.00%) R
2 3 (60.00%) SQL
Qualifications
1 5 (100.00%) PhD