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

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Logistic Regression
Rank 856 913 926
Rank change year-on-year
+57 +13
Permanent jobs citing Logistic Regression 26 18 32
As % of all permanent IT jobs located in England 0.029% 0.018% 0.030%
As % of the Processes & Methodologies category 0.033% 0.020% 0.036%
Number of salaries quoted 22 14 28
Median salary £52,500 £62,000 £56,750
Median salary % change year-on-year
-15.32% +9.25%
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%
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
79090 89400 90102
As % of all permanent IT jobs located in England 88.28% 87.41% 85.37%
Number of salaries quoted 66332 74640 72734
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £30,500
10% offered a salary of more than £80,000 £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 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 28 September 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 28 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
London +60 13 £65,000 +4.83% 1
East of England +22 6 £40,000 -
South East +39 4 £60,000 -3.22% 1
North West - 3 £39,000 -
Logistic Regression
UK

Logistic Regression
Top 30 Related IT Skills in England

For the 6 months to 28 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 across the England region 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 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 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%) Data Management
12 7 (12.07%) E-Commerce
12 7 (12.07%) Parallel Computing
12 7 (12.07%) Project Management
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
London
Creative Personnel
Salary: £45000 - £60000 per annum
Posted: 6 days ago