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

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Logistic Regression
Rank 900 927 927
Rank change year-on-year
+27 0
Permanent jobs citing Logistic Regression 32 51 62
As % of all permanent IT jobs located in the UK 0.033% 0.046% 0.052%
As % of the Processes & Methodologies category 0.037% 0.053% 0.061%
Number of salaries quoted 24 40 54
Median salary £52,500 £45,000 £49,000
Median salary % change year-on-year
+16.66% -8.16%
90% offered a salary of more than £37,500 £36,100 £35,000
10% offered a salary of more than £75,000 £75,000 £80,000
UK excluding London median salary £52,500 £36,500 £35,000
% change year-on-year
+43.83% +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
86175 96499 101637
As % of all permanent IT jobs located in the UK 87.87% 86.85% 85.48%
Number of salaries quoted 72066 78843 82351
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,000 £31,500
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 29 June 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 29 June 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 +30 32 £52,500 +16.66% 3
London -1 17 £52,500 +5.00% 2
South East +32 9 £52,500 +43.83%
Staines - 6 £65,000 -
Surrey - 6 £65,000 -
City of London +52 3 £59,500 +83.07%
Berkshire +20 3 £52,500 -38.23%
North West - 3 £40,000 - 1
Maidenhead - 3 £52,500 -
Manchester - 2 £42,500 - 1
Oldham - 2 £42,500 -
East of England - 2 £35,000 -
Norfolk - 1 £35,000 -
Cambridgeshire - 1 - -
Peterborough - 1 - -
Norwich - 1 £35,000 -
Bromley - 1 - -

Logistic Regression
Top 30 Related IT Skills

For the 6 months to 29 June 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 34 (50.75%) Analytics
2 32 (47.76%) R
2 32 (47.76%) Machine Learning
2 32 (47.76%) SQL
3 31 (46.27%) Algorithms
4 30 (44.78%) Python
4 30 (44.78%) Statistics
5 29 (43.28%) Data Mining
5 29 (43.28%) SAS
6 26 (38.81%) Hadoop
6 26 (38.81%) Analytical Skills
7 25 (37.31%) Statistical Modelling
8 22 (32.84%) Apache Hive
9 20 (29.85%) SPSS
9 20 (29.85%) CHAID
9 20 (29.85%) PhD
9 20 (29.85%) Propensity Modelling
10 17 (25.37%) Relational Database
10 17 (25.37%) Java
11 16 (23.88%) Neural Network
12 15 (22.39%) Marketing
12 15 (22.39%) Predictive Modelling
12 15 (22.39%) Finance
12 15 (22.39%) Apache Spark
13 14 (20.90%) Data Analysis
13 14 (20.90%) Mathematics
14 13 (19.40%) Computer Science
14 13 (19.40%) Big Data
14 13 (19.40%) Natural Language Processing
15 12 (17.91%) Cluster Analysis

