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 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Logistic Regression
Rank 873 915 908
Rank change year-on-year
+42 -7
Permanent jobs citing Logistic Regression 30 38 64
As % of all permanent IT jobs located in England 0.033% 0.037% 0.059%
As % of the Processes & Methodologies category 0.037% 0.042% 0.069%
Number of salaries quoted 23 27 52
Median salary £52,500 £40,000 £70,000
Median salary % change year-on-year
+31.25% -42.85%
90% offered a salary of more than £39,000 £32,500 £37,500
10% offered a salary of more than £69,000 £72,000 £80,000
UK excluding London median salary £45,000 £36,500 £35,000
% change year-on-year
+23.28% +4.28%
Logistic Regression
UK

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
80538 89659 92924
As % of all permanent IT jobs located in England 87.83% 87.13% 85.41%
Number of salaries quoted 68120 74136 75624
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £73,000 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 26 July 2016.

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 26 July 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
London +22 13 £52,500 +5.00%
South East +32 8 £52,500 +43.83%
North West - 5 £39,000 - 1
East of England +28 3 £35,000 -
Logistic Regression
UK

Logistic Regression
Top 30 Related IT Skills in England

For the 6 months to 26 July 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 across the England region with a requirement for Logistic Regression.

1 37 (56.92%) Analytics
2 36 (55.38%) R
3 33 (50.77%) SQL
4 32 (49.23%) Data Mining
4 32 (49.23%) Machine Learning
5 31 (47.69%) Hadoop
5 31 (47.69%) Algorithms
6 30 (46.15%) Python
7 29 (44.62%) Statistics
8 28 (43.08%) Analytical Skills
9 27 (41.54%) Apache Hive
10 25 (38.46%) Statistical Modelling
11 23 (35.38%) CHAID
12 22 (33.85%) Propensity Modelling
13 20 (30.77%) Neural Network
13 20 (30.77%) PhD
13 20 (30.77%) SAS
14 19 (29.23%) Java
14 19 (29.23%) Relational Database
15 18 (27.69%) Predictive Modelling
16 16 (24.62%) Mathematics
16 16 (24.62%) Computer Science
16 16 (24.62%) SPSS
17 15 (23.08%) Data Analysis
17 15 (23.08%) Marketing
17 15 (23.08%) Big Data
18 14 (21.54%) Cluster Analysis
18 14 (21.54%) Finance
18 14 (21.54%) Apache Spark
19 13 (20.00%) Text Mining

