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 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Logistic Regression
Rank 881 948 949
Rank change year-on-year
+67 +1
Permanent jobs citing Logistic Regression 26 19 35
As % of all permanent IT jobs located in the UK 0.027% 0.017% 0.031%
As % of the Processes & Methodologies category 0.031% 0.020% 0.036%
Number of salaries quoted 22 14 31
Median salary £52,500 £62,000 £50,000
Median salary % change year-on-year
-15.32% +24.00%
90% offered a salary of more than £39,100 £33,750 £35,000
10% offered a salary of more than £67,250 £80,000 £72,500
UK excluding London median salary £40,000 £62,000 £37,500
% change year-on-year
-35.48% +65.33%

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
83876 95652 97563
As % of all permanent IT jobs located in the UK 88.27% 87.52% 85.33%
Number of salaries quoted 69767 79052 78125
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 £30,500
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

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 29 September 2016 within the UK.

Logistic Regression Salary Histogram in the UK

Logistic Regression
Top 14 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 29 September 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
England +73 26 £52,500 -15.32% 1
London +46 13 £65,000 +4.83%
East of England +20 6 £40,000 -
Cambridgeshire - 6 £40,000 -
Peterborough - 6 £40,000 -
South East +48 4 £60,000 -3.22% 1
Manchester - 3 £39,000 -
North West - 3 £39,000 -
Southampton - 2 £60,000 -
Hampshire - 2 £60,000 - 1
Surrey +33 1 - -
Maidenhead - 1 £52,500 -
Staines - 1 - -
Berkshire - 1 £52,500 -

Logistic Regression
Top 30 Related IT Skills

For the 6 months to 29 September 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 with a requirement for Logistic Regression.

1 38 (65.52%) Analytics
2 33 (56.90%) R
3 31 (53.45%) Statistics
3 31 (53.45%) SQL
4 30 (51.72%) Data Mining
4 30 (51.72%) Hadoop
4 30 (51.72%) Machine Learning
5 29 (50.00%) Algorithms
6 27 (46.55%) Python
7 24 (41.38%) Neural Network
7 24 (41.38%) Statistical Modelling
7 24 (41.38%) Analytical Skills
8 23 (39.66%) Apache Hive
9 21 (36.21%) Data Analysis
9 21 (36.21%) Java
10 19 (32.76%) Big Data
11 18 (31.03%) Predictive Modelling
11 18 (31.03%) PhD
12 17 (29.31%) Mathematics
12 17 (29.31%) Relational Database
13 16 (27.59%) Propensity Modelling
14 15 (25.86%) Apache Spark
15 14 (24.14%) Business Intelligence
15 14 (24.14%) Computer Science
15 14 (24.14%) Cluster Analysis
15 14 (24.14%) Natural Language Processing
16 13 (22.41%) Degree
17 12 (20.69%) CHAID
17 12 (20.69%) SAS
17 12 (20.69%) Actionable Insight

