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

3 months to
25 May 2016
Same period 2015 Same period 2014
Logistic Regression
Rank 890 904 949
Rank change year-on-year
+14 +45
Permanent jobs citing Logistic Regression 36 54 56
As % of all permanent IT jobs located in the UK 0.036% 0.051% 0.048%
As % of the Processes & Methodologies category 0.042% 0.058% 0.056%
Number of salaries quoted 30 47 48
Median salary £55,000 £45,000 £40,000
Median salary % change year-on-year
+22.22% +12.50%
90% offered a salary of more than £37,500 £36,500 £35,000
10% offered a salary of more than £78,000 £75,000 £85,000
UK excluding London median salary £52,500 £36,500 £40,000
% change year-on-year
+43.83% -8.75%

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
86678 92333 100261
As % of all permanent IT jobs located in the UK 87.87% 86.39% 85.34%
Number of salaries quoted 72146 75008 81488
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £75,000 £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 25 May 2016 within the UK.

Logistic Regression Salary Histogram in the UK

Logistic Regression
Top 13 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 25 May 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 +6 36 £55,000 +22.22% 4
London -16 24 £60,000 +20.00% 1
South East +14 8 £52,500 +43.83%
Staines - 6 £65,000 -
Surrey - 6 £65,000 -
City of London +40 3 £59,500 +64.13%
Berkshire +13 2 £52,500 -38.23%
Maidenhead - 2 £52,500 -
North West - 2 £42,500 - 2
Yorkshire - 1 £38,500 -
Oldham - 1 £45,000 - 2
West Yorkshire - 1 £38,500 -
Manchester - 1 £45,000 - 2

Logistic Regression
Top 30 Related IT Skills

For the 6 months to 25 May 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 36 (52.94%) SQL
2 35 (51.47%) SAS
3 34 (50.00%) Analytics
4 33 (48.53%) Data Mining
5 32 (47.06%) Statistics
6 31 (45.59%) R
7 30 (44.12%) Machine Learning
8 28 (41.18%) Algorithms
9 26 (38.24%) Analytical Skills
10 25 (36.76%) Statistical Modelling
10 25 (36.76%) Hadoop
10 25 (36.76%) Python
11 21 (30.88%) SPSS
11 21 (30.88%) Apache Hive
12 20 (29.41%) CHAID
13 19 (27.94%) Relational Database
14 17 (25.00%) Propensity Modelling
15 16 (23.53%) Data Analysis
15 16 (23.53%) Finance
16 15 (22.06%) PhD
16 15 (22.06%) Base SAS
17 14 (20.59%) Credit Risk
17 14 (20.59%) Neural Network
17 14 (20.59%) Apache Spark
18 13 (19.12%) Big Data
19 12 (17.65%) Natural Language Processing
19 12 (17.65%) Cluster Analysis
19 12 (17.65%) Marketing
19 12 (17.65%) Text Mining
19 12 (17.65%) Java

