The table below looks at the statistics for Logistic Regression skills in IT jobs advertised for the England 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 840 919 931
Rank change year-on-year
+79 +12
Permanent jobs citing Logistic Regression 11 27 34
As % of all permanent IT jobs located in England 0.013% 0.027% 0.032%
As % of the Processes & Methodologies category 0.015% 0.031% 0.037%
Number of salaries quoted 7 23 32
Median salary £40,000 £65,000 £51,250
Median salary % change year-on-year
-38.46% +26.82%
90% offered a salary of more than £35,000 £37,500 £37,650
10% offered a salary of more than £67,500 £79,500 £77,250
UK excluding London median salary £40,000 £37,500 £58,750
% change year-on-year
+6.66% -36.17%
Logistic Regression
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
73943 88189 92144
As % of all permanent IT jobs located in England 88.10% 87.52% 85.65%
Number of salaries quoted 61495 73694 76379
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Logistic Regression
Jobs Demand Trend in England

The demand trend of job ads across the England 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 England

Logistic Regression
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Logistic Regression across the England region.

Logistic Regression Salary Trend in England

Logistic Regression
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Logistic Regression across the England region over the 3 months to 4 December 2016.

Logistic Regression Salary Histogram in England

Logistic Regression
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Logistic Regression within the England region over the 3 months to 4 December 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
London +67 4 £67,500 +3.84% 1
North West - 3 £35,000 -
East of England - 3 £40,000 -
Yorkshire - 1 £35,000 - 1
Logistic Regression
UK

Logistic Regression
Top 30 Related IT Skills in England

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 England region with a requirement for Logistic Regression.

1 29 (74.36%) Analytics
2 22 (56.41%) Analytical Skills
3 20 (51.28%) R
4 19 (48.72%) Statistics
4 19 (48.72%) SQL
5 18 (46.15%) Data Analysis
6 16 (41.03%) Data Mining
6 16 (41.03%) Hadoop
6 16 (41.03%) Statistical Modelling
7 15 (38.46%) Machine Learning
7 15 (38.46%) Neural Network
8 14 (35.90%) Predictive Modelling
9 13 (33.33%) PhD
9 13 (33.33%) Java
9 13 (33.33%) Python
10 12 (30.77%) Business Intelligence
10 12 (30.77%) Mathematics
11 11 (28.21%) Computer Science
11 11 (28.21%) SAS
11 11 (28.21%) Data Modelling
11 11 (28.21%) Algorithms
11 11 (28.21%) Actionable Insight
12 10 (25.64%) MS PowerPoint
12 10 (25.64%) Physics
12 10 (25.64%) Degree
12 10 (25.64%) Marketing
12 10 (25.64%) Apache Hive
12 10 (25.64%) Big Data
13 9 (23.08%) Google Analytics
13 9 (23.08%) Google

