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

Logistic Regression
London > City of London
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 233 264 314
Rank change year-on-year +31 +50  
Permanent jobs citing Logistic Regression 2 3 11
As % of all permanent IT jobs advertised in the City of London 0.039% 0.047% 0.11%
As % of the Processes & Methodologies category 0.044% 0.052% 0.12%
Number of salaries quoted 1 2 7
City of London median annual salary £62,500 £59,500 £40,000
Median salary % change year-on-year +5.04% +48.75%  
10th Percentile £61,250 £45,650 £31,250
90th Percentile £63,750 £72,950 £49,500
London median annual salary £56,250 £52,500 £42,500
% change year-on-year +7.14% +23.52%  

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 City of London with a requirement for process and methodology skills.

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 4568 5755 9220
As % of all permanent IT job vacancies advertised in the City of London 89.10% 90.63% 89.20%
Number of salaries quoted 17053 23088 30281
City of London median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
10th Percentile £37,500 £37,500 £36,250
90th Percentile £90,000 £87,500 £87,500
London median annual salary £60,500 £60,000 £57,500
% change year-on-year +0.83% +4.34%  

Logistic Regression
Job Vacancy Trend in the City of London

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

Job vacancy trend for Logistic Regression in the City of London

Logistic Regression
Salary Trend in the City of London

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

Salary trend for Logistic Regression in the City of London

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

1 4 (100.00%) R
1 4 (100.00%) Analytics
2 3 (75.00%) Relational Database
2 3 (75.00%) Cognitive Analytics
2 3 (75.00%) Apache Spark
2 3 (75.00%) Algorithms
2 3 (75.00%) Machine Learning
2 3 (75.00%) Hadoop
2 3 (75.00%) Apache Hive
2 3 (75.00%) Apache Cassandra
2 3 (75.00%) SQL
2 3 (75.00%) Python
2 3 (75.00%) Data Mining
2 3 (75.00%) CHAID
2 3 (75.00%) MATLAB
2 3 (75.00%) Text Mining
2 3 (75.00%) Cluster Analysis
3 2 (50.00%) Marketing
3 2 (50.00%) Degree
4 1 (25.00%) Statistical Modelling
4 1 (25.00%) Tableau
4 1 (25.00%) Econometric Modelling
4 1 (25.00%) Relationship Marketing
4 1 (25.00%) Numerate Degree
4 1 (25.00%) Analytical Skills
4 1 (25.00%) Robotics
4 1 (25.00%) Time Management
4 1 (25.00%) FastStats
4 1 (25.00%) Web Analytics
4 1 (25.00%) Microsoft PowerPoint

Logistic Regression
Co-occurring IT Skills in the City of 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 3 (75.00%) Apache Spark
2 1 (25.00%) SAS
Applications
1 1 (25.00%) Microsoft Excel
1 1 (25.00%) Microsoft PowerPoint
1 1 (25.00%) SPSS
Business Applications
1 1 (25.00%) FastStats
Database & Business Intelligence
1 3 (75.00%) Apache Cassandra
1 3 (75.00%) Apache Hive
1 3 (75.00%) Data Mining
1 3 (75.00%) Hadoop
1 3 (75.00%) Relational Database
1 3 (75.00%) Text Mining
General
1 2 (50.00%) Marketing
2 1 (25.00%) Finance
Job Titles
1 3 (75.00%) Data Scientist
2 1 (25.00%) Analytics Manager
2 1 (25.00%) CRM Manager
2 1 (25.00%) Senior Data Scientist
Miscellaneous
1 3 (75.00%) Algorithms
2 1 (25.00%) Analytical Skills
2 1 (25.00%) Robotics
Processes & Methodologies
1 4 (100.00%) Analytics
2 3 (75.00%) CHAID
2 3 (75.00%) Cluster Analysis
2 3 (75.00%) Cognitive Analytics
2 3 (75.00%) Machine Learning
3 1 (25.00%) CRM
3 1 (25.00%) Data Modelling
3 1 (25.00%) Econometric Modelling
3 1 (25.00%) Relationship Marketing
3 1 (25.00%) Statistical Analysis
3 1 (25.00%) Statistical Modelling
3 1 (25.00%) Statistics
3 1 (25.00%) Time Management
3 1 (25.00%) Web Analytics
Programming Languages
1 4 (100.00%) R
2 3 (75.00%) MATLAB
2 3 (75.00%) Python
2 3 (75.00%) SQL
Qualifications
1 2 (50.00%) Degree
2 1 (25.00%) Numerate Degree
2 1 (25.00%) PhD
Vendors
1 1 (25.00%) Tableau