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 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Logistic Regression
Rank 597 646 641
Rank change year-on-year
+49 -5
Permanent jobs citing Logistic Regression 13 11 22
As % of all permanent IT jobs located in London 0.034% 0.025% 0.048%
As % of the Processes & Methodologies category 0.038% 0.028% 0.055%
Number of salaries quoted 13 11 22
Median salary £65,000 £62,000 £66,250
Median salary % change year-on-year
+4.83% -6.41%
90% offered a salary of more than £42,500 £35,000 £37,650
10% offered a salary of more than £97,500 £90,000 £72,500
UK excluding London median salary £40,000 £62,000 £35,000
% change year-on-year
-35.48% +77.14%
Logistic Regression
England

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
34079 38812 39839
As % of all permanent IT jobs located in London 89.77% 88.33% 86.72%
Number of salaries quoted 29454 32780 32767
Median salary £60,000 £58,000 £55,000
Median salary % change year-on-year
+3.44% +5.45%
90% offered a salary of more than £40,000 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 30 September 2016.

Logistic Regression Salary Histogram in London

Logistic Regression
Top 30 Related IT Skills in London

For the 6 months to 30 September 2016, 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 25 (83.33%) Analytics
2 22 (73.33%) Data Mining
3 21 (70.00%) SQL
4 19 (63.33%) R
5 16 (53.33%) Hadoop
6 15 (50.00%) Statistics
7 14 (46.67%) Neural Network
7 14 (46.67%) Cluster Analysis
7 14 (46.67%) Python
7 14 (46.67%) Machine Learning
8 13 (43.33%) Predictive Modelling
8 13 (43.33%) Apache Hive
9 12 (40.00%) Algorithms
9 12 (40.00%) PhD
10 11 (36.67%) SAS
10 11 (36.67%) CHAID
11 10 (33.33%) Mathematics
11 10 (33.33%) Text Mining
11 10 (33.33%) Relational Database
12 9 (30.00%) Analytical Skills
12 9 (30.00%) Computer Science
12 9 (30.00%) Java
13 8 (26.67%) SPSS
13 8 (26.67%) Big Data
14 7 (23.33%) Finance
14 7 (23.33%) Physics
14 7 (23.33%) Degree
15 6 (20.00%) Business Intelligence
15 6 (20.00%) Linear Regression
15 6 (20.00%) Random Forest

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 11 (36.67%) SAS
2 5 (16.67%) Apache Spark
3 2 (6.67%) Apache Pig
Applications
1 8 (26.67%) SPSS
2 2 (6.67%) CPLEX
2 2 (6.67%) MS PowerPoint
2 2 (6.67%) MS Visio
Cloud Services
1 1 (3.33%) Google Analytics
Database & Business Intelligence
1 22 (73.33%) Data Mining
2 16 (53.33%) Hadoop
3 13 (43.33%) Apache Hive
4 10 (33.33%) Relational Database
4 10 (33.33%) Text Mining
5 8 (26.67%) Big Data
6 3 (10.00%) MySQL
7 2 (6.67%) Apache Cassandra
7 2 (6.67%) Base SAS
7 2 (6.67%) Data Warehouse
8 1 (3.33%) Flink
8 1 (3.33%) KNIME
8 1 (3.33%) Neo4j
General
1 7 (23.33%) Finance
2 3 (10.00%) Marketing
3 2 (6.67%) Retail
4 1 (3.33%) Banking
Job Titles
1 17 (56.67%) Data Scientist
2 7 (23.33%) Analyst
2 7 (23.33%) Insight Analyst
3 3 (10.00%) Data Manager
4 2 (6.67%) Consultant
4 2 (6.67%) Data Consultant
4 2 (6.67%) IT Consultant
4 2 (6.67%) Senior Data Scientist
5 1 (3.33%) Data Engineer
5 1 (3.33%) Graduate
5 1 (3.33%) Machine Learning Engineer
5 1 (3.33%) SAS Analyst
5 1 (3.33%) SAS Insight Analyst
5 1 (3.33%) SAS Modeller
Libraries, Frameworks & Software Standards
1 3 (10.00%) Natural Language Processing
Miscellaneous
1 15 (50.00%) Statistics
2 14 (46.67%) Neural Network
3 12 (40.00%) Algorithms
4 10 (33.33%) Mathematics
5 9 (30.00%) Analytical Skills
5 9 (30.00%) Computer Science
6 7 (23.33%) Physics
7 3 (10.00%) Artificial Intelligence
7 3 (10.00%) Economics
8 2 (6.67%) Applied Mathematics
8 2 (6.67%) Chemistry
8 2 (6.67%) Digital Media
8 2 (6.67%) Informatics
8 2 (6.67%) Psychology
8 2 (6.67%) Visualisation
Operating Systems
1 1 (3.33%) Unix
Processes & Methodologies
1 25 (83.33%) Analytics
2 14 (46.67%) Cluster Analysis
2 14 (46.67%) Machine Learning
3 13 (43.33%) Predictive Modelling
4 11 (36.67%) CHAID
5 6 (20.00%) Business Intelligence
5 6 (20.00%) Linear Regression
5 6 (20.00%) Random Forest
6 5 (16.67%) Predictive Analytics
6 5 (16.67%) Statistical Modelling
7 4 (13.33%) Agile Software Development
7 4 (13.33%) Bayesian Methods
7 4 (13.33%) Customer Analysis
7 4 (13.33%) Data Analysis
7 4 (13.33%) Data Analytics
7 4 (13.33%) Data Protection
7 4 (13.33%) Propensity Modelling
8 3 (10.00%) Markov Chain
8 3 (10.00%) Monte Carlo Method
8 3 (10.00%) Presales
Programming Languages
1 21 (70.00%) SQL
2 19 (63.33%) R
3 14 (46.67%) Python
4 9 (30.00%) Java
5 5 (16.67%) C++
5 5 (16.67%) MATLAB
6 4 (13.33%) Scala
7 2 (6.67%) Clojure
7 2 (6.67%) Ruby
8 1 (3.33%) C
8 1 (3.33%) C#
8 1 (3.33%) Go
8 1 (3.33%) Julia
8 1 (3.33%) Perl
8 1 (3.33%) SAS Macro
8 1 (3.33%) Shell Script
Qualifications
1 12 (40.00%) PhD
2 7 (23.33%) Degree
System Software
1 1 (3.33%) Docker
Vendors
1 2 (6.67%) Oracle
2 1 (3.33%) Google
2 1 (3.33%) RapidMiner