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 20 (30.77%) SAS
2 14 (21.54%) Apache Spark
3 6 (9.23%) Apache
3 6 (9.23%) Apache Pig
4 2 (3.08%) Elasticsearch
Applications
1 16 (24.62%) SPSS
2 3 (4.62%) Stata
3 2 (3.08%) MS Excel
3 2 (3.08%) MS PowerPoint
Business Applications
1 5 (7.69%) SAP Oil and Gas
Cloud Services
1 3 (4.62%) Google Analytics
Communications & Networking
1 1 (1.54%) Broadband
Database & Business Intelligence
1 32 (49.23%) Data Mining
2 31 (47.69%) Hadoop
3 27 (41.54%) Apache Hive
4 19 (29.23%) Relational Database
5 15 (23.08%) Big Data
6 13 (20.00%) Text Mining
7 9 (13.85%) Base SAS
8 6 (9.23%) MySQL
8 6 (9.23%) RDBMS
9 4 (6.15%) HBase
10 3 (4.62%) Apache Cassandra
10 3 (4.62%) Flink
11 2 (3.08%) CouchDB
11 2 (3.08%) MongoDB
11 2 (3.08%) NoSQL
11 2 (3.08%) PostgreSQL
11 2 (3.08%) SQL Server
12 1 (1.54%) KNIME
12 1 (1.54%) SAS Enterprise Miner
General
1 15 (23.08%) Marketing
2 14 (21.54%) Finance
3 2 (3.08%) Banking
3 2 (3.08%) Pharmaceutical
3 2 (3.08%) Telecoms
4 1 (1.54%) Financial Institution
4 1 (1.54%) Retail
4 1 (1.54%) Retail Banking
Job Titles
1 31 (47.69%) Data Scientist
2 15 (23.08%) Analyst
3 11 (16.92%) Insight Analyst
4 7 (10.77%) Data Manager
5 4 (6.15%) SAS Analyst
5 4 (6.15%) SAS Insight Analyst
5 4 (6.15%) SAS Modeller
5 4 (6.15%) Senior Data Scientist
6 3 (4.62%) Consultant
6 3 (4.62%) Data Consultant
6 3 (4.62%) Machine Learning Engineer
6 3 (4.62%) Machine Learning Scientist
6 3 (4.62%) Statistician
7 2 (3.08%) Business Intelligence Analyst
7 2 (3.08%) Credit Analyst
7 2 (3.08%) IT Consultant
7 2 (3.08%) Risk Analyst
7 2 (3.08%) Senior Analyst
7 2 (3.08%) Senior Insight Analyst
7 2 (3.08%) Web Analyst
Libraries, Frameworks & Software Standards
1 12 (18.46%) Natural Language Processing
2 6 (9.23%) Cascading
2 6 (9.23%) Kafka
3 2 (3.08%) MLlib
3 2 (3.08%) NumPy
3 2 (3.08%) Pandas
3 2 (3.08%) SciPy
Miscellaneous
1 31 (47.69%) Algorithms
2 29 (44.62%) Statistics
3 28 (43.08%) Analytical Skills
4 20 (30.77%) Neural Network
5 16 (24.62%) Computer Science
5 16 (24.62%) Mathematics
6 11 (16.92%) Physics
7 8 (12.31%) Artificial Intelligence
8 7 (10.77%) Credit Risk
9 6 (9.23%) Data Structures
10 2 (3.08%) Social Media
11 1 (1.54%) Social Network
11 1 (1.54%) Visualisation
Operating Systems
1 7 (10.77%) Unix
2 6 (9.23%) Linux
Processes & Methodologies
1 37 (56.92%) Analytics
2 32 (49.23%) Machine Learning
3 25 (38.46%) Statistical Modelling
4 23 (35.38%) CHAID
5 22 (33.85%) Propensity Modelling
6 18 (27.69%) Predictive Modelling
7 15 (23.08%) Data Analysis
8 14 (21.54%) Cluster Analysis
9 13 (20.00%) Business Intelligence
10 11 (16.92%) Customer Insight
11 9 (13.85%) Customer Segmentation
11 9 (13.85%) Predictive Analytics
12 8 (12.31%) Open Source
13 7 (10.77%) Actionable Insight
13 7 (10.77%) Data Modelling
13 7 (10.77%) MapReduce
14 6 (9.23%) Agile Software Development
14 6 (9.23%) Kalman Filter
14 6 (9.23%) Linear Regression
14 6 (9.23%) Open Source Development
Programming Languages
1 36 (55.38%) R
2 33 (50.77%) SQL
3 30 (46.15%) Python
4 19 (29.23%) Java
5 12 (18.46%) Scala
6 8 (12.31%) MATLAB
6 8 (12.31%) SAS Macro
7 7 (10.77%) Shell Script
8 6 (9.23%) Perl
9 5 (7.69%) C
9 5 (7.69%) C++
10 3 (4.62%) Julia
11 2 (3.08%) VB
11 2 (3.08%) VBA
12 1 (1.54%) PHP
Qualifications
1 20 (30.77%) PhD
2 8 (12.31%) Degree
3 1 (1.54%) Postgraduate
Quality Assurance & Compliance
1 3 (4.62%) QA
System Software
1 3 (4.62%) Docker
Vendors
1 6 (9.23%) SAP
2 3 (4.62%) Google
3 2 (3.08%) Facebook
3 2 (3.08%) IBM
3 2 (3.08%) Microsoft
3 2 (3.08%) Oracle
3 2 (3.08%) Tealeaf
3 2 (3.08%) Twitter
4 1 (1.54%) RapidMiner
Stockport, Cheshire
Searchability
Salary: £40000 - £45000 per annum + benefits
Posted: Yesterday