The table below looks at the statistics for Logistic Regression skills in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited Logistic Regression over the 3 months to 28 November 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Nov 2014
Same period 2013 Same period 2012
Logistic Regression
Rank 306 336 339
Rank change year-on-year
+30 +3
Permanent jobs citing Logistic Regression 11 4 5
As % of all permanent IT jobs located in the City of London 0.099% 0.033% 0.042%
As % of the Processes & Methodologies category 0.12% 0.040% 0.053%
Number of salaries quoted 11 4 5
Average salary £60,000 £82,500 £65,000
Average salary % change year-on-year
-27.27% +26.92%
UK excluding London average salary £58,750 £52,000 £45,000
% change year-on-year
+12.98% +15.55%
Logistic Regression
London

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

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
9036 10064 9465
As % of all permanent IT jobs located in the City of London 81.11% 82.60% 80.22%
Number of salaries quoted 7823 8567 8558
Average salary £57,500 £57,500 £55,000
Average salary % change year-on-year
- +4.54%
90% offered a salary of more than £39,000 £37,500 £35,500
10% offered a salary of more than £80,000 £80,000 £82,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Logistic Regression
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of permanent IT jobs citing Logistic Regression across the City of London region as a proportion of the total demand within the Processes & Methodologies category.

Logistic Regression Jobs Demand Trend 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 across the City of London region.

Logistic Regression Salary Trend in the City of London

Logistic Regression
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Logistic Regression across the City of London region over the 3 months to 28 November 2014.

Logistic Regression Salary Histogram in the City of London

Logistic Regression
Top 30 Related IT Skills in the City of London

For the 6 months to 28 November 2014, IT jobs across the City of London region citing Logistic Regression also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Logistic Regression.

1 31 (96.88%) SAS
1 31 (96.88%) Data Analysis
2 29 (90.63%) SQL
2 29 (90.63%) Relational Database
3 26 (81.25%) SPSS
4 25 (78.13%) Analytics
5 24 (75.00%) Linear Regression
5 24 (75.00%) Cluster Analysis
6 23 (71.88%) Neural Network
6 23 (71.88%) Python
6 23 (71.88%) MATLAB
6 23 (71.88%) Algorithms
6 23 (71.88%) Markov Chain
6 23 (71.88%) Bayesian Methods
6 23 (71.88%) Visualisation
6 23 (71.88%) R
7 22 (68.75%) Digital Media
7 22 (68.75%) Predictive Modelling
7 22 (68.75%) Mathematics
7 22 (68.75%) Applied Mathematics
7 22 (68.75%) Hadoop
7 22 (68.75%) Big Data
7 22 (68.75%) Time Series Analysis
7 22 (68.75%) Factor Analysis
7 22 (68.75%) Structural Equation Modelling
7 22 (68.75%) Database Theory
7 22 (68.75%) Relational Database Theory
7 22 (68.75%) Finance
7 22 (68.75%) Retail
7 22 (68.75%) PhD

Logistic Regression
Top Related IT Skills in the City of London by Category

For the 6 months to 28 November 2014, IT jobs across the City of London region citing Logistic Regression also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Logistic Regression. Up to 20 skills are shown per category.

Application Platforms
1 31 (96.88%) SAS
2 11 (34.38%) Apache Pig
Applications
1 26 (81.25%) SPSS
2 22 (68.75%) CPLEX
3 2 (6.25%) FastStats
Database & Business Intelligence
1 29 (90.63%) Relational Database
2 22 (68.75%) Data Mining
2 22 (68.75%) Hadoop
2 22 (68.75%) Big Data
General
1 22 (68.75%) Finance
1 22 (68.75%) Retail
2 7 (21.88%) Marketing
Job Titles
1 23 (71.88%) Data Scientist
2 6 (18.75%) Analyst
3 5 (15.63%) Data Analyst
3 5 (15.63%) Marketing Analyst
4 4 (12.50%) Marketing Data Analyst
5 2 (6.25%) Senior Data Analyst
5 2 (6.25%) Senior Analyst
6 1 (3.13%) Marketing Manager
6 1 (3.13%) Senior Marketing Analyst
Libraries, Frameworks & Software Standards
1 4 (12.50%) Natural Language Processing
2 1 (3.13%) D3.js
2 1 (3.13%) SciPy
2 1 (3.13%) NumPy
2 1 (3.13%) Matplotlib
Miscellaneous
1 23 (71.88%) Neural Network
1 23 (71.88%) Visualisation
1 23 (71.88%) Algorithms
2 22 (68.75%) Digital Media
2 22 (68.75%) Economics
2 22 (68.75%) Statistics
2 22 (68.75%) Mathematics
2 22 (68.75%) Applied Mathematics
3 11 (34.38%) Physics
3 11 (34.38%) Chemistry
3 11 (34.38%) Psychology
3 11 (34.38%) Computer Science
3 11 (34.38%) Informatics
3 11 (34.38%) Artificial Intelligence
Processes & Methodologies
1 31 (96.88%) Data Analysis
2 25 (78.13%) Analytics
3 24 (75.00%) Cluster Analysis
3 24 (75.00%) Linear Regression
4 23 (71.88%) Markov Chain
4 23 (71.88%) Bayesian Methods
5 22 (68.75%) Time Series Analysis
5 22 (68.75%) Predictive Modelling
5 22 (68.75%) Data Modelling
5 22 (68.75%) Business Analysis
5 22 (68.75%) Factor Analysis
5 22 (68.75%) Structural Equation Modelling
5 22 (68.75%) Database Theory
5 22 (68.75%) Relational Database Theory
6 12 (37.50%) Gibbs Sampling
6 12 (37.50%) Machine Learning
6 12 (37.50%) Monte Carlo Method
7 11 (34.38%) Biostatistics
7 11 (34.38%) Statistical Analysis
7 11 (34.38%) Bioinformatics
Programming Languages
1 29 (90.63%) SQL
2 23 (71.88%) Python
2 23 (71.88%) MATLAB
2 23 (71.88%) R
3 22 (68.75%) C++
4 12 (37.50%) Clojure
5 11 (34.38%) Java
5 11 (34.38%) Ruby
Qualifications
1 22 (68.75%) PhD
1 22 (68.75%) Degree