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 29 (43.28%) SAS
2 15 (22.39%) Apache Spark
3 6 (8.96%) Apache
3 6 (8.96%) Apache Pig
4 2 (2.99%) Elasticsearch
Applications
1 20 (29.85%) SPSS
2 1 (1.49%) MS Excel
2 1 (1.49%) MS PowerPoint
Business Applications
1 5 (7.46%) SAP Oil and Gas
Cloud Services
1 2 (2.99%) Google Analytics
Communications & Networking
1 3 (4.48%) Broadband
Database & Business Intelligence
1 29 (43.28%) Data Mining
2 26 (38.81%) Hadoop
3 22 (32.84%) Apache Hive
4 17 (25.37%) Relational Database
5 13 (19.40%) Big Data
6 12 (17.91%) Base SAS
7 10 (14.93%) Text Mining
8 7 (10.45%) MySQL
9 6 (8.96%) RDBMS
10 3 (4.48%) Apache Cassandra
10 3 (4.48%) HBase
10 3 (4.48%) NoSQL
11 2 (2.99%) CouchDB
11 2 (2.99%) Flink
11 2 (2.99%) MongoDB
11 2 (2.99%) PostgreSQL
11 2 (2.99%) SQL Server
12 1 (1.49%) SAS Enterprise Miner
General
1 15 (22.39%) Finance
1 15 (22.39%) Marketing
2 5 (7.46%) Telecoms
3 4 (5.97%) Banking
4 2 (2.99%) Pharmaceutical
5 1 (1.49%) Financial Institution
5 1 (1.49%) Retail
5 1 (1.49%) Retail Banking
Job Titles
1 30 (44.78%) Data Scientist
2 21 (31.34%) Analyst
3 10 (14.93%) Insight Analyst
4 7 (10.45%) SAS Analyst
5 6 (8.96%) Senior Analyst
6 5 (7.46%) Credit Analyst
6 5 (7.46%) Credit Risk Analyst
6 5 (7.46%) Data Manager
6 5 (7.46%) Risk Analyst
7 4 (5.97%) Data Analyst
7 4 (5.97%) SAS Insight Analyst
7 4 (5.97%) SAS Modeller
7 4 (5.97%) Senior SAS Analyst
8 3 (4.48%) Machine Learning Engineer
8 3 (4.48%) Machine Learning Scientist
8 3 (4.48%) Senior Data Scientist
9 2 (2.99%) Business Intelligence Lead
9 2 (2.99%) SAS Credit Risk Analyst
9 2 (2.99%) SAS Risk Analyst
9 2 (2.99%) Senior Risk Analyst
Libraries, Frameworks & Software Standards
1 13 (19.40%) Natural Language Processing
2 6 (8.96%) Cascading
2 6 (8.96%) Kafka
3 3 (4.48%) MLlib
4 2 (2.99%) NumPy
4 2 (2.99%) Pandas
4 2 (2.99%) SciPy
Miscellaneous
1 31 (46.27%) Algorithms
2 30 (44.78%) Statistics
3 26 (38.81%) Analytical Skills
4 16 (23.88%) Neural Network
5 14 (20.90%) Mathematics
6 13 (19.40%) Computer Science
7 10 (14.93%) Credit Risk
8 8 (11.94%) Artificial Intelligence
8 8 (11.94%) Physics
9 6 (8.96%) Data Structures
10 2 (2.99%) Visualisation
11 1 (1.49%) Social Media
11 1 (1.49%) Social Network
11 1 (1.49%) User Experience
Operating Systems
1 7 (10.45%) Unix
2 6 (8.96%) Linux
Processes & Methodologies
1 34 (50.75%) Analytics
2 32 (47.76%) Machine Learning
3 25 (37.31%) Statistical Modelling
4 20 (29.85%) CHAID
4 20 (29.85%) Propensity Modelling
5 15 (22.39%) Predictive Modelling
6 14 (20.90%) Data Analysis
7 12 (17.91%) Cluster Analysis
8 11 (16.42%) Business Intelligence
9 10 (14.93%) Customer Insight
10 9 (13.43%) Customer Segmentation
11 8 (11.94%) Predictive Analytics
12 7 (10.45%) Data Analytics
12 7 (10.45%) MapReduce
12 7 (10.45%) Open Source
13 6 (8.96%) Kalman Filter
13 6 (8.96%) Open Source Development
13 6 (8.96%) Parallel Computing
14 5 (7.46%) Business Development
14 5 (7.46%) Operations Research
Programming Languages
1 32 (47.76%) R
1 32 (47.76%) SQL
2 30 (44.78%) Python
3 17 (25.37%) Java
4 10 (14.93%) SAS Macro
4 10 (14.93%) Scala
5 8 (11.94%) MATLAB
6 7 (10.45%) Shell Script
7 6 (8.96%) Perl
8 4 (5.97%) C
8 4 (5.97%) C++
9 2 (2.99%) Julia
10 1 (1.49%) PHP
10 1 (1.49%) VB
10 1 (1.49%) VBA
Qualifications
1 20 (29.85%) PhD
2 5 (7.46%) Degree
3 1 (1.49%) Postgraduate
Quality Assurance & Compliance
1 2 (2.99%) Basel II
System Software
1 2 (2.99%) Docker
Vendors
1 6 (8.96%) SAP
2 2 (2.99%) Capita
2 2 (2.99%) Google
2 2 (2.99%) Microsoft
2 2 (2.99%) Oracle
3 1 (1.49%) Facebook
3 1 (1.49%) IBM
3 1 (1.49%) Tealeaf
3 1 (1.49%) Twitter
London
Careerwise UK Limited
Salary: £40000 - £65000 per annum + package
Posted: 2 hours ago
London
Arrows Group
Salary: £0.00 - £55000 per annum
Posted: 6 hours ago
Manchester
Robert Walters UK
Salary: £33000 - £45000 per annum
Posted: 16 days ago