The following table provides summary statistics for permanent job vacancies advertised in London 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 29 March 2017 with a comparison to the same period in the previous 2 years.

Logistic Regression
England / London
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 574 619 638
Rank change year-on-year +45 +19  
Permanent jobs citing Logistic Regression 14 35 24
As % of all permanent IT jobs advertised in London 0.041% 0.083% 0.056%
As % of the Processes & Methodologies category 0.046% 0.092% 0.064%
Number of salaries quoted 13 31 24
Median salary £50,000 £47,500 £56,250
Median salary % change year-on-year +5.26% -15.55%  
90% offered a salary of more than £34,500 £35,000 £40,000
10% offered a salary of more than £69,500 £75,000 £80,000
UK excluding London median salary £52,500 £38,500 £48,750
% change year-on-year +36.36% -21.02%  

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 London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 30506 38035 37341
As % of all permanent IT job vacancies advertised in London 90.23% 89.73% 87.67%
Number of salaries quoted 25597 32507 31158
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,500 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Logistic Regression
Job Vacancy Trend in London

The job posting trend of jobs advertised in London 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 London

Logistic Regression
Salary Trend in London

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

Salary trend for Logistic Regression in London

Logistic Regression
Salary Histogram in London

The salary distribution of IT jobs citing Logistic Regression in London over the 3 months to 29 March 2017.

Salary histogram for Logistic Regression in London

Logistic Regression
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Logistic Regression within the London region 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +45 2 £70,000 +40.00% 1
Logistic Regression
England

For the 6 months to 29 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 London region with a requirement for Logistic Regression.

1 17 (89.47%) Analytics
2 12 (63.16%) SQL
3 11 (57.89%) CHAID
4 10 (52.63%) Business Intelligence
4 10 (52.63%) Marketing
5 9 (47.37%) Hadoop
5 9 (47.37%) R
6 8 (42.11%) Relational Database
6 8 (42.11%) Apache Hive
6 8 (42.11%) Text Mining
6 8 (42.11%) Cluster Analysis
6 8 (42.11%) Analytical Skills
7 7 (36.84%) Customer Segmentation
7 7 (36.84%) Neural Network
7 7 (36.84%) Python
7 7 (36.84%) Data Mining
7 7 (36.84%) Statistical Modelling
7 7 (36.84%) Machine Learning
8 6 (31.58%) Algorithms
8 6 (31.58%) Decision Tree
9 5 (26.32%) Big Data
9 5 (26.32%) Marketing Strategy
9 5 (26.32%) SAS
10 4 (21.05%) PhD
10 4 (21.05%) SPSS
10 4 (21.05%) MATLAB
10 4 (21.05%) Retail
10 4 (21.05%) Web Analytics
10 4 (21.05%) Degree
10 4 (21.05%) Direct Marketing

Logistic Regression
Co-occurring IT Skills in London 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 (26.32%) SAS
2 4 (21.05%) Apache Spark
3 2 (10.53%) Apache Pig
Applications
1 4 (21.05%) SPSS
Cloud Services
1 1 (5.26%) Amazon EC2
Database & Business Intelligence
1 9 (47.37%) Hadoop
2 8 (42.11%) Apache Hive
2 8 (42.11%) Relational Database
2 8 (42.11%) Text Mining
3 7 (36.84%) Data Mining
4 5 (26.32%) Big Data
5 2 (10.53%) Apache Cassandra
6 1 (5.26%) BusinessObjects
6 1 (5.26%) HBase
6 1 (5.26%) NoSQL
Development Applications
1 1 (5.26%) Git (software)
General
1 10 (52.63%) Marketing
2 4 (21.05%) Retail
3 3 (15.79%) Finance
4 2 (10.53%) Manufacturing
Job Titles
1 13 (68.42%) Data Scientist
2 4 (21.05%) Analyst
2 4 (21.05%) Statistical Analyst
3 3 (15.79%) Senior Data Scientist
4 2 (10.53%) Consultant
4 2 (10.53%) Insight Analyst
4 2 (10.53%) Senior Analyst
4 2 (10.53%) Senior Statistical Analyst
4 2 (10.53%) SPSS Analyst
4 2 (10.53%) SQL Analyst
5 1 (5.26%) Analytics Consultant
5 1 (5.26%) Data Consultant
5 1 (5.26%) Data Manager
5 1 (5.26%) Digital Analytics Consultant
5 1 (5.26%) IT Consultant
Libraries, Frameworks & Software Standards
1 2 (10.53%) Pandas
1 2 (10.53%) scikit-learn
1 2 (10.53%) TensorFlow
1 2 (10.53%) Theano
1 2 (10.53%) Torch
2 1 (5.26%) Natural Language Processing
Miscellaneous
1 8 (42.11%) Analytical Skills
2 6 (31.58%) Algorithms
3 4 (21.05%) Credit Risk
4 2 (10.53%) Computer Science
5 1 (5.26%) Social Media
Processes & Methodologies
1 17 (89.47%) Analytics
2 11 (57.89%) CHAID
3 10 (52.63%) Business Intelligence
4 8 (42.11%) Cluster Analysis
5 7 (36.84%) Customer Segmentation
5 7 (36.84%) Machine Learning
5 7 (36.84%) Neural Network
5 7 (36.84%) Statistical Modelling
6 6 (31.58%) Decision Tree
7 5 (26.32%) Marketing Strategy
8 4 (21.05%) Direct Marketing
8 4 (21.05%) Propensity Modelling
8 4 (21.05%) Statistics
8 4 (21.05%) Web Analytics
9 3 (15.79%) Linear Regression
10 2 (10.53%) Business Analysis
10 2 (10.53%) Multichannel Retail
10 2 (10.53%) Predictive Modelling
10 2 (10.53%) Visualisation
11 1 (5.26%) Digital Marketing
Programming Languages
1 12 (63.16%) SQL
2 9 (47.37%) R
3 7 (36.84%) Python
4 4 (21.05%) MATLAB
5 2 (10.53%) C++
6 1 (5.26%) Java
Qualifications
1 4 (21.05%) Degree
1 4 (21.05%) PhD
Vendors
1 1 (5.26%) Google
1 1 (5.26%) Tableau
City, London
ANSON MCCADE
Salary: £40,000 - £80,000 + extensive benefits package
Posted: 18 hours ago