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

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Logistic Regression
Rank 864 919 895
Rank change year-on-year
+55 -24
Permanent jobs citing Logistic Regression 27 21 48
As % of all permanent IT jobs located in England 0.029% 0.021% 0.044%
As % of the Processes & Methodologies category 0.033% 0.024% 0.051%
Number of salaries quoted 24 15 40
Median salary £52,500 £62,000 £70,000
Median salary % change year-on-year
-15.32% -11.42%
90% offered a salary of more than £39,000 £34,000 £35,000
10% offered a salary of more than £65,000 £70,000 £80,000
UK excluding London median salary £40,000 £62,000 £35,000
% change year-on-year
-35.48% +77.14%
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
80781 89306 93506
As % of all permanent IT jobs located in England 88.06% 87.42% 85.42%
Number of salaries quoted 68301 74267 75301
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,000
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 26 August 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 August 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 +57 15 £57,500 -7.25% 3
East of England +29 5 £40,000 -
South East +19 4 £56,250 -9.27%
North West - 3 £39,000 -
Logistic Regression
UK

Logistic Regression
Top 30 Related IT Skills in England

For the 6 months to 26 August 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 42 (65.63%) Analytics
2 36 (56.25%) R
3 34 (53.13%) SQL
4 33 (51.56%) Machine Learning
4 33 (51.56%) Hadoop
4 33 (51.56%) Algorithms
5 32 (50.00%) Statistics
5 32 (50.00%) Data Mining
6 30 (46.88%) Python
7 28 (43.75%) Analytical Skills
8 26 (40.63%) Neural Network
8 26 (40.63%) Statistical Modelling
9 25 (39.06%) Apache Hive
10 22 (34.38%) PhD
11 21 (32.81%) Java
11 21 (32.81%) Mathematics
12 20 (31.25%) Predictive Modelling
12 20 (31.25%) CHAID
12 20 (31.25%) Propensity Modelling
13 18 (28.13%) Relational Database
13 18 (28.13%) Data Analysis
13 18 (28.13%) Computer Science
14 17 (26.56%) Big Data
15 16 (25.00%) Cluster Analysis
15 16 (25.00%) SAS
15 16 (25.00%) Apache Spark
16 15 (23.44%) SPSS
16 15 (23.44%) Finance
17 14 (21.88%) Business Intelligence
17 14 (21.88%) Marketing