Logistic Regression
Top Related IT Skills in England 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 (28.21%) SAS
2 6 (15.38%) Apache Spark
3 2 (5.13%) Apache Pig
4 1 (2.56%) Apache
Applications
1 10 (25.64%) MS PowerPoint
2 9 (23.08%) SPSS
3 8 (20.51%) MS Excel
4 3 (7.69%) Stata
5 2 (5.13%) CPLEX
5 2 (5.13%) MS Visio
Cloud Services
1 9 (23.08%) Google Analytics
Database & Business Intelligence
1 16 (41.03%) Data Mining
1 16 (41.03%) Hadoop
2 10 (25.64%) Apache Hive
2 10 (25.64%) Big Data
3 8 (20.51%) Relational Database
4 6 (15.38%) Text Mining
5 3 (7.69%) Data Warehouse
5 3 (7.69%) Neo4j
6 2 (5.13%) HBase
6 2 (5.13%) NoSQL
6 2 (5.13%) PostgreSQL
7 1 (2.56%) Base SAS
7 1 (2.56%) Flink
7 1 (2.56%) KNIME
7 1 (2.56%) RDBMS
General
1 10 (25.64%) Marketing
2 5 (12.82%) Finance
3 2 (5.13%) Multimedia
3 2 (5.13%) Retail
4 1 (2.56%) Banking
Job Titles
1 15 (38.46%) Data Scientist
2 14 (35.90%) Analyst
3 8 (20.51%) Web Analyst
4 4 (10.26%) Data Manager
4 4 (10.26%) Insight Analyst
4 4 (10.26%) Senior Data Scientist
5 3 (7.69%) Digital Analyst
5 3 (7.69%) SEO Analyst
5 3 (7.69%) Statistician
5 3 (7.69%) Web Analytics Analyst
6 2 (5.13%) Consultant
6 2 (5.13%) Data Analyst
6 2 (5.13%) Data Consultant
6 2 (5.13%) IT Consultant
7 1 (2.56%) Data Engineer
7 1 (2.56%) Graduate
7 1 (2.56%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 5 (12.82%) Natural Language Processing
2 1 (2.56%) Cascading
Miscellaneous
1 22 (56.41%) Analytical Skills
2 19 (48.72%) Statistics
3 15 (38.46%) Neural Network
4 12 (30.77%) Mathematics
5 11 (28.21%) Algorithms
5 11 (28.21%) Computer Science
6 10 (25.64%) Physics
7 8 (20.51%) Social Media
8 6 (15.38%) Artificial Intelligence
8 6 (15.38%) Visualisation
9 3 (7.69%) Economics
10 2 (5.13%) Applied Mathematics
10 2 (5.13%) Chemistry
10 2 (5.13%) Digital Media
10 2 (5.13%) Informatics
10 2 (5.13%) Psychology
11 1 (2.56%) Data Structures
Operating Systems
1 4 (10.26%) Unix
2 3 (7.69%) Linux
Processes & Methodologies
1 29 (74.36%) Analytics
2 18 (46.15%) Data Analysis
3 16 (41.03%) Statistical Modelling
4 15 (38.46%) Machine Learning
5 14 (35.90%) Predictive Modelling
6 12 (30.77%) Business Intelligence
7 11 (28.21%) Actionable Insight
7 11 (28.21%) Data Modelling
8 8 (20.51%) B2B
8 8 (20.51%) B2C
8 8 (20.51%) Cluster Analysis
8 8 (20.51%) Customer Insight
8 8 (20.51%) Data Management
8 8 (20.51%) E-Commerce
8 8 (20.51%) Project Management
8 8 (20.51%) Random Forest
8 8 (20.51%) Web Analytics
9 7 (17.95%) Linear Regression
10 6 (15.38%) Bayesian Methods
10 6 (15.38%) CHAID
Programming Languages
1 20 (51.28%) R
2 19 (48.72%) SQL
3 13 (33.33%) Java
3 13 (33.33%) Python
4 8 (20.51%) VB
4 8 (20.51%) VBA
5 7 (17.95%) C++
6 6 (15.38%) Scala
7 4 (10.26%) MATLAB
8 3 (7.69%) C#
9 2 (5.13%) Clojure
9 2 (5.13%) Perl
9 2 (5.13%) Ruby
10 1 (2.56%) C
10 1 (2.56%) Go
10 1 (2.56%) Julia
10 1 (2.56%) Shell Script
Qualifications
1 13 (33.33%) PhD
2 10 (25.64%) Degree
3 2 (5.13%) Postgraduate
Quality Assurance & Compliance
1 3 (7.69%) QA
System Software
1 2 (5.13%) HDFS
2 1 (2.56%) Docker
Vendors
1 9 (23.08%) Google
2 8 (20.51%) Facebook
2 8 (20.51%) IBM
2 8 (20.51%) Tealeaf
2 8 (20.51%) Twitter
3 1 (2.56%) RapidMiner
3 1 (2.56%) SAP
Leeds
Real Staffing
Salary: £30000 - £45000 per annum + competitive
Posted: 2 days ago
London
Parallel Consulting
Salary: £40000 - £50000 per annum + bonus + benefits
Posted: 3 days ago
Bristol, Avon
myBench Ltd
Salary: Up to £65,000 per annum
Posted: 23 days ago