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 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Logistic Regression
Rank 577 644 652
Rank change year-on-year
+67 +8
Permanent jobs citing Logistic Regression 4 19 28
As % of all permanent IT jobs located in London 0.011% 0.043% 0.062%
As % of the Processes & Methodologies category 0.013% 0.049% 0.072%
Number of salaries quoted 4 17 27
Median salary £67,500 £65,000 £52,500
Median salary % change year-on-year
+3.84% +23.80%
UK excluding London median salary £40,000 £37,500 £58,750
% change year-on-year
+6.66% -36.17%
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
31286 38626 39146
As % of all permanent IT jobs located in London 89.08% 88.26% 86.19%
Number of salaries quoted 26557 32590 33047
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 £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 £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 4 December 2016.

Logistic Regression Salary Histogram in London

Logistic Regression
Top 30 Related IT Skills in London

For the 6 months to 4 December 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 16 (84.21%) Analytics
2 13 (68.42%) Data Mining
3 12 (63.16%) SQL
3 12 (63.16%) Neural Network
4 11 (57.89%) Hadoop
4 11 (57.89%) R
5 10 (52.63%) Predictive Modelling
6 8 (42.11%) Apache Hive
6 8 (42.11%) Machine Learning
6 8 (42.11%) Cluster Analysis
6 8 (42.11%) Mathematics
6 8 (42.11%) Statistics
6 8 (42.11%) Java
6 8 (42.11%) Python
6 8 (42.11%) PhD
6 8 (42.11%) SAS
7 7 (36.84%) Computer Science
7 7 (36.84%) Big Data
8 6 (31.58%) Relational Database
8 6 (31.58%) Random Forest
8 6 (31.58%) Algorithms
8 6 (31.58%) Physics
8 6 (31.58%) Text Mining
8 6 (31.58%) CHAID
9 5 (26.32%) Finance
9 5 (26.32%) SPSS
9 5 (26.32%) C++
9 5 (26.32%) Degree
9 5 (26.32%) Analytical Skills
10 4 (21.05%) Bayesian Methods

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 8 (42.11%) SAS
2 3 (15.79%) Apache Spark
3 2 (10.53%) Apache Pig
Applications
1 5 (26.32%) SPSS
2 2 (10.53%) CPLEX
2 2 (10.53%) MS PowerPoint
2 2 (10.53%) MS Visio
Cloud Services
1 1 (5.26%) Google Analytics
Database & Business Intelligence
1 13 (68.42%) Data Mining
2 11 (57.89%) Hadoop
3 8 (42.11%) Apache Hive
4 7 (36.84%) Big Data
5 6 (31.58%) Relational Database
5 6 (31.58%) Text Mining
6 2 (10.53%) Data Warehouse
7 1 (5.26%) Base SAS
7 1 (5.26%) Flink
7 1 (5.26%) KNIME
7 1 (5.26%) Neo4j
General
1 5 (26.32%) Finance
2 2 (10.53%) Marketing
2 2 (10.53%) Retail
3 1 (5.26%) Banking
Job Titles
1 10 (52.63%) Data Scientist
2 4 (21.05%) Analyst
2 4 (21.05%) Insight Analyst
3 2 (10.53%) Consultant
3 2 (10.53%) Data Consultant
3 2 (10.53%) Data Manager
3 2 (10.53%) IT Consultant
3 2 (10.53%) Senior Data Scientist
4 1 (5.26%) Data Engineer
4 1 (5.26%) Graduate
4 1 (5.26%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 2 (10.53%) Natural Language Processing
Miscellaneous
1 12 (63.16%) Neural Network
2 8 (42.11%) Mathematics
2 8 (42.11%) Statistics
3 7 (36.84%) Computer Science
4 6 (31.58%) Algorithms
4 6 (31.58%) Physics
5 5 (26.32%) Analytical Skills
6 3 (15.79%) Artificial Intelligence
6 3 (15.79%) Economics
7 2 (10.53%) Applied Mathematics
7 2 (10.53%) Chemistry
7 2 (10.53%) Digital Media
7 2 (10.53%) Informatics
7 2 (10.53%) Psychology
7 2 (10.53%) Visualisation
Operating Systems
1 1 (5.26%) Unix
Processes & Methodologies
1 16 (84.21%) Analytics
2 10 (52.63%) Predictive Modelling
3 8 (42.11%) Cluster Analysis
3 8 (42.11%) Machine Learning
4 6 (31.58%) CHAID
4 6 (31.58%) Random Forest
5 4 (21.05%) Bayesian Methods
5 4 (21.05%) Business Intelligence
5 4 (21.05%) Data Analysis
5 4 (21.05%) Data Analytics
5 4 (21.05%) Linear Regression
6 3 (15.79%) Data Modelling
6 3 (15.79%) Markov Chain
6 3 (15.79%) Monte Carlo Method
6 3 (15.79%) Presales
6 3 (15.79%) Statistical Modelling
7 2 (10.53%) Computational Linguistics
7 2 (10.53%) Data Visualisation
7 2 (10.53%) Deep Learning
7 2 (10.53%) Propensity Modelling
Programming Languages
1 12 (63.16%) SQL
2 11 (57.89%) R
3 8 (42.11%) Java
3 8 (42.11%) Python
4 5 (26.32%) C++
5 3 (15.79%) MATLAB
5 3 (15.79%) Scala
6 2 (10.53%) Clojure
6 2 (10.53%) Ruby
7 1 (5.26%) C
7 1 (5.26%) C#
7 1 (5.26%) Go
7 1 (5.26%) Julia
7 1 (5.26%) Perl
7 1 (5.26%) Shell Script
Qualifications
1 8 (42.11%) PhD
2 5 (26.32%) Degree
System Software
1 1 (5.26%) Docker
Vendors
1 1 (5.26%) Google
1 1 (5.26%) RapidMiner
London
Parallel Consulting
Salary: £40000 - £50000 per annum + bonus + benefits
Posted: 3 days ago