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

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Logistic Regression
Rank 858 893 916
Rank change year-on-year
+35 +23
Permanent jobs citing Logistic Regression 29 49 62
As % of all permanent IT jobs located in England 0.032% 0.047% 0.055%
As % of the Processes & Methodologies category 0.036% 0.055% 0.064%
Number of salaries quoted 22 38 54
Median salary £52,500 £42,500 £49,000
Median salary % change year-on-year
+23.52% -13.26%
90% offered a salary of more than £37,500 £35,300 £35,000
10% offered a salary of more than £75,000 £71,500 £80,000
UK excluding London median salary £52,500 £36,500 £37,500
% change year-on-year
+43.83% -2.66%
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
80292 89626 96215
As % of all permanent IT jobs located in England 87.95% 86.74% 85.53%
Number of salaries quoted 67978 74098 78617
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 £74,000 £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 1 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 1 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 +28 14 £52,500 +10.52% 2
South East +30 9 £52,500 +43.83%
North West - 3 £40,000 - 1
East of England - 2 £35,000 -
Logistic Regression
UK

Logistic Regression
Top 30 Related IT Skills in England

For the 6 months to 1 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 34 (51.52%) Analytics
2 32 (48.48%) SQL
2 32 (48.48%) R
2 32 (48.48%) Machine Learning
3 31 (46.97%) Algorithms
4 30 (45.45%) Python
5 29 (43.94%) Data Mining
5 29 (43.94%) Statistics
6 28 (42.42%) SAS
7 26 (39.39%) Hadoop
7 26 (39.39%) Analytical Skills
8 25 (37.88%) Statistical Modelling
9 22 (33.33%) Apache Hive
10 20 (30.30%) CHAID
10 20 (30.30%) PhD
10 20 (30.30%) Propensity Modelling
11 19 (28.79%) SPSS
12 17 (25.76%) Java
12 17 (25.76%) Relational Database
13 16 (24.24%) Neural Network
14 15 (22.73%) Finance
14 15 (22.73%) Predictive Modelling
14 15 (22.73%) Marketing
14 15 (22.73%) Apache Spark
15 14 (21.21%) Mathematics
15 14 (21.21%) Data Analysis
16 13 (19.70%) Computer Science
16 13 (19.70%) Big Data
16 13 (19.70%) Natural Language Processing
17 12 (18.18%) Cluster Analysis

