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

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Logistic Regression
UK
Rank 824 905 914
Rank change year-on-year
+81 +9
Permanent jobs citing Logistic Regression 25 34 37
As % of all permanent IT jobs located in the UK 0.030% 0.034% 0.035%
As % of the Processes & Methodologies category 0.034% 0.039% 0.041%
Number of salaries quoted 18 30 34
Median salary £52,500 £50,000 £62,500
Median salary % change year-on-year
+5.00% -20.00%
90% offered a salary of more than £35,000 £37,500 £43,250
10% offered a salary of more than £67,500 £81,750 £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 across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
74379 87644 90527
As % of all permanent IT jobs located in the UK 88.14% 87.68% 86.05%
Number of salaries quoted 61268 72885 74721
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 £31,000
10% offered a salary of more than £77,000 £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

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 20 January 2017 within the UK.

Logistic Regression Salary Histogram in the UK

Logistic Regression
Top 16 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 20 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
England +77 23 £51,250 +2.50% 6
London +56 11 £52,500 - 2
North West - 6 £52,500 - 1
Manchester - 4 £35,000 - 1
Leeds - 3 £35,000 - 2
Yorkshire - 3 £35,000 - 2
West Yorkshire - 3 £35,000 - 2
South East +68 2 - - 1
Surrey +33 2 - -
Cardiff +12 2 £60,000 +41.17%
South Wales +10 2 £60,000 +41.17%
Wales +8 2 £60,000 +41.17%
Cheshire - 2 £52,500 -
Oldham - 2 - - 1
South West - 1 £60,000 -
Chester - 1 £52,500 -

Logistic Regression
Top 30 Related IT Skills

For the 6 months to 20 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 with a requirement for Logistic Regression.

1 34 (77.27%) Analytics
2 27 (61.36%) SQL
3 26 (59.09%) Analytical Skills
4 20 (45.45%) Statistical Modelling
5 19 (43.18%) R
5 19 (43.18%) Statistics
5 19 (43.18%) Degree
6 18 (40.91%) Neural Network
6 18 (40.91%) Business Intelligence
7 17 (38.64%) Machine Learning
8 16 (36.36%) Hadoop
8 16 (36.36%) Visualisation
9 15 (34.09%) Marketing
9 15 (34.09%) Data Analysis
9 15 (34.09%) Data Mining
10 14 (31.82%) SAS
10 14 (31.82%) Python
10 14 (31.82%) Mathematics
11 13 (29.55%) Relational Database
12 12 (27.27%) Algorithms
12 12 (27.27%) Big Data
12 12 (27.27%) PhD
13 11 (25.00%) SPSS
13 11 (25.00%) MS Excel
13 11 (25.00%) Web Analytics
13 11 (25.00%) MS PowerPoint
14 10 (22.73%) Customer Insight
14 10 (22.73%) Data Visualisation
14 10 (22.73%) Predictive Modelling
14 10 (22.73%) C++