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 15 (25.86%) Apache Spark
2 12 (20.69%) SAS
3 8 (13.79%) Apache Pig
4 7 (12.07%) Apache
Applications
1 11 (18.97%) SPSS
2 9 (15.52%) MS PowerPoint
3 7 (12.07%) MS Excel
4 3 (5.17%) Stata
5 2 (3.45%) CPLEX
5 2 (3.45%) MS Visio
Business Applications
1 5 (8.62%) SAP Oil and Gas
Cloud Services
1 8 (13.79%) Google Analytics
Database & Business Intelligence
1 30 (51.72%) Data Mining
1 30 (51.72%) Hadoop
2 23 (39.66%) Apache Hive
3 19 (32.76%) Big Data
4 17 (29.31%) Relational Database
5 10 (17.24%) Text Mining
6 7 (12.07%) RDBMS
7 4 (6.90%) HBase
8 3 (5.17%) Base SAS
8 3 (5.17%) MySQL
8 3 (5.17%) Neo4j
9 2 (3.45%) Apache Cassandra
9 2 (3.45%) Data Warehouse
9 2 (3.45%) NoSQL
9 2 (3.45%) PostgreSQL
10 1 (1.72%) Flink
10 1 (1.72%) KNIME
10 1 (1.72%) SAS Enterprise Miner
General
1 11 (18.97%) Marketing
2 8 (13.79%) Finance
3 2 (3.45%) Multimedia
3 2 (3.45%) Retail
4 1 (1.72%) Banking
Job Titles
1 30 (51.72%) Data Scientist
2 15 (25.86%) Analyst
3 8 (13.79%) Insight Analyst
4 7 (12.07%) Data Manager
4 7 (12.07%) Web Analyst
5 4 (6.90%) Senior Data Scientist
6 3 (5.17%) Consultant
6 3 (5.17%) Data Consultant
6 3 (5.17%) Digital Analyst
6 3 (5.17%) SEO Analyst
6 3 (5.17%) Statistician
6 3 (5.17%) Web Analytics Analyst
7 2 (3.45%) IT Consultant
8 1 (1.72%) Graduate
8 1 (1.72%) Management Consultant
8 1 (1.72%) SAS Analyst
8 1 (1.72%) SAS Insight Analyst
8 1 (1.72%) Senior Analyst
8 1 (1.72%) Senior Insight Analyst
8 1 (1.72%) Strategy Consultant
Libraries, Frameworks & Software Standards
1 14 (24.14%) Natural Language Processing
2 7 (12.07%) Cascading
3 6 (10.34%) Kafka
4 1 (1.72%) MLlib
Miscellaneous
1 31 (53.45%) Statistics
2 29 (50.00%) Algorithms
3 24 (41.38%) Analytical Skills
3 24 (41.38%) Neural Network
4 17 (29.31%) Mathematics
5 14 (24.14%) Computer Science
6 11 (18.97%) Physics
7 10 (17.24%) Artificial Intelligence
8 7 (12.07%) Data Structures
8 7 (12.07%) Social Media
9 5 (8.62%) Visualisation
10 3 (5.17%) Economics
11 2 (3.45%) Applied Mathematics
11 2 (3.45%) Chemistry
11 2 (3.45%) Digital Media
11 2 (3.45%) Informatics
11 2 (3.45%) Psychology
12 1 (1.72%) Social Network
Operating Systems
1 8 (13.79%) Unix
2 7 (12.07%) Linux
Processes & Methodologies
1 38 (65.52%) Analytics
2 30 (51.72%) Machine Learning
3 24 (41.38%) Statistical Modelling
4 21 (36.21%) Data Analysis
5 18 (31.03%) Predictive Modelling
6 16 (27.59%) Propensity Modelling
7 14 (24.14%) Business Intelligence
7 14 (24.14%) Cluster Analysis
8 12 (20.69%) Actionable Insight
8 12 (20.69%) CHAID
9 10 (17.24%) Data Modelling
9 10 (17.24%) Linear Regression
9 10 (17.24%) Random Forest
10 9 (15.52%) Open Source
11 8 (13.79%) Customer Insight
11 8 (13.79%) MapReduce
12 7 (12.07%) B2B
12 7 (12.07%) E-Commerce
12 7 (12.07%) Parallel Computing
12 7 (12.07%) Web Analytics
Programming Languages
1 33 (56.90%) R
2 31 (53.45%) SQL
3 27 (46.55%) Python
4 21 (36.21%) Java
5 10 (17.24%) Scala
6 8 (13.79%) Perl
7 7 (12.07%) C++
7 7 (12.07%) MATLAB
7 7 (12.07%) Shell Script
7 7 (12.07%) VB
7 7 (12.07%) VBA
8 3 (5.17%) C
9 2 (3.45%) Clojure
9 2 (3.45%) Ruby
9 2 (3.45%) SAS Macro
10 1 (1.72%) C#
10 1 (1.72%) Go
10 1 (1.72%) Julia
Qualifications
1 18 (31.03%) PhD
2 13 (22.41%) Degree
3 3 (5.17%) Postgraduate
Quality Assurance & Compliance
1 3 (5.17%) QA
System Software
1 2 (3.45%) HDFS
2 1 (1.72%) Docker
Vendors
1 8 (13.79%) Google
2 7 (12.07%) Facebook
2 7 (12.07%) IBM
2 7 (12.07%) Tealeaf
2 7 (12.07%) Twitter
3 6 (10.34%) SAP
4 2 (3.45%) Oracle
5 1 (1.72%) RapidMiner