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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Logistic Regression
UK / England
Rank 816 887 897
Rank change year-on-year
+71 +10
Permanent jobs citing Logistic Regression 24 31 35
As % of all permanent IT jobs located in England 0.030% 0.034% 0.036%
As % of the Processes & Methodologies category 0.034% 0.038% 0.041%
Number of salaries quoted 17 27 32
Median salary £52,500 £47,500 £62,500
Median salary % change year-on-year
+10.52% -24.00%
90% offered a salary of more than £35,000 £37,500 £45,250
10% offered a salary of more than £67,500 £82,600 £85,000
UK excluding London median salary £52,500 £37,500 £60,000
% change year-on-year
+40.00% -37.50%

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
69635 81001 84649
As % of all permanent IT jobs located in England 88.13% 87.73% 86.07%
Number of salaries quoted 57833 68096 70341
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £77,500
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 23 January 2017.

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 23 January 2017. 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 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 +39 11 £52,500 +2.43% 1
North West - 6 £52,500 - 1
South East +67 3 £70,000 -6.66% 1
Yorkshire - 3 £35,000 - 2
South West - 1 £60,000 - 1
Logistic Regression
UK

Logistic Regression
Top 30 Related IT Skills in England

For the 6 months to 23 January 2017, 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 32 (76.19%) Analytics
2 26 (61.90%) SQL
3 23 (54.76%) Analytical Skills
4 20 (47.62%) Statistical Modelling
4 20 (47.62%) R
5 17 (40.48%) Statistics
5 17 (40.48%) Degree
5 17 (40.48%) Business Intelligence
5 17 (40.48%) Neural Network
6 16 (38.10%) Machine Learning
7 15 (35.71%) Data Mining
7 15 (35.71%) Python
8 14 (33.33%) SAS
8 14 (33.33%) Data Analysis
8 14 (33.33%) Hadoop
8 14 (33.33%) Visualisation
8 14 (33.33%) Marketing
9 13 (30.95%) Big Data
9 13 (30.95%) PhD
9 13 (30.95%) Relational Database
10 12 (28.57%) Mathematics
11 11 (26.19%) SPSS
12 10 (23.81%) CHAID
12 10 (23.81%) MS Excel
12 10 (23.81%) C++
12 10 (23.81%) Web Analytics
12 10 (23.81%) MS PowerPoint
12 10 (23.81%) Predictive Modelling
12 10 (23.81%) Algorithms
12 10 (23.81%) Linear Regression