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 14 (31.82%) SAS
2 7 (15.91%) Apache Spark
3 2 (4.55%) Apache Pig
4 1 (2.27%) Apache
Applications
1 11 (25.00%) MS Excel
1 11 (25.00%) MS PowerPoint
1 11 (25.00%) SPSS
2 2 (4.55%) CPLEX
2 2 (4.55%) MS Office
2 2 (4.55%) MS Visio
Cloud Services
1 7 (15.91%) Google Analytics
2 2 (4.55%) Adobe Analytics
Communications & Networking
1 2 (4.55%) Symposium
Database & Business Intelligence
1 16 (36.36%) Hadoop
2 15 (34.09%) Data Mining
3 13 (29.55%) Relational Database
4 12 (27.27%) Big Data
5 7 (15.91%) Apache Hive
5 7 (15.91%) Text Mining
6 5 (11.36%) Neo4j
7 4 (9.09%) NoSQL
7 4 (9.09%) PostgreSQL
8 3 (6.82%) BusinessObjects
8 3 (6.82%) Data Warehouse
9 2 (4.55%) Base SAS
9 2 (4.55%) BusinessObjects Business Intelligence
9 2 (4.55%) Lumira
9 2 (4.55%) Power BI
9 2 (4.55%) QlikView
9 2 (4.55%) SQL Server
10 1 (2.27%) RDBMS
General
1 15 (34.09%) Marketing
2 9 (20.45%) Finance
3 6 (13.64%) Retail
4 4 (9.09%) Multimedia
5 2 (4.55%) Banking
5 2 (4.55%) Games
5 2 (4.55%) Law
5 2 (4.55%) Manufacturing
5 2 (4.55%) Pharmaceutical
5 2 (4.55%) Publishing
6 1 (2.27%) Advertising
Job Titles
1 25 (56.82%) Data Scientist
2 17 (38.64%) Analyst
3 7 (15.91%) Web Analyst
4 4 (9.09%) Senior Analyst
4 4 (9.09%) Senior Data Scientist
5 3 (6.82%) Digital Analyst
5 3 (6.82%) SEO Analyst
5 3 (6.82%) Web Analytics Analyst
6 2 (4.55%) Consultant
6 2 (4.55%) Data Analyst
6 2 (4.55%) Data Consultant
6 2 (4.55%) Insight Analyst
6 2 (4.55%) IT Consultant
6 2 (4.55%) Senior Statistical Analyst
6 2 (4.55%) SPSS Analyst
6 2 (4.55%) Statistical Analyst
7 1 (2.27%) Analytics Manager
7 1 (2.27%) Data Manager
7 1 (2.27%) Senior Analytics Manager
7 1 (2.27%) Senior Manager
Libraries, Frameworks & Software Standards
1 7 (15.91%) Natural Language Processing
2 2 (4.55%) Pandas
2 2 (4.55%) scikit-learn
2 2 (4.55%) TensorFlow
2 2 (4.55%) Theano
2 2 (4.55%) Torch
3 1 (2.27%) Cascading
Miscellaneous
1 26 (59.09%) Analytical Skills
2 19 (43.18%) Statistics
3 18 (40.91%) Neural Network
4 16 (36.36%) Visualisation
5 14 (31.82%) Mathematics
6 12 (27.27%) Algorithms
7 7 (15.91%) Computer Science
7 7 (15.91%) Social Media
8 6 (13.64%) Artificial Intelligence
9 5 (11.36%) Economics
10 4 (9.09%) Physics
10 4 (9.09%) Psychology
11 3 (6.82%) Credit Risk
12 2 (4.55%) Applied Mathematics
12 2 (4.55%) Biotechnology
12 2 (4.55%) Chemistry
12 2 (4.55%) Data Extraction
12 2 (4.55%) Digital Media
12 2 (4.55%) Informatics
13 1 (2.27%) Data Structures
Operating Systems
1 3 (6.82%) Linux
1 3 (6.82%) Unix
Processes & Methodologies
1 34 (77.27%) Analytics
2 20 (45.45%) Statistical Modelling
3 18 (40.91%) Business Intelligence
4 17 (38.64%) Machine Learning
5 15 (34.09%) Data Analysis
6 11 (25.00%) Web Analytics
7 10 (22.73%) CHAID
7 10 (22.73%) Customer Insight
7 10 (22.73%) Data Visualisation
7 10 (22.73%) Linear Regression
7 10 (22.73%) Predictive Modelling
8 9 (20.45%) Actionable Insight
8 9 (20.45%) B2B
8 9 (20.45%) Cluster Analysis
9 8 (18.18%) Agile Software Development
9 8 (18.18%) Data Modelling
9 8 (18.18%) Time Series Analysis
10 7 (15.91%) Bayesian Methods
10 7 (15.91%) Data Management
10 7 (15.91%) Random Forest
Programming Languages
1 27 (61.36%) SQL
2 19 (43.18%) R
3 14 (31.82%) Python
4 10 (22.73%) C++
5 9 (20.45%) VBA
6 7 (15.91%) Java
6 7 (15.91%) MATLAB
6 7 (15.91%) VB
7 3 (6.82%) C#
8 2 (4.55%) C
8 2 (4.55%) Clojure
8 2 (4.55%) Perl
8 2 (4.55%) Ruby
9 1 (2.27%) Go
9 1 (2.27%) Scala
Qualifications
1 19 (43.18%) Degree
2 12 (27.27%) PhD
3 6 (13.64%) Postgraduate
System Software
1 4 (9.09%) HDFS
Vendors
1 7 (15.91%) Facebook
1 7 (15.91%) Google
1 7 (15.91%) IBM
1 7 (15.91%) Tealeaf
1 7 (15.91%) Twitter
2 5 (11.36%) Tableau
3 3 (6.82%) SAP
4 2 (4.55%) Adobe
4 2 (4.55%) Microsoft
4 2 (4.55%) Omniture
City, London
ANSON MCCADE
Salary: £75,000 - £85,000
Posted: 1 hour ago
Leeds, West Yorkshire
Oliver James Associates
Salary: £30000 - £35000 per annum
Posted: 23 hours ago
Leeds, West Yorkshire
Oliver James Associates
Salary: £40000 - £50000 per annum
Posted: 22 hours ago
Oxfordshire
Stott & May
Salary: £50000 - £90000 per annum + equity
Posted: 4 days ago
West London
Michael Page Technology
Salary: £45000 - £50000 per annum + Benefits
Posted: 7 days ago
Oldham, Lancashire
Innovative Technology Limited
Salary: Highly-competitive and negotiable, depending on experience
Posted: 8 days ago