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 28 (42.42%) SAS
2 15 (22.73%) Apache Spark
3 6 (9.09%) Apache
3 6 (9.09%) Apache Pig
4 2 (3.03%) Elasticsearch
Applications
1 19 (28.79%) SPSS
2 1 (1.52%) MS Excel
2 1 (1.52%) MS PowerPoint
Business Applications
1 5 (7.58%) SAP Oil and Gas
Cloud Services
1 2 (3.03%) Google Analytics
Communications & Networking
1 3 (4.55%) Broadband
Database & Business Intelligence
1 29 (43.94%) Data Mining
2 26 (39.39%) Hadoop
3 22 (33.33%) Apache Hive
4 17 (25.76%) Relational Database
5 13 (19.70%) Big Data
6 11 (16.67%) Base SAS
7 10 (15.15%) Text Mining
8 7 (10.61%) MySQL
9 6 (9.09%) RDBMS
10 3 (4.55%) Apache Cassandra
10 3 (4.55%) HBase
10 3 (4.55%) NoSQL
11 2 (3.03%) CouchDB
11 2 (3.03%) Flink
11 2 (3.03%) MongoDB
11 2 (3.03%) PostgreSQL
11 2 (3.03%) SQL Server
12 1 (1.52%) SAS Enterprise Miner
General
1 15 (22.73%) Finance
1 15 (22.73%) Marketing
2 5 (7.58%) Telecoms
3 4 (6.06%) Banking
4 2 (3.03%) Pharmaceutical
5 1 (1.52%) Financial Institution
5 1 (1.52%) Retail
5 1 (1.52%) Retail Banking
Job Titles
1 30 (45.45%) Data Scientist
2 21 (31.82%) Analyst
3 10 (15.15%) Insight Analyst
4 7 (10.61%) SAS Analyst
5 6 (9.09%) Senior Analyst
6 5 (7.58%) Credit Analyst
6 5 (7.58%) Credit Risk Analyst
6 5 (7.58%) Data Manager
6 5 (7.58%) Risk Analyst
7 4 (6.06%) Data Analyst
7 4 (6.06%) SAS Insight Analyst
7 4 (6.06%) SAS Modeller
7 4 (6.06%) Senior SAS Analyst
8 3 (4.55%) Machine Learning Engineer
8 3 (4.55%) Machine Learning Scientist
8 3 (4.55%) Senior Data Scientist
9 2 (3.03%) Business Intelligence Lead
9 2 (3.03%) SAS Credit Risk Analyst
9 2 (3.03%) SAS Risk Analyst
9 2 (3.03%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 13 (19.70%) Natural Language Processing
2 6 (9.09%) Cascading
2 6 (9.09%) Kafka
3 3 (4.55%) MLlib
4 2 (3.03%) NumPy
4 2 (3.03%) Pandas
4 2 (3.03%) SciPy
Miscellaneous
1 31 (46.97%) Algorithms
2 29 (43.94%) Statistics
3 26 (39.39%) Analytical Skills
4 16 (24.24%) Neural Network
5 14 (21.21%) Mathematics
6 13 (19.70%) Computer Science
7 10 (15.15%) Credit Risk
8 8 (12.12%) Artificial Intelligence
8 8 (12.12%) Physics
9 6 (9.09%) Data Structures
10 2 (3.03%) Visualisation
11 1 (1.52%) Social Media
11 1 (1.52%) Social Network
11 1 (1.52%) User Experience
Operating Systems
1 7 (10.61%) Unix
2 6 (9.09%) Linux
Processes & Methodologies
1 34 (51.52%) Analytics
2 32 (48.48%) Machine Learning
3 25 (37.88%) Statistical Modelling
4 20 (30.30%) CHAID
4 20 (30.30%) Propensity Modelling
5 15 (22.73%) Predictive Modelling
6 14 (21.21%) Data Analysis
7 12 (18.18%) Cluster Analysis
8 11 (16.67%) Business Intelligence
9 10 (15.15%) Customer Insight
10 9 (13.64%) Customer Segmentation
11 8 (12.12%) Predictive Analytics
12 7 (10.61%) Data Analytics
12 7 (10.61%) MapReduce
12 7 (10.61%) Open Source
13 6 (9.09%) Kalman Filter
13 6 (9.09%) Open Source Development
13 6 (9.09%) Parallel Computing
14 5 (7.58%) Business Development
14 5 (7.58%) Risk Analysis
Programming Languages
1 32 (48.48%) R
1 32 (48.48%) SQL
2 30 (45.45%) Python
3 17 (25.76%) Java
4 10 (15.15%) SAS Macro
4 10 (15.15%) Scala
5 8 (12.12%) MATLAB
6 7 (10.61%) Shell Script
7 6 (9.09%) Perl
8 4 (6.06%) C
8 4 (6.06%) C++
9 2 (3.03%) Julia
10 1 (1.52%) PHP
10 1 (1.52%) VB
10 1 (1.52%) VBA
Qualifications
1 20 (30.30%) PhD
2 5 (7.58%) Degree
3 1 (1.52%) Postgraduate
Quality Assurance & Compliance
1 2 (3.03%) Basel II
System Software
1 2 (3.03%) Docker
Vendors
1 6 (9.09%) SAP
2 2 (3.03%) Capita
2 2 (3.03%) Google
2 2 (3.03%) Microsoft
2 2 (3.03%) Oracle
3 1 (1.52%) Facebook
3 1 (1.52%) IBM
3 1 (1.52%) Tealeaf
3 1 (1.52%) Twitter
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