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 25 June 2017 with a comparison to the same period in the previous 2 years.

Logistic Regression
England / London
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 595 616 632
Rank change year-on-year +21 +16  
Permanent jobs citing Logistic Regression 17 20 49
As % of all permanent IT jobs advertised in London 0.047% 0.051% 0.11%
As % of the Processes & Methodologies category 0.051% 0.056% 0.12%
Number of salaries quoted 13 17 42
Median salary £52,500 £52,500 £42,500
Median salary % change year-on-year - +23.52%  
90% offered a salary of more than £47,500 £37,500 £37,500
10% offered a salary of more than £69,500 £75,000 £70,000
UK excluding London median salary £57,500 £52,500 £37,000
% change year-on-year +9.52% +41.89%  

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 33074 35742 39837
As % of all permanent IT job vacancies advertised in London 91.08% 90.56% 88.99%
Number of salaries quoted 26355 30960 33460
Median salary £61,500 £60,000 £57,500
Median salary % change year-on-year +2.50% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 25 June 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 25 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +29 2 £62,500 +5.04%
West End of London - 1 £67,500 - 1
Logistic Regression
England

For the 6 months to 25 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 London region with a requirement for Logistic Regression.

1 24 (82.76%) Analytics
2 18 (62.07%) R
3 17 (58.62%) Python
3 17 (58.62%) Machine Learning
4 16 (55.17%) SQL
5 13 (44.83%) Algorithms
6 12 (41.38%) Hadoop
7 11 (37.93%) Statistics
7 11 (37.93%) Marketing
7 11 (37.93%) PhD
7 11 (37.93%) Neural Network
7 11 (37.93%) Decision Tree
8 10 (34.48%) Analytical Skills
8 10 (34.48%) Apache Hive
8 10 (34.48%) Statistical Modelling
8 10 (34.48%) Text Mining
8 10 (34.48%) CHAID
8 10 (34.48%) MATLAB
8 10 (34.48%) Data Mining
8 10 (34.48%) Cluster Analysis
9 9 (31.03%) Degree
9 9 (31.03%) Apache Spark
9 9 (31.03%) Relational Database
10 8 (27.59%) Big Data
10 8 (27.59%) Computer Science
10 8 (27.59%) Business Intelligence
11 7 (24.14%) Finance
11 7 (24.14%) Mathematics
11 7 (24.14%) Linear Regression
11 7 (24.14%) Random Forest

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 9 (31.03%) Apache Spark
2 6 (20.69%) SAS
3 4 (13.79%) Apache Pig
4 1 (3.45%) Apache
Applications
1 5 (17.24%) SPSS
2 1 (3.45%) Microsoft Excel
2 1 (3.45%) Microsoft PowerPoint
Business Applications
1 1 (3.45%) FastStats
Cloud Services
1 2 (6.90%) Amazon EC2
Database & Business Intelligence
1 12 (41.38%) Hadoop
2 10 (34.48%) Apache Hive
2 10 (34.48%) Data Mining
2 10 (34.48%) Text Mining
3 9 (31.03%) Relational Database
4 8 (27.59%) Big Data
5 3 (10.34%) Apache Cassandra
6 2 (6.90%) HBase
6 2 (6.90%) NoSQL
7 1 (3.45%) BusinessObjects
7 1 (3.45%) Flink
7 1 (3.45%) MySQL
Development Applications
1 2 (6.90%) Git (software)
General
1 11 (37.93%) Marketing
2 7 (24.14%) Finance
3 2 (6.90%) Digital Economy
3 2 (6.90%) Manufacturing
3 2 (6.90%) Retail
4 1 (3.45%) Banking
4 1 (3.45%) Law
Job Titles
1 20 (68.97%) Data Scientist
2 6 (20.69%) Senior Data Scientist
3 4 (13.79%) Machine Learning Scientist
4 2 (6.90%) Analyst
4 2 (6.90%) Consultant
4 2 (6.90%) Data Engineer
4 2 (6.90%) Insight Analyst
4 2 (6.90%) Machine Learning Engineer
4 2 (6.90%) SQL Analyst
4 2 (6.90%) Statistical Analyst
5 1 (3.45%) Analytics Consultant
5 1 (3.45%) Analytics Manager
5 1 (3.45%) CRM Manager
5 1 (3.45%) Customer Insight Specialist
5 1 (3.45%) Data Consultant
5 1 (3.45%) Data Manager
5 1 (3.45%) Digital Analytics Consultant
5 1 (3.45%) IT Consultant
5 1 (3.45%) Python Software Engineer
5 1 (3.45%) Software Engineer
Libraries, Frameworks & Software Standards
1 4 (13.79%) scikit-learn
1 4 (13.79%) TensorFlow
2 3 (10.34%) Natural Language Processing
2 3 (10.34%) Theano
3 2 (6.90%) Pandas
3 2 (6.90%) Torch
4 1 (3.45%) XGBoost
Miscellaneous
1 13 (44.83%) Algorithms
2 10 (34.48%) Analytical Skills
3 8 (27.59%) Computer Science
4 2 (6.90%) Credit Risk
5 1 (3.45%) Robotics
5 1 (3.45%) Social Media
Operating Systems
1 2 (6.90%) Windows
Processes & Methodologies
1 24 (82.76%) Analytics
2 17 (58.62%) Machine Learning
3 11 (37.93%) Decision Tree
3 11 (37.93%) Neural Network
3 11 (37.93%) Statistics
4 10 (34.48%) CHAID
4 10 (34.48%) Cluster Analysis
4 10 (34.48%) Statistical Modelling
5 8 (27.59%) Business Intelligence
6 7 (24.14%) Linear Regression
6 7 (24.14%) Mathematics
6 7 (24.14%) Random Forest
7 5 (17.24%) Customer Segmentation
7 5 (17.24%) Data Analytics
8 4 (13.79%) Markov Chain
8 4 (13.79%) Monte Carlo Method
9 3 (10.34%) Information Management
9 3 (10.34%) Marketing Strategy
9 3 (10.34%) Predictive Modelling
9 3 (10.34%) Web Analytics
Programming Languages
1 18 (62.07%) R
2 17 (58.62%) Python
3 16 (55.17%) SQL
4 10 (34.48%) MATLAB
5 5 (17.24%) Java
6 2 (6.90%) C++
7 1 (3.45%) Julia
7 1 (3.45%) Scala
Qualifications
1 11 (37.93%) PhD
2 9 (31.03%) Degree
3 2 (6.90%) Numerate Degree
4 1 (3.45%) Computer Science Degree
Vendors
1 2 (6.90%) Google
1 2 (6.90%) Tableau
London
Churchill Frank
Salary: £55000 - £65000 per annum
Posted: Yesterday
Central London / West End
Reed Business Information Ltd
Salary: From £60,000 to £70,000 per annum + bonus & extensive benefits
Posted: 17 days ago