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

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Logistic Regression
Rank 903 919 913
Rank change year-on-year
+16 -6
Permanent jobs citing Logistic Regression 30 40 69
As % of all permanent IT jobs located in the UK 0.031% 0.036% 0.059%
As % of the Processes & Methodologies category 0.035% 0.042% 0.069%
Number of salaries quoted 23 29 57
Median salary £52,500 £40,000 £63,500
Median salary % change year-on-year
+31.25% -37.00%
90% offered a salary of more than £39,000 £32,500 £36,500
10% offered a salary of more than £69,000 £75,000 £80,000
UK excluding London median salary £48,750 £36,500 £35,000
% change year-on-year
+33.56% +4.28%

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
86119 96327 99378
As % of all permanent IT jobs located in the UK 87.81% 87.21% 85.46%
Number of salaries quoted 71888 78728 80195
Median salary £50,000 £50,000 £48,250
Median salary % change year-on-year
- +3.62%
90% offered a salary of more than £32,500 £32,000 £31,000
10% offered a salary of more than £77,500 £72,500 £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

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 23 July 2016 within the UK.

Logistic Regression Salary Histogram in the UK

Logistic Regression
Top 17 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 23 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
England +38 30 £52,500 +31.25% 2
London +27 12 £52,500 +5.00% 2
South East +25 9 £52,500 +43.83%
Staines - 5 £65,000 -
Manchester - 5 £39,000 -
Surrey - 5 £65,000 -
North West - 5 £39,000 -
Berkshire - 4 £52,500 -
Maidenhead - 4 £52,500 -
East of England +23 3 £35,000 -
City of London +69 2 £59,500 +83.07%
Oldham - 2 £42,500 -
Peterborough - 2 - -
Cambridgeshire - 2 - -
Norfolk - 1 £35,000 -
Bromley - 1 - -
Norwich - 1 £35,000 -

Logistic Regression
Top 30 Related IT Skills

For the 6 months to 23 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 with a requirement for Logistic Regression.

1 37 (56.06%) R
1 37 (56.06%) Analytics
2 33 (50.00%) SQL
3 32 (48.48%) Machine Learning
4 31 (46.97%) Data Mining
4 31 (46.97%) Algorithms
5 30 (45.45%) Python
5 30 (45.45%) Statistics
5 30 (45.45%) Hadoop
6 28 (42.42%) Analytical Skills
7 26 (39.39%) Statistical Modelling
7 26 (39.39%) Apache Hive
8 22 (33.33%) SAS
8 22 (33.33%) CHAID
8 22 (33.33%) Propensity Modelling
9 20 (30.30%) PhD
10 19 (28.79%) Java
10 19 (28.79%) Neural Network
11 18 (27.27%) SPSS
11 18 (27.27%) Predictive Modelling
11 18 (27.27%) Relational Database
12 16 (24.24%) Data Analysis
12 16 (24.24%) Marketing
12 16 (24.24%) Mathematics
12 16 (24.24%) Computer Science
13 15 (22.73%) Big Data
13 15 (22.73%) Finance
14 14 (21.21%) Cluster Analysis
14 14 (21.21%) Apache Spark
15 12 (18.18%) Scala

