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

3 months to
1 May 2016
Same period 2015 Same period 2014
Logistic Regression
Rank 913 942 939
Rank change year-on-year
+29 -3
Permanent jobs citing Logistic Regression 35 43 55
As % of all permanent IT jobs located in the UK 0.034% 0.038% 0.046%
As % of the Processes & Methodologies category 0.039% 0.045% 0.054%
Number of salaries quoted 29 39 46
Median salary £52,500 £52,500 £40,000
Median salary % change year-on-year
- +31.25%
90% offered a salary of more than £37,500 £37,300 £37,500
10% offered a salary of more than £81,000 £78,000 £85,000
UK excluding London median salary £40,000 £39,000 £40,000
% change year-on-year
+2.56% -2.50%

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
90489 96461 102042
As % of all permanent IT jobs located in the UK 87.62% 85.98% 85.31%
Number of salaries quoted 75205 77953 82278
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 £32,000 £30,500
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 1 May 2016 within the UK.

Logistic Regression Salary Histogram in the UK

Logistic Regression
Top 12 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 1 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 +27 35 £52,500 - 6
London +12 29 £53,750 +2.38% 5
Staines +20 3 £65,000 - 1
South East +6 3 £65,000 +6.99% 1
Surrey -1 3 £65,000 - 1
City of London +62 2 - - 1
Yorkshire +12 1 £38,500 +4.05%
West Yorkshire +9 1 £38,500 +4.05%
Nottinghamshire - 1 - -
Nottingham - 1 - -
East Midlands - 1 - -
North West - 1 £40,000 -

Logistic Regression
Top 30 Related IT Skills

For the 6 months to 1 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 41 (59.42%) Analytics
2 40 (57.97%) SQL
3 39 (56.52%) SAS
4 34 (49.28%) Data Mining
5 32 (46.38%) Analytical Skills
6 31 (44.93%) Statistics
7 29 (42.03%) R
8 27 (39.13%) Machine Learning
9 24 (34.78%) CHAID
10 23 (33.33%) Hadoop
11 22 (31.88%) SPSS
12 20 (28.99%) Statistical Modelling
12 20 (28.99%) Apache Hive
12 20 (28.99%) Algorithms
13 19 (27.54%) Relational Database
13 19 (27.54%) Python
14 18 (26.09%) Finance
15 17 (24.64%) Data Analysis
15 17 (24.64%) Credit Risk
16 16 (23.19%) Marketing
16 16 (23.19%) Text Mining
17 15 (21.74%) Base SAS
18 13 (18.84%) Big Data
18 13 (18.84%) PhD
19 12 (17.39%) Neural Network
19 12 (17.39%) Propensity Modelling
19 12 (17.39%) Cluster Analysis
20 11 (15.94%) SAS Macro
21 10 (14.49%) Customer Insight
21 10 (14.49%) Data Analytics