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 35 (51.47%) SAS
2 14 (20.59%) Apache Spark
3 6 (8.82%) Apache
3 6 (8.82%) Apache Pig
4 2 (2.94%) Elasticsearch
Applications
1 21 (30.88%) SPSS
Business Applications
1 5 (7.35%) SAP Oil and Gas
Cloud Services
1 1 (1.47%) Microsoft Azure
Communications & Networking
1 4 (5.88%) Broadband
Database & Business Intelligence
1 33 (48.53%) Data Mining
2 25 (36.76%) Hadoop
3 21 (30.88%) Apache Hive
4 19 (27.94%) Relational Database
5 15 (22.06%) Base SAS
6 13 (19.12%) Big Data
7 12 (17.65%) Text Mining
8 8 (11.76%) MySQL
9 6 (8.82%) RDBMS
10 3 (4.41%) Apache Cassandra
10 3 (4.41%) NoSQL
11 2 (2.94%) CouchDB
11 2 (2.94%) Flink
11 2 (2.94%) HBase
11 2 (2.94%) MongoDB
11 2 (2.94%) PostgreSQL
11 2 (2.94%) SQL Server
12 1 (1.47%) SAS Enterprise Miner
General
1 16 (23.53%) Finance
2 12 (17.65%) Marketing
3 8 (11.76%) Telecoms
4 3 (4.41%) Banking
5 2 (2.94%) Pharmaceutical
5 2 (2.94%) Retail
6 1 (1.47%) Financial Institution
6 1 (1.47%) Retail Banking
Job Titles
1 30 (44.12%) Data Scientist
2 21 (30.88%) Analyst
3 9 (13.24%) Insight Analyst
4 8 (11.76%) SAS Analyst
5 7 (10.29%) Credit Analyst
5 7 (10.29%) Credit Risk Analyst
5 7 (10.29%) Risk Analyst
5 7 (10.29%) Senior Analyst
6 5 (7.35%) Senior SAS Analyst
7 4 (5.88%) Data Analyst
7 4 (5.88%) SAS Insight Analyst
7 4 (5.88%) SAS Modeller
7 4 (5.88%) Senior Data Scientist
7 4 (5.88%) Team Leader
8 3 (4.41%) Data Manager
8 3 (4.41%) Machine Learning Engineer
8 3 (4.41%) Machine Learning Scientist
8 3 (4.41%) SAS Credit Risk Analyst
8 3 (4.41%) SAS Risk Analyst
8 3 (4.41%) Senior Credit Risk Analyst
Libraries, Frameworks & Software Standards
1 12 (17.65%) Natural Language Processing
2 6 (8.82%) Cascading
2 6 (8.82%) Kafka
3 2 (2.94%) MLlib
3 2 (2.94%) NumPy
3 2 (2.94%) Pandas
3 2 (2.94%) SciPy
Miscellaneous
1 32 (47.06%) Statistics
2 28 (41.18%) Algorithms
3 26 (38.24%) Analytical Skills
4 14 (20.59%) Credit Risk
4 14 (20.59%) Neural Network
5 9 (13.24%) Mathematics
6 8 (11.76%) Artificial Intelligence
6 8 (11.76%) Computer Science
7 6 (8.82%) Data Structures
8 4 (5.88%) Physics
9 2 (2.94%) Visualisation
10 1 (1.47%) Social Network
10 1 (1.47%) User Experience
Operating Systems
1 6 (8.82%) Linux
1 6 (8.82%) Unix
Processes & Methodologies
1 34 (50.00%) Analytics
2 30 (44.12%) Machine Learning
3 25 (36.76%) Statistical Modelling
4 20 (29.41%) CHAID
5 17 (25.00%) Propensity Modelling
6 16 (23.53%) Data Analysis
7 12 (17.65%) Cluster Analysis
8 10 (14.71%) Business Intelligence
8 10 (14.71%) Predictive Modelling
9 9 (13.24%) Customer Insight
9 9 (13.24%) Customer Segmentation
10 8 (11.76%) Predictive Analytics
11 7 (10.29%) Data Analytics
11 7 (10.29%) MapReduce
11 7 (10.29%) Open Source
11 7 (10.29%) Operations Research
11 7 (10.29%) Risk Analysis
12 6 (8.82%) Data Modelling
12 6 (8.82%) Open Source Development
12 6 (8.82%) Parallel Computing
Programming Languages
1 36 (52.94%) SQL
2 31 (45.59%) R
3 25 (36.76%) Python
4 12 (17.65%) Java
5 11 (16.18%) SAS Macro
6 8 (11.76%) MATLAB
7 6 (8.82%) Perl
7 6 (8.82%) Scala
7 6 (8.82%) Shell Script
8 3 (4.41%) C
8 3 (4.41%) C++
9 2 (2.94%) Julia
10 1 (1.47%) PHP
Qualifications
1 15 (22.06%) PhD
2 2 (2.94%) Degree
Quality Assurance & Compliance
1 3 (4.41%) Basel II
System Software
1 2 (2.94%) Docker
Vendors
1 6 (8.82%) SAP
2 3 (4.41%) Microsoft
3 2 (2.94%) Capita
3 2 (2.94%) Oracle
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