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 22 (33.33%) SAS
2 14 (21.21%) Apache Spark
3 6 (9.09%) Apache
3 6 (9.09%) Apache Pig
4 2 (3.03%) Elasticsearch
Applications
1 18 (27.27%) SPSS
2 3 (4.55%) Stata
3 2 (3.03%) MS Excel
3 2 (3.03%) MS PowerPoint
Business Applications
1 5 (7.58%) SAP Oil and Gas
Cloud Services
1 3 (4.55%) Google Analytics
Communications & Networking
1 1 (1.52%) Broadband
Database & Business Intelligence
1 31 (46.97%) Data Mining
2 30 (45.45%) Hadoop
3 26 (39.39%) Apache Hive
4 18 (27.27%) Relational Database
5 15 (22.73%) Big Data
6 12 (18.18%) Text Mining
7 9 (13.64%) Base SAS
8 6 (9.09%) MySQL
8 6 (9.09%) RDBMS
9 4 (6.06%) HBase
10 3 (4.55%) Apache Cassandra
10 3 (4.55%) Flink
11 2 (3.03%) CouchDB
11 2 (3.03%) MongoDB
11 2 (3.03%) NoSQL
11 2 (3.03%) PostgreSQL
11 2 (3.03%) SQL Server
12 1 (1.52%) KNIME
12 1 (1.52%) SAS Enterprise Miner
General
1 16 (24.24%) Marketing
2 15 (22.73%) Finance
3 3 (4.55%) Banking
4 2 (3.03%) Pharmaceutical
4 2 (3.03%) Telecoms
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 17 (25.76%) Analyst
3 11 (16.67%) Insight Analyst
4 7 (10.61%) Data Manager
5 5 (7.58%) SAS Analyst
6 4 (6.06%) SAS Insight Analyst
6 4 (6.06%) SAS Modeller
7 3 (4.55%) Machine Learning Engineer
7 3 (4.55%) Machine Learning Scientist
7 3 (4.55%) Senior Analyst
7 3 (4.55%) Senior Data Scientist
7 3 (4.55%) Statistician
8 2 (3.03%) Business Intelligence Analyst
8 2 (3.03%) Consultant
8 2 (3.03%) Credit Analyst
8 2 (3.03%) Credit Risk Analyst
8 2 (3.03%) Risk Analyst
8 2 (3.03%) Senior Insight Analyst
8 2 (3.03%) Senior SAS Analyst
8 2 (3.03%) Web Analyst
Libraries, Frameworks & Software Standards
1 12 (18.18%) Natural Language Processing
2 6 (9.09%) Cascading
2 6 (9.09%) Kafka
3 2 (3.03%) MLlib
3 2 (3.03%) NumPy
3 2 (3.03%) Pandas
3 2 (3.03%) SciPy
Miscellaneous
1 31 (46.97%) Algorithms
2 30 (45.45%) Statistics
3 28 (42.42%) Analytical Skills
4 19 (28.79%) Neural Network
5 16 (24.24%) Computer Science
5 16 (24.24%) Mathematics
6 11 (16.67%) Physics
7 8 (12.12%) Artificial Intelligence
8 7 (10.61%) Credit Risk
9 6 (9.09%) Data Structures
10 2 (3.03%) Social Media
11 1 (1.52%) Social Network
11 1 (1.52%) Visualisation
Operating Systems
1 7 (10.61%) Unix
2 6 (9.09%) Linux
Processes & Methodologies
1 37 (56.06%) Analytics
2 32 (48.48%) Machine Learning
3 26 (39.39%) Statistical Modelling
4 22 (33.33%) CHAID
4 22 (33.33%) Propensity Modelling
5 18 (27.27%) Predictive Modelling
6 16 (24.24%) Data Analysis
7 14 (21.21%) Cluster Analysis
8 12 (18.18%) Business Intelligence
9 11 (16.67%) Customer Insight
10 9 (13.64%) Customer Segmentation
10 9 (13.64%) Predictive Analytics
11 8 (12.12%) Open Source
12 7 (10.61%) Actionable Insight
12 7 (10.61%) Data Analytics
12 7 (10.61%) Data Modelling
12 7 (10.61%) MapReduce
13 6 (9.09%) Kalman Filter
13 6 (9.09%) Linear Regression
13 6 (9.09%) Open Source Development
Programming Languages
1 37 (56.06%) R
2 33 (50.00%) SQL
3 30 (45.45%) Python
4 19 (28.79%) Java
5 12 (18.18%) Scala
6 8 (12.12%) MATLAB
6 8 (12.12%) SAS Macro
7 7 (10.61%) Shell Script
8 6 (9.09%) Perl
9 5 (7.58%) C
9 5 (7.58%) C++
10 3 (4.55%) Julia
11 2 (3.03%) VB
11 2 (3.03%) VBA
12 1 (1.52%) PHP
Qualifications
1 20 (30.30%) PhD
2 8 (12.12%) Degree
3 1 (1.52%) Postgraduate
Quality Assurance & Compliance
1 3 (4.55%) QA
System Software
1 3 (4.55%) Docker
Vendors
1 6 (9.09%) SAP
2 3 (4.55%) Google
3 2 (3.03%) Facebook
3 2 (3.03%) IBM
3 2 (3.03%) Microsoft
3 2 (3.03%) Oracle
3 2 (3.03%) Tealeaf
3 2 (3.03%) Twitter
4 1 (1.52%) RapidMiner
London
Careerwise UK Limited
Salary: £40000 - £65000 per annum + package
Posted: 4 days ago
London
Parallel Consulting
Salary: £45000 - £55000 per annum + bonus, benefits, pension
Posted: 4 days ago