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 39 (56.52%) SAS
2 10 (14.49%) Apache Spark
3 3 (4.35%) Apache
3 3 (4.35%) Apache Pig
4 2 (2.90%) Elasticsearch
Applications
1 22 (31.88%) SPSS
Business Applications
1 2 (2.90%) SAP Oil and Gas
Cloud Services
1 2 (2.90%) Microsoft Azure
Communications & Networking
1 4 (5.80%) Broadband
Database & Business Intelligence
1 34 (49.28%) Data Mining
2 23 (33.33%) Hadoop
3 20 (28.99%) Apache Hive
4 19 (27.54%) Relational Database
5 16 (23.19%) Text Mining
6 15 (21.74%) Base SAS
7 13 (18.84%) Big Data
8 8 (11.59%) MySQL
9 3 (4.35%) NoSQL
9 3 (4.35%) RDBMS
9 3 (4.35%) SQL Server
10 2 (2.90%) Apache Cassandra
10 2 (2.90%) CouchDB
10 2 (2.90%) Flink
10 2 (2.90%) MongoDB
10 2 (2.90%) PostgreSQL
11 1 (1.45%) SAS Enterprise Miner
General
1 18 (26.09%) Finance
2 16 (23.19%) Marketing
3 8 (11.59%) Telecoms
4 3 (4.35%) Banking
4 3 (4.35%) Pharmaceutical
5 2 (2.90%) Retail
6 1 (1.45%) Financial Institution
6 1 (1.45%) Retail Banking
Job Titles
1 29 (42.03%) Data Scientist
2 22 (31.88%) Analyst
3 10 (14.49%) Insight Analyst
4 8 (11.59%) SAS Analyst
5 7 (10.14%) Credit Analyst
5 7 (10.14%) Credit Risk Analyst
5 7 (10.14%) Risk Analyst
5 7 (10.14%) Senior Analyst
5 7 (10.14%) Senior Data Scientist
6 5 (7.25%) Senior SAS Analyst
7 4 (5.80%) Analytics Manager
7 4 (5.80%) Data Analyst
7 4 (5.80%) Data Manager
7 4 (5.80%) Machine Learning Scientist
7 4 (5.80%) SAS Insight Analyst
7 4 (5.80%) SAS Modeller
7 4 (5.80%) Team Leader
8 3 (4.35%) Machine Learning Engineer
8 3 (4.35%) SAS Credit Risk Analyst
8 3 (4.35%) SAS Risk Analyst
Libraries, Frameworks & Software Standards
1 8 (11.59%) Natural Language Processing
2 3 (4.35%) Cascading
2 3 (4.35%) Kafka
3 2 (2.90%) MLlib
3 2 (2.90%) NumPy
3 2 (2.90%) Pandas
3 2 (2.90%) SciPy
Miscellaneous
1 32 (46.38%) Analytical Skills
2 31 (44.93%) Statistics
3 20 (28.99%) Algorithms
4 17 (24.64%) Credit Risk
5 12 (17.39%) Neural Network
6 7 (10.14%) Mathematics
7 6 (8.70%) Computer Science
8 5 (7.25%) Artificial Intelligence
9 3 (4.35%) Data Structures
10 2 (2.90%) FMCG
10 2 (2.90%) Physics
11 1 (1.45%) User Experience
11 1 (1.45%) Visualisation
Operating Systems
1 3 (4.35%) Linux
1 3 (4.35%) Unix
Processes & Methodologies
1 41 (59.42%) Analytics
2 27 (39.13%) Machine Learning
3 24 (34.78%) CHAID
4 20 (28.99%) Statistical Modelling
5 17 (24.64%) Data Analysis
6 12 (17.39%) Cluster Analysis
6 12 (17.39%) Propensity Modelling
7 10 (14.49%) Business Intelligence
7 10 (14.49%) Customer Insight
7 10 (14.49%) Data Analytics
7 10 (14.49%) Data Modelling
8 9 (13.04%) Customer Segmentation
9 8 (11.59%) Agile Software Development
9 8 (11.59%) Conjoint Analysis
9 8 (11.59%) Predictive Analytics
10 7 (10.14%) Operations Research
10 7 (10.14%) Predictive Modelling
10 7 (10.14%) Quantitative Analysis
10 7 (10.14%) Risk Analysis
11 4 (5.80%) Business Analytics
Programming Languages
1 40 (57.97%) SQL
2 29 (42.03%) R
3 19 (27.54%) Python
4 11 (15.94%) SAS Macro
5 10 (14.49%) MATLAB
6 7 (10.14%) Java
7 4 (5.80%) Scala
8 3 (4.35%) Perl
8 3 (4.35%) Shell Script
8 3 (4.35%) VBA
9 2 (2.90%) C
9 2 (2.90%) C++
9 2 (2.90%) Julia
10 1 (1.45%) PHP
Qualifications
1 13 (18.84%) PhD
2 2 (2.90%) Degree
Quality Assurance & Compliance
1 3 (4.35%) Basel II
System Software
1 2 (2.90%) Docker
Vendors
1 5 (7.25%) Microsoft
1 5 (7.25%) Oracle
2 3 (4.35%) SAP
3 2 (2.90%) Capita
City, London
Careerwise UK Limited
Salary: £38000 - £60000 per annum
Posted: 2 days ago
London
Capita plc
Salary: £30000 - £40000 per annum + Benefits
Posted: 11 days ago
Staines
Centrica
Salary: Competitive
Posted: 20 days ago