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 14 (33.33%) SAS
2 5 (11.90%) Apache Spark
3 3 (7.14%) Apache Pig
4 1 (2.38%) Apache
Applications
1 11 (26.19%) SPSS
2 10 (23.81%) MS Excel
2 10 (23.81%) MS PowerPoint
3 2 (4.76%) CPLEX
3 2 (4.76%) MS Office
3 2 (4.76%) MS Visio
Cloud Services
1 6 (14.29%) Google Analytics
2 2 (4.76%) Adobe Analytics
Communications & Networking
1 2 (4.76%) Symposium
Database & Business Intelligence
1 15 (35.71%) Data Mining
2 14 (33.33%) Hadoop
3 13 (30.95%) Big Data
3 13 (30.95%) Relational Database
4 7 (16.67%) Apache Hive
4 7 (16.67%) Text Mining
5 3 (7.14%) BusinessObjects
5 3 (7.14%) Data Warehouse
5 3 (7.14%) Neo4j
6 2 (4.76%) Base SAS
6 2 (4.76%) BusinessObjects Business Intelligence
6 2 (4.76%) Lumira
6 2 (4.76%) NoSQL
6 2 (4.76%) PostgreSQL
6 2 (4.76%) Power BI
6 2 (4.76%) QlikView
6 2 (4.76%) SQL Server
7 1 (2.38%) RDBMS
General
1 14 (33.33%) Marketing
2 9 (21.43%) Finance
3 6 (14.29%) Retail
4 2 (4.76%) Banking
4 2 (4.76%) Games
4 2 (4.76%) Law
4 2 (4.76%) Manufacturing
4 2 (4.76%) Multimedia
4 2 (4.76%) Pharmaceutical
4 2 (4.76%) Publishing
5 1 (2.38%) Advertising
Job Titles
1 23 (54.76%) Data Scientist
2 16 (38.10%) Analyst
3 6 (14.29%) Web Analyst
4 4 (9.52%) Senior Analyst
4 4 (9.52%) Senior Data Scientist
5 3 (7.14%) SEO Analyst
5 3 (7.14%) Web Analytics Analyst
6 2 (4.76%) Consultant
6 2 (4.76%) Data Analyst
6 2 (4.76%) Data Consultant
6 2 (4.76%) Digital Analyst
6 2 (4.76%) Insight Analyst
6 2 (4.76%) IT Consultant
6 2 (4.76%) Senior Statistical Analyst
6 2 (4.76%) SPSS Analyst
6 2 (4.76%) Statistical Analyst
7 1 (2.38%) Analytics Manager
7 1 (2.38%) Data Manager
7 1 (2.38%) Senior Analytics Manager
7 1 (2.38%) Senior Manager
Libraries, Frameworks & Software Standards
1 5 (11.90%) Natural Language Processing
2 2 (4.76%) Pandas
2 2 (4.76%) scikit-learn
2 2 (4.76%) TensorFlow
2 2 (4.76%) Theano
2 2 (4.76%) Torch
3 1 (2.38%) Cascading
Miscellaneous
1 23 (54.76%) Analytical Skills
2 17 (40.48%) Neural Network
2 17 (40.48%) Statistics
3 14 (33.33%) Visualisation
4 12 (28.57%) Mathematics
5 10 (23.81%) Algorithms
6 8 (19.05%) Computer Science
7 6 (14.29%) Artificial Intelligence
7 6 (14.29%) Social Media
8 5 (11.90%) Economics
9 4 (9.52%) Physics
9 4 (9.52%) Psychology
10 3 (7.14%) Credit Risk
11 2 (4.76%) Applied Mathematics
11 2 (4.76%) Biotechnology
11 2 (4.76%) Chemistry
11 2 (4.76%) Data Extraction
11 2 (4.76%) Digital Media
11 2 (4.76%) Informatics
12 1 (2.38%) Data Structures
Operating Systems
1 3 (7.14%) Linux
1 3 (7.14%) Unix
Processes & Methodologies
1 32 (76.19%) Analytics
2 20 (47.62%) Statistical Modelling
3 17 (40.48%) Business Intelligence
4 16 (38.10%) Machine Learning
5 14 (33.33%) Data Analysis
6 10 (23.81%) CHAID
6 10 (23.81%) Linear Regression
6 10 (23.81%) Predictive Modelling
6 10 (23.81%) Web Analytics
7 9 (21.43%) Cluster Analysis
7 9 (21.43%) Customer Insight
8 8 (19.05%) Actionable Insight
8 8 (19.05%) B2B
8 8 (19.05%) Data Visualisation
9 7 (16.67%) Data Modelling
10 6 (14.29%) Agile Software Development
10 6 (14.29%) B2C
10 6 (14.29%) Data Management
10 6 (14.29%) E-Commerce
10 6 (14.29%) Project Management
Programming Languages
1 26 (61.90%) SQL
2 20 (47.62%) R
3 15 (35.71%) Python
4 10 (23.81%) C++
5 8 (19.05%) Java
5 8 (19.05%) VBA
6 7 (16.67%) MATLAB
7 6 (14.29%) VB
8 3 (7.14%) C#
9 2 (4.76%) C
9 2 (4.76%) Clojure
9 2 (4.76%) Perl
9 2 (4.76%) Ruby
10 1 (2.38%) Go
10 1 (2.38%) Scala
Qualifications
1 17 (40.48%) Degree
2 13 (30.95%) PhD
3 4 (9.52%) Postgraduate
System Software
1 2 (4.76%) HDFS
Vendors
1 6 (14.29%) Facebook
1 6 (14.29%) Google
1 6 (14.29%) IBM
1 6 (14.29%) Tealeaf
1 6 (14.29%) Twitter
2 5 (11.90%) Tableau
3 3 (7.14%) SAP
4 2 (4.76%) Adobe
4 2 (4.76%) Microsoft
4 2 (4.76%) Omniture
Oxfordshire
Stott & May
Salary: £50000 - £90000 per annum + equity
Posted: 13 hours ago
Bristol, Avon
Square One Resources
Salary: From £60,000 to £65,000 per annum
Posted: 5 hours ago
City, London
ANSON MCCADE
Salary: £75,000 - £85,000
Posted: 3 days ago
Leeds, West Yorkshire
Oliver James Associates
Salary: £30000 - £35000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
Oliver James Associates
Salary: £40000 - £50000 per annum
Posted: 4 days ago
Oldham, Lancashire
Innovative Technology Limited
Salary: Highly-competitive and negotiable, depending on experience
Posted: 11 days ago