The table below looks at the statistics for Logistic Regression skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Logistic Regression over the 3 months to 28 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
28 Feb 2017
Same period 2016 Same period 2015
Logistic Regression
UK
Rank 819 900 920
Rank change year-on-year
+81 +20
Permanent jobs citing Logistic Regression 32 42 36
As % of all permanent IT jobs located in the UK 0.038% 0.042% 0.034%
As % of the Processes & Methodologies category 0.043% 0.047% 0.039%
Number of salaries quoted 21 33 31
Median salary £50,000 £45,000 £52,500
Median salary % change year-on-year
+11.11% -14.28%
90% offered a salary of more than £35,000 £35,000 £37,500
10% offered a salary of more than £67,500 £64,500 £80,000
UK excluding London median salary £52,500 £43,750 £48,750
% change year-on-year
+20.00% -10.25%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
74604 89126 91423
As % of all permanent IT jobs located in the UK 88.73% 88.31% 86.72%
Number of salaries quoted 61307 73847 74567
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 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Logistic Regression
Jobs Demand Trend

The demand trend of job ads citing Logistic Regression as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Logistic Regression Jobs Demand Trend in the UK

Logistic Regression
Salary Trend

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

Logistic Regression Salary Trend in the UK

Logistic Regression
Salary Histogram

This chart provides a salary histogram for IT jobs citing Logistic Regression over the 3 months to 28 February 2017 within the UK.

Logistic Regression Salary Histogram in the UK

Logistic Regression
Top 18 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Logistic Regression within the UK over the 3 months to 28 February 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
England +79 32 £50,000 +11.11% 4
London +26 11 £47,500 +5.55%
North West - 9 £52,500 - 2
Manchester - 6 £42,500 -
Oldham - 5 - -
South East +56 4 £70,000 +55.55% 1
Yorkshire +25 4 £35,000 -
South West - 4 £56,250 -
Leeds +22 3 £35,000 -
West Yorkshire +22 3 £35,000 -
Cheshire - 3 £52,500 - 2
Oxfordshire - 2 £70,000 -
Somerset - 2 £52,500 -
Surrey - 2 - -
Bath - 2 £52,500 -
City of London +25 1 £47,500 -5.00%
Bristol - 1 - -
Chester - 1 £52,500 -

Logistic Regression
Top 30 Related IT Skills

For the 6 months to 28 February 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 with a requirement for Logistic Regression.

1 32 (64.00%) Analytics
2 29 (58.00%) SQL
3 27 (54.00%) R
4 26 (52.00%) Linear Regression
5 25 (50.00%) Statistical Modelling
6 24 (48.00%) Degree
7 22 (44.00%) Python
7 22 (44.00%) Analytical Skills
8 21 (42.00%) Machine Learning
9 19 (38.00%) Statistics
9 19 (38.00%) SAS
10 17 (34.00%) PhD
10 17 (34.00%) Mathematics
11 16 (32.00%) Marketing
11 16 (32.00%) Neural Network
12 15 (30.00%) Visualisation
12 15 (30.00%) Decision Tree
13 14 (28.00%) Business Intelligence
14 13 (26.00%) Predictive Modelling
14 13 (26.00%) Algorithms
15 12 (24.00%) Big Data
15 12 (24.00%) Hadoop
15 12 (24.00%) Data Mining
15 12 (24.00%) CHAID
15 12 (24.00%) MATLAB
15 12 (24.00%) MS Excel
16 11 (22.00%) C++
16 11 (22.00%) SPSS
16 11 (22.00%) Customer Insight
16 11 (22.00%) Relational Database

