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

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Logistic Regression
Rank 602 624 650
Rank change year-on-year
+22 +26
Permanent jobs citing Logistic Regression 14 28 46
As % of all permanent IT jobs located in London 0.036% 0.063% 0.095%
As % of the Processes & Methodologies category 0.040% 0.072% 0.11%
Number of salaries quoted 13 21 44
Median salary £52,500 £50,000 £72,500
Median salary % change year-on-year
+5.00% -31.03%
90% offered a salary of more than £49,700 £32,500 £42,700
10% offered a salary of more than £69,000 £70,000 £80,000
UK excluding London median salary £45,000 £36,500 £35,000
% change year-on-year
+23.28% +4.28%
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
35244 38971 42065
As % of all permanent IT jobs located in London 89.57% 87.91% 87.24%
Number of salaries quoted 30536 32722 34884
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 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 July 2016.

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 30 July 2016. 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
(Click see detailed
statistics and trends)
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 +67 2 £59,500 +83.07%
Bromley - 1 - -
Logistic Regression
England

Logistic Regression
Top 30 Related IT Skills in London

For the 6 months to 30 July 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 31 (72.09%) Analytics
2 26 (60.47%) SQL
2 26 (60.47%) Data Mining
3 22 (51.16%) CHAID
4 21 (48.84%) R
5 20 (46.51%) Hadoop
6 19 (44.19%) Analytical Skills
7 17 (39.53%) Machine Learning
7 17 (39.53%) Apache Hive
7 17 (39.53%) SAS
8 16 (37.21%) Python
8 16 (37.21%) Statistics
9 15 (34.88%) Cluster Analysis
9 15 (34.88%) Algorithms
10 14 (32.56%) Text Mining
10 14 (32.56%) Neural Network
11 13 (30.23%) PhD
11 13 (30.23%) Predictive Modelling
12 12 (27.91%) Relational Database
12 12 (27.91%) SPSS
12 12 (27.91%) Finance
13 11 (25.58%) Marketing
13 11 (25.58%) Mathematics
13 11 (25.58%) Computer Science
13 11 (25.58%) Statistical Modelling
14 10 (23.26%) Propensity Modelling
14 10 (23.26%) Business Intelligence
15 9 (20.93%) Predictive Analytics
16 8 (18.60%) Customer Insight
17 7 (16.28%) Customer Segmentation

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 17 (39.53%) SAS
2 6 (13.95%) Apache Spark
3 2 (4.65%) Elasticsearch
Applications
1 12 (27.91%) SPSS
Cloud Services
1 1 (2.33%) Google Analytics
Communications & Networking
1 1 (2.33%) Broadband
Database & Business Intelligence
1 26 (60.47%) Data Mining
2 20 (46.51%) Hadoop
3 17 (39.53%) Apache Hive
4 14 (32.56%) Text Mining
5 12 (27.91%) Relational Database
6 7 (16.28%) Base SAS
7 6 (13.95%) Big Data
7 6 (13.95%) MySQL
8 3 (6.98%) Apache Cassandra
8 3 (6.98%) Flink
9 2 (4.65%) CouchDB
9 2 (4.65%) MongoDB
9 2 (4.65%) NoSQL
9 2 (4.65%) PostgreSQL
9 2 (4.65%) SQL Server
10 1 (2.33%) KNIME
General
1 12 (27.91%) Finance
2 11 (25.58%) Marketing
3 2 (4.65%) Pharmaceutical
3 2 (4.65%) Telecoms
4 1 (2.33%) Banking
Job Titles
1 20 (46.51%) Data Scientist
2 12 (27.91%) Analyst
3 10 (23.26%) Insight Analyst
4 4 (9.30%) SAS Analyst
4 4 (9.30%) SAS Insight Analyst
5 3 (6.98%) Data Manager
5 3 (6.98%) Machine Learning Engineer
5 3 (6.98%) SAS Modeller
5 3 (6.98%) Senior Data Scientist
6 2 (4.65%) Business Intelligence Analyst
6 2 (4.65%) Business Intelligence Lead
6 2 (4.65%) Consultant
6 2 (4.65%) Credit Analyst
6 2 (4.65%) Credit Risk Analyst
6 2 (4.65%) Data Consultant
6 2 (4.65%) IT Consultant
6 2 (4.65%) Machine Learning Scientist
6 2 (4.65%) Risk Analyst
7 1 (2.33%) Graduate
7 1 (2.33%) Senior Analyst
Libraries, Frameworks & Software Standards
1 2 (4.65%) Natural Language Processing
1 2 (4.65%) NumPy
1 2 (4.65%) Pandas
1 2 (4.65%) SciPy
Miscellaneous
1 19 (44.19%) Analytical Skills
2 16 (37.21%) Statistics
3 15 (34.88%) Algorithms
4 14 (32.56%) Neural Network
5 11 (25.58%) Computer Science
5 11 (25.58%) Mathematics
6 7 (16.28%) Physics
7 6 (13.95%) Credit Risk
8 2 (4.65%) Artificial Intelligence
Operating Systems
1 1 (2.33%) Unix
Processes & Methodologies
1 31 (72.09%) Analytics
2 22 (51.16%) CHAID
3 17 (39.53%) Machine Learning
4 15 (34.88%) Cluster Analysis
5 13 (30.23%) Predictive Modelling
6 11 (25.58%) Statistical Modelling
7 10 (23.26%) Business Intelligence
7 10 (23.26%) Propensity Modelling
8 9 (20.93%) Predictive Analytics
9 8 (18.60%) Customer Insight
10 7 (16.28%) Customer Segmentation
11 6 (13.95%) Agile Software Development
11 6 (13.95%) Data Analytics
12 4 (9.30%) Data Analysis
13 3 (6.98%) Deep Learning
13 3 (6.98%) Marketing Strategy
13 3 (6.98%) Monte Carlo Method
13 3 (6.98%) Operations Research
13 3 (6.98%) Pair Programming
13 3 (6.98%) Performance Tuning
Programming Languages
1 26 (60.47%) SQL
2 21 (48.84%) R
3 16 (37.21%) Python
4 7 (16.28%) Java
5 6 (13.95%) SAS Macro
5 6 (13.95%) Scala
6 5 (11.63%) MATLAB
7 3 (6.98%) C
7 3 (6.98%) C++
7 3 (6.98%) Julia
8 1 (2.33%) Shell Script
Qualifications
1 13 (30.23%) PhD
2 4 (9.30%) Degree
System Software
1 3 (6.98%) Docker
Vendors
1 2 (4.65%) Microsoft
1 2 (4.65%) Oracle
2 1 (2.33%) Google
2 1 (2.33%) RapidMiner