The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Logistic Regression skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Logistic Regression over the 3 months to 29 April 2017 with a comparison to the same period in the previous 2 years.

Logistic Regression
UK / England
3 months to
29 Apr 2017
Same period 2016 Same period 2015
Rank 817 897 910
Rank change year-on-year +80 +13  
Permanent jobs citing Logistic Regression 25 38 48
As % of all permanent IT jobs advertised in England 0.030% 0.039% 0.046%
As % of the Processes & Methodologies category 0.034% 0.044% 0.053%
Number of salaries quoted 19 32 44
Median salary £50,000 £48,750 £47,500
Median salary % change year-on-year +2.56% +2.63%  
90% offered a salary of more than £34,500 £37,500 £36,650
10% offered a salary of more than £70,000 £75,000 £76,750
UK excluding London median salary £47,500 £42,500 £37,000
% change year-on-year +11.76% +14.86%  

Logistic Regression is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 73184 86333 90632
As % of all permanent IT job vacancies advertised in England 89.26% 88.85% 87.09%
Number of salaries quoted 60703 72543 73958
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Logistic Regression
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Logistic Regression as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Logistic Regression 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 in England.

Salary trend for Logistic Regression in England

Logistic Regression
Salary Histogram in England

The salary distribution of IT jobs citing Logistic Regression in England over the 3 months to 29 April 2017.

Salary histogram for Logistic Regression 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 29 April 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 +46 11 £50,000 -2.43%
North West -19 6 £48,750 +21.87% 1
Yorkshire +17 3 £45,000 +16.88%
South West - 3 £52,500 -
South East +64 2 £70,000 +27.27%
Logistic Regression
UK

For the 6 months to 29 April 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 (66.67%) R
1 32 (66.67%) Analytics
2 28 (58.33%) SQL
3 25 (52.08%) Python
4 24 (50.00%) Machine Learning
4 24 (50.00%) Degree
5 23 (47.92%) Linear Regression
6 21 (43.75%) Statistical Modelling
6 21 (43.75%) Statistics
6 21 (43.75%) PhD
7 20 (41.67%) Decision Tree
8 19 (39.58%) SAS
8 19 (39.58%) MATLAB
8 19 (39.58%) Analytical Skills
9 18 (37.50%) Mathematics
9 18 (37.50%) Neural Network
10 17 (35.42%) Marketing
11 15 (31.25%) Big Data
11 15 (31.25%) Computer Science
12 14 (29.17%) Hadoop
12 14 (29.17%) Algorithms
12 14 (29.17%) CHAID
13 12 (25.00%) SPSS
13 12 (25.00%) Visualisation
14 11 (22.92%) Predictive Modelling
14 11 (22.92%) Business Intelligence
15 9 (18.75%) Data Mining
15 9 (18.75%) Microsoft Excel
15 9 (18.75%) C++
15 9 (18.75%) Apache Hive