Logistic Regression
Top Related IT Skills 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 19 (38.00%) SAS
2 5 (10.00%) Apache Spark
3 3 (6.00%) Apache Pig
4 1 (2.00%) Apache
Applications
1 12 (24.00%) MS Excel
2 11 (22.00%) SPSS
3 9 (18.00%) MS PowerPoint
4 4 (8.00%) MS Office
5 2 (4.00%) MS Visio
Cloud Services
1 4 (8.00%) Google Analytics
2 2 (4.00%) Adobe Analytics
3 1 (2.00%) Amazon EC2
Communications & Networking
1 4 (8.00%) Symposium
Database & Business Intelligence
1 12 (24.00%) Big Data
1 12 (24.00%) Data Mining
1 12 (24.00%) Hadoop
2 11 (22.00%) Relational Database
3 7 (14.00%) Apache Hive
3 7 (14.00%) Base SAS
3 7 (14.00%) Text Mining
4 5 (10.00%) Data Warehouse
5 3 (6.00%) BusinessObjects
5 3 (6.00%) Neo4j
5 3 (6.00%) QlikView
5 3 (6.00%) SQL Server
6 2 (4.00%) BusinessObjects Business Intelligence
6 2 (4.00%) Lumira
6 2 (4.00%) NoSQL
6 2 (4.00%) PostgreSQL
6 2 (4.00%) Power BI
7 1 (2.00%) Apache Cassandra
7 1 (2.00%) RDBMS
7 1 (2.00%) SQL Server 2008
Development Applications
1 1 (2.00%) Git (software)
General
1 16 (32.00%) Marketing
2 10 (20.00%) Finance
3 4 (8.00%) Pharmaceutical
3 4 (8.00%) Retail
4 3 (6.00%) Games
5 2 (4.00%) Banking
5 2 (4.00%) Law
5 2 (4.00%) Manufacturing
5 2 (4.00%) Multimedia
5 2 (4.00%) Publishing
6 1 (2.00%) Advertising
Job Titles
1 25 (50.00%) Data Scientist
2 18 (36.00%) Analyst
3 6 (12.00%) Senior Analyst
4 4 (8.00%) Insight Analyst
4 4 (8.00%) Web Analyst
5 3 (6.00%) Senior Manager
5 3 (6.00%) Senior Statistical Analyst
5 3 (6.00%) Statistical Analyst
6 2 (4.00%) Analytics Manager
6 2 (4.00%) Data Analyst
6 2 (4.00%) Digital Analyst
6 2 (4.00%) SPSS Analyst
7 1 (2.00%) Data Consultant
7 1 (2.00%) Data Manager
7 1 (2.00%) IT Consultant
7 1 (2.00%) Senior Analytics Manager
7 1 (2.00%) Senior Data Scientist
7 1 (2.00%) Senior Insight Analyst
7 1 (2.00%) SEO Analyst
7 1 (2.00%) Web Analytics Analyst
Libraries, Frameworks & Software Standards
1 4 (8.00%) Natural Language Processing
2 2 (4.00%) Pandas
2 2 (4.00%) scikit-learn
2 2 (4.00%) TensorFlow
2 2 (4.00%) Theano
2 2 (4.00%) Torch
3 1 (2.00%) Cascading
Miscellaneous
1 22 (44.00%) Analytical Skills
2 13 (26.00%) Algorithms
3 10 (20.00%) Computer Science
4 5 (10.00%) Credit Risk
5 4 (8.00%) Biotechnology
5 4 (8.00%) Social Media
6 1 (2.00%) Data Structures
Operating Systems
1 3 (6.00%) Linux
1 3 (6.00%) Unix
Processes & Methodologies
1 32 (64.00%) Analytics
2 26 (52.00%) Linear Regression
3 25 (50.00%) Statistical Modelling
4 21 (42.00%) Machine Learning
5 19 (38.00%) Statistics
6 17 (34.00%) Mathematics
7 16 (32.00%) Neural Network
8 15 (30.00%) Decision Tree
8 15 (30.00%) Visualisation
9 14 (28.00%) Business Intelligence
10 13 (26.00%) Predictive Modelling
11 12 (24.00%) CHAID
12 11 (22.00%) Customer Insight
13 10 (20.00%) Data Analysis
14 8 (16.00%) Data Visualisation
14 8 (16.00%) Web Analytics
15 7 (14.00%) Validation
16 6 (12.00%) Agile Software Development
16 6 (12.00%) B2B
16 6 (12.00%) Cluster Analysis
Programming Languages
1 29 (58.00%) SQL
2 27 (54.00%) R
3 22 (44.00%) Python
4 12 (24.00%) MATLAB
5 11 (22.00%) C++
6 7 (14.00%) C
6 7 (14.00%) VBA
7 6 (12.00%) Java
8 4 (8.00%) VB
9 2 (4.00%) C#
9 2 (4.00%) Perl
10 1 (2.00%) Scala
Qualifications
1 24 (48.00%) Degree
2 17 (34.00%) PhD
3 7 (14.00%) Postgraduate
System Software
1 2 (4.00%) HDFS
Vendors
1 6 (12.00%) Tableau
2 5 (10.00%) Google
3 4 (8.00%) Facebook
3 4 (8.00%) IBM
3 4 (8.00%) Tealeaf
3 4 (8.00%) Twitter
4 3 (6.00%) SAP
5 2 (4.00%) Adobe
5 2 (4.00%) Microsoft
5 2 (4.00%) Omniture
Leicester, Leicestershire
Emponics Ltd
Salary: to £40,000
Posted: 5 days ago
Cheshire
Churchill Frank
Salary: £40000 - £70000 per annum + Bonus + Pension
Posted: 26 days ago