The table below looks at the statistics for Logistic Regression skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Logistic Regression over the 3 months to 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Logistic Regression
England / London
Rank 567 601 624
Rank change year-on-year
+34 +23
Permanent jobs citing Logistic Regression 11 35 23
As % of all permanent IT jobs located in London 0.033% 0.085% 0.055%
As % of the Processes & Methodologies category 0.037% 0.096% 0.064%
Number of salaries quoted 9 29 23
Median salary £47,500 £41,500 £62,500
Median salary % change year-on-year
+14.45% -33.60%
90% offered a salary of more than £42,500 £34,500 £48,500
10% offered a salary of more than £67,500 £65,500 £85,000
UK excluding London median salary £52,500 £42,500 £50,000
% change year-on-year
+23.52% -15.00%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
29846 36490 36056
As % of all permanent IT jobs located in London 89.58% 88.69% 86.62%
Number of salaries quoted 25062 31154 30263
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Logistic Regression
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Logistic Regression as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Logistic Regression Jobs Demand Trend 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 across the London region.

Logistic Regression Salary Trend in London

Logistic Regression
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Logistic Regression across the London region over the 3 months to 19 February 2017.

Logistic Regression Salary Histogram 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 19 February 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 +42 1 £47,500 -5.00%
Logistic Regression
England

Logistic Regression
Top 30 Related IT Skills in London

For the 6 months to 19 February 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 15 (88.24%) Analytics
2 10 (58.82%) SQL
3 9 (52.94%) Data Mining
4 8 (47.06%) Business Intelligence
4 8 (47.06%) CHAID
4 8 (47.06%) R
5 7 (41.18%) Apache Hive
5 7 (41.18%) Hadoop
5 7 (41.18%) Text Mining
5 7 (41.18%) Neural Network
5 7 (41.18%) Relational Database
6 6 (35.29%) Linear Regression
6 6 (35.29%) SAS
6 6 (35.29%) Python
6 6 (35.29%) Cluster Analysis
6 6 (35.29%) Marketing
6 6 (35.29%) Machine Learning
6 6 (35.29%) Statistical Modelling
7 5 (29.41%) Degree
7 5 (29.41%) SPSS
7 5 (29.41%) Statistics
7 5 (29.41%) Analytical Skills
7 5 (29.41%) Algorithms
7 5 (29.41%) Decision Tree
8 4 (23.53%) Customer Segmentation
8 4 (23.53%) Retail
8 4 (23.53%) Finance
8 4 (23.53%) PhD
8 4 (23.53%) C++
9 3 (17.65%) Predictive Modelling

Logistic Regression
Top Related 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 6 (35.29%) SAS
2 2 (11.76%) Apache Spark
3 1 (5.88%) Apache Pig
Applications
1 5 (29.41%) SPSS
2 2 (11.76%) MS PowerPoint
2 2 (11.76%) MS Visio
Cloud Services
1 1 (5.88%) Amazon EC2
Database & Business Intelligence
1 9 (52.94%) Data Mining
2 7 (41.18%) Apache Hive
2 7 (41.18%) Hadoop
2 7 (41.18%) Relational Database
2 7 (41.18%) Text Mining
3 3 (17.65%) Big Data
4 2 (11.76%) Data Warehouse
5 1 (5.88%) Apache Cassandra
5 1 (5.88%) BusinessObjects
5 1 (5.88%) Neo4j
Development Applications
1 1 (5.88%) Git (software)
General
1 6 (35.29%) Marketing
2 4 (23.53%) Finance
2 4 (23.53%) Retail
3 2 (11.76%) Manufacturing
Job Titles
1 12 (70.59%) Data Scientist
2 4 (23.53%) Analyst
3 2 (11.76%) Insight Analyst
3 2 (11.76%) Senior Analyst
3 2 (11.76%) Senior Statistical Analyst
3 2 (11.76%) SPSS Analyst
3 2 (11.76%) Statistical Analyst
4 1 (5.88%) Consultant
4 1 (5.88%) Data Consultant
4 1 (5.88%) Data Manager
4 1 (5.88%) IT Consultant
4 1 (5.88%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 2 (11.76%) Pandas
1 2 (11.76%) scikit-learn
1 2 (11.76%) TensorFlow
1 2 (11.76%) Theano
1 2 (11.76%) Torch
2 1 (5.88%) Natural Language Processing
Miscellaneous
1 7 (41.18%) Neural Network
2 5 (29.41%) Algorithms
2 5 (29.41%) Analytical Skills
2 5 (29.41%) Statistics
3 2 (11.76%) Credit Risk
3 2 (11.76%) Mathematics
3 2 (11.76%) Visualisation
4 1 (5.88%) Artificial Intelligence
4 1 (5.88%) Computer Science
4 1 (5.88%) Data Extraction
4 1 (5.88%) Economics
Processes & Methodologies
1 15 (88.24%) Analytics
2 8 (47.06%) Business Intelligence
2 8 (47.06%) CHAID
3 6 (35.29%) Cluster Analysis
3 6 (35.29%) Linear Regression
3 6 (35.29%) Machine Learning
3 6 (35.29%) Statistical Modelling
4 5 (29.41%) Decision Tree
5 4 (23.53%) Customer Segmentation
6 3 (17.65%) Predictive Modelling
7 2 (11.76%) Business Analysis
7 2 (11.76%) Customer Analysis
7 2 (11.76%) Data Modelling
7 2 (11.76%) Data Protection
7 2 (11.76%) Direct Marketing
7 2 (11.76%) Marketing Strategy
7 2 (11.76%) Propensity Modelling
7 2 (11.76%) Web Analytics
8 1 (5.88%) OOP
8 1 (5.88%) Statistical Analysis
Programming Languages
1 10 (58.82%) SQL
2 8 (47.06%) R
3 6 (35.29%) Python
4 4 (23.53%) C++
5 2 (11.76%) Java
6 1 (5.88%) C#
6 1 (5.88%) Go
6 1 (5.88%) MATLAB
6 1 (5.88%) Perl
Qualifications
1 5 (29.41%) Degree
2 4 (23.53%) PhD
Vendors
1 1 (5.88%) Google
1 1 (5.88%) Tableau