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 16 (25.00%) Apache Spark
1 16 (25.00%) SAS
2 8 (12.50%) Apache Pig
3 6 (9.38%) Apache
4 2 (3.13%) Elasticsearch
Applications
1 15 (23.44%) SPSS
2 4 (6.25%) MS Excel
2 4 (6.25%) MS PowerPoint
3 3 (4.69%) Stata
4 2 (3.13%) CPLEX
Business Applications
1 5 (7.81%) SAP Oil and Gas
Cloud Services
1 5 (7.81%) Google Analytics
Database & Business Intelligence
1 33 (51.56%) Hadoop
2 32 (50.00%) Data Mining
3 25 (39.06%) Apache Hive
4 18 (28.13%) Relational Database
5 17 (26.56%) Big Data
6 12 (18.75%) Text Mining
7 7 (10.94%) Base SAS
8 6 (9.38%) MySQL
8 6 (9.38%) RDBMS
9 4 (6.25%) HBase
9 4 (6.25%) NoSQL
9 4 (6.25%) PostgreSQL
10 3 (4.69%) Flink
11 2 (3.13%) Apache Cassandra
11 2 (3.13%) CouchDB
11 2 (3.13%) MongoDB
11 2 (3.13%) Neo4j
12 1 (1.56%) KNIME
12 1 (1.56%) SAS Enterprise Miner
12 1 (1.56%) SQL Server
General
1 15 (23.44%) Finance
2 14 (21.88%) Marketing
3 3 (4.69%) Retail
4 2 (3.13%) Banking
4 2 (3.13%) Multimedia
5 1 (1.56%) Financial Institution
5 1 (1.56%) Pharmaceutical
5 1 (1.56%) Retail Banking
Job Titles
1 33 (51.56%) Data Scientist
2 13 (20.31%) Analyst
3 9 (14.06%) Insight Analyst
4 7 (10.94%) Data Manager
5 4 (6.25%) Senior Data Scientist
5 4 (6.25%) Web Analyst
6 3 (4.69%) Consultant
6 3 (4.69%) Data Consultant
6 3 (4.69%) Machine Learning Engineer
6 3 (4.69%) SAS Analyst
6 3 (4.69%) SAS Insight Analyst
6 3 (4.69%) SAS Modeller
6 3 (4.69%) Statistician
7 2 (3.13%) IT Consultant
7 2 (3.13%) Machine Learning Scientist
7 2 (3.13%) SEO Analyst
7 2 (3.13%) Web Analytics Analyst
8 1 (1.56%) Business Intelligence Lead
8 1 (1.56%) Data Engineer
8 1 (1.56%) Digital Analyst
Libraries, Frameworks & Software Standards
1 14 (21.88%) Natural Language Processing
2 6 (9.38%) Cascading
2 6 (9.38%) Kafka
3 2 (3.13%) NumPy
3 2 (3.13%) Pandas
3 2 (3.13%) SciPy
4 1 (1.56%) MLlib
Miscellaneous
1 33 (51.56%) Algorithms
2 32 (50.00%) Statistics
3 28 (43.75%) Analytical Skills
4 26 (40.63%) Neural Network
5 21 (32.81%) Mathematics
6 18 (28.13%) Computer Science
7 13 (20.31%) Physics
8 10 (15.63%) Artificial Intelligence
9 6 (9.38%) Data Structures
10 5 (7.81%) Visualisation
11 4 (6.25%) Credit Risk
11 4 (6.25%) Social Media
12 2 (3.13%) Applied Mathematics
12 2 (3.13%) Chemistry
12 2 (3.13%) Digital Media
12 2 (3.13%) Economics
12 2 (3.13%) Informatics
12 2 (3.13%) Psychology
13 1 (1.56%) Social Network
Operating Systems
1 7 (10.94%) Unix
2 6 (9.38%) Linux
Processes & Methodologies
1 42 (65.63%) Analytics
2 33 (51.56%) Machine Learning
3 26 (40.63%) Statistical Modelling
4 20 (31.25%) CHAID
4 20 (31.25%) Predictive Modelling
4 20 (31.25%) Propensity Modelling
5 18 (28.13%) Data Analysis
6 16 (25.00%) Cluster Analysis
7 14 (21.88%) Business Intelligence
7 14 (21.88%) Random Forest
8 10 (15.63%) Customer Insight
8 10 (15.63%) Predictive Analytics
9 9 (14.06%) Actionable Insight
10 8 (12.50%) Agile Software Development
10 8 (12.50%) Data Modelling
10 8 (12.50%) Linear Regression
10 8 (12.50%) Open Source
11 7 (10.94%) Customer Segmentation
11 7 (10.94%) Data Analytics
11 7 (10.94%) MapReduce
Programming Languages
1 36 (56.25%) R
2 34 (53.13%) SQL
3 30 (46.88%) Python
4 21 (32.81%) Java
5 11 (17.19%) Scala
6 8 (12.50%) C++
7 7 (10.94%) MATLAB
7 7 (10.94%) Shell Script
8 6 (9.38%) Perl
8 6 (9.38%) SAS Macro
9 5 (7.81%) C
10 4 (6.25%) VB
10 4 (6.25%) VBA
11 3 (4.69%) Julia
12 2 (3.13%) Clojure
12 2 (3.13%) Ruby
13 1 (1.56%) C#
13 1 (1.56%) Go
Qualifications
1 22 (34.38%) PhD
2 12 (18.75%) Degree
3 3 (4.69%) Postgraduate
Quality Assurance & Compliance
1 3 (4.69%) QA
System Software
1 3 (4.69%) Docker
2 2 (3.13%) HDFS
Vendors
1 6 (9.38%) SAP
2 5 (7.81%) Google
3 4 (6.25%) Facebook
3 4 (6.25%) IBM
3 4 (6.25%) Tealeaf
3 4 (6.25%) Twitter
4 2 (3.13%) Oracle
5 1 (1.56%) Microsoft
5 1 (1.56%) RapidMiner
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £45000 per annum + Benefits package
Posted: Yesterday
South West London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 3 days ago
London
Client Server
Salary: £90,000 - £120,000+ per year
Posted: 11 days ago