Logistic Regression
Co-occurring 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 19 (39.58%) SAS
2 6 (12.50%) Apache Pig
2 6 (12.50%) Apache Spark
Applications
1 12 (25.00%) SPSS
2 9 (18.75%) Microsoft Excel
3 4 (8.33%) Microsoft Office
4 3 (6.25%) Microsoft PowerPoint
Cloud Services
1 2 (4.17%) Adobe Analytics
2 1 (2.08%) Amazon EC2
Communications & Networking
1 4 (8.33%) Symposium
Database & Business Intelligence
1 15 (31.25%) Big Data
2 14 (29.17%) Hadoop
3 9 (18.75%) Apache Hive
3 9 (18.75%) Data Mining
3 9 (18.75%) Relational Database
4 7 (14.58%) Text Mining
5 5 (10.42%) Base SAS
6 3 (6.25%) BusinessObjects
6 3 (6.25%) HBase
6 3 (6.25%) NoSQL
6 3 (6.25%) QlikView
6 3 (6.25%) SQL Server
7 2 (4.17%) Apache Cassandra
7 2 (4.17%) BusinessObjects Business Intelligence
7 2 (4.17%) Impala
7 2 (4.17%) Lumira
7 2 (4.17%) Power BI
8 1 (2.08%) SQL Server 2008
Development Applications
1 1 (2.08%) Git (software)
General
1 17 (35.42%) Marketing
2 8 (16.67%) Finance
3 4 (8.33%) Banking
3 4 (8.33%) Pharmaceutical
3 4 (8.33%) Retail
4 3 (6.25%) Games
5 2 (4.17%) Investment Banking
5 2 (4.17%) Law
5 2 (4.17%) Manufacturing
5 2 (4.17%) Publishing
6 1 (2.08%) Advertising
Job Titles
1 25 (52.08%) Data Scientist
2 14 (29.17%) Analyst
3 6 (12.50%) Senior Analyst
4 5 (10.42%) Statistical Analyst
5 4 (8.33%) Insight Analyst
5 4 (8.33%) Senior Data Scientist
6 3 (6.25%) Senior Statistical Analyst
7 2 (4.17%) Analytics Manager
7 2 (4.17%) Consultant
7 2 (4.17%) SPSS Analyst
7 2 (4.17%) SQL Analyst
8 1 (2.08%) Analytics Consultant
8 1 (2.08%) Customer Insight Specialist
8 1 (2.08%) Data Consultant
8 1 (2.08%) Data Manager
8 1 (2.08%) Digital Analytics Consultant
8 1 (2.08%) IT Consultant
8 1 (2.08%) Senior Analytics Manager
8 1 (2.08%) Senior Insight Analyst
8 1 (2.08%) Senior Manager
Libraries, Frameworks & Software Standards
1 2 (4.17%) Pandas
1 2 (4.17%) scikit-learn
1 2 (4.17%) TensorFlow
1 2 (4.17%) Theano
1 2 (4.17%) Torch
2 1 (2.08%) Natural Language Processing
Miscellaneous
1 19 (39.58%) Analytical Skills
2 15 (31.25%) Computer Science
3 14 (29.17%) Algorithms
4 5 (10.42%) Credit Risk
5 4 (8.33%) Biotechnology
6 1 (2.08%) Social Media
Operating Systems
1 1 (2.08%) Linux
1 1 (2.08%) Unix
Processes & Methodologies
1 32 (66.67%) Analytics
2 24 (50.00%) Machine Learning
3 23 (47.92%) Linear Regression
4 21 (43.75%) Statistical Modelling
4 21 (43.75%) Statistics
5 20 (41.67%) Decision Tree
6 18 (37.50%) Mathematics
6 18 (37.50%) Neural Network
7 14 (29.17%) CHAID
8 12 (25.00%) Visualisation
9 11 (22.92%) Business Intelligence
9 11 (22.92%) Predictive Modelling
10 8 (16.67%) Cluster Analysis
10 8 (16.67%) Customer Insight
11 7 (14.58%) Customer Segmentation
11 7 (14.58%) Random Forest
12 6 (12.50%) ANOVA
12 6 (12.50%) Data Analytics
12 6 (12.50%) Experimental Design
12 6 (12.50%) Factor Analysis
Programming Languages
1 32 (66.67%) R
2 28 (58.33%) SQL
3 25 (52.08%) Python
4 19 (39.58%) MATLAB
5 9 (18.75%) C++
6 7 (14.58%) C
7 6 (12.50%) Java
8 3 (6.25%) VBA
9 1 (2.08%) C#
Qualifications
1 24 (50.00%) Degree
2 21 (43.75%) PhD
3 5 (10.42%) Postgraduate
Vendors
1 6 (12.50%) Tableau
2 2 (4.17%) Adobe
2 2 (4.17%) Microsoft
2 2 (4.17%) Omniture
2 2 (4.17%) SAP
3 1 (2.08%) Google
Manchester, Lancashire
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Posted: 26 days ago