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

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Logistic Regression
Rank 863 957 939
Rank change year-on-year
+94 -18
Permanent jobs citing Logistic Regression 13 28 36
As % of all permanent IT jobs located in the UK 0.014% 0.026% 0.032%
As % of the Processes & Methodologies category 0.016% 0.030% 0.037%
Number of salaries quoted 9 23 34
Median salary £60,000 £65,000 £58,750
Median salary % change year-on-year
-7.69% +10.63%
90% offered a salary of more than £35,000 £37,500 £37,950
10% offered a salary of more than £67,500 £79,500 £76,750
UK excluding London median salary £40,000 £37,500 £58,750
% change year-on-year
+6.66% -36.17%

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
79346 93895 96993
As % of all permanent IT jobs located in the UK 88.09% 87.52% 85.72%
Number of salaries quoted 65361 77586 79710
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 £32,500 £31,028
10% offered a salary of more than £77,500 £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

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 7 December 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 7 December 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 +79 11 £40,000 -38.46% 5
London +45 4 £67,500 +3.84% 1
Cambridgeshire - 3 £40,000 -
Manchester - 3 £35,000 -
Peterborough - 3 £40,000 -
North West - 3 £35,000 - 1
East of England - 3 £40,000 -
Cardiff - 2 £60,000 -
South Wales - 2 £60,000 -
Wales - 2 £60,000 -
Yorkshire - 1 £35,000 - 2
Leeds - 1 £35,000 - 1
West Yorkshire - 1 £35,000 - 2

Logistic Regression
Top 30 Related IT Skills

For the 6 months to 7 December 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 31 (75.61%) Analytics
2 24 (58.54%) Analytical Skills
3 21 (51.22%) Statistics
3 21 (51.22%) SQL
4 20 (48.78%) R
5 18 (43.90%) Hadoop
5 18 (43.90%) Data Analysis
6 17 (41.46%) Neural Network
6 17 (41.46%) Machine Learning
7 16 (39.02%) Statistical Modelling
7 16 (39.02%) Data Mining
8 14 (34.15%) Predictive Modelling
8 14 (34.15%) Mathematics
9 13 (31.71%) PhD
9 13 (31.71%) Java
9 13 (31.71%) Python
9 13 (31.71%) Algorithms
10 12 (29.27%) Business Intelligence
10 12 (29.27%) Degree
11 11 (26.83%) Computer Science
11 11 (26.83%) SAS
11 11 (26.83%) Data Modelling
11 11 (26.83%) Actionable Insight
12 10 (24.39%) Random Forest
12 10 (24.39%) MS PowerPoint
12 10 (24.39%) Physics
12 10 (24.39%) Marketing
12 10 (24.39%) Apache Hive
12 10 (24.39%) Big Data
13 9 (21.95%) Google 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 11 (26.83%) SAS
2 8 (19.51%) Apache Spark
3 2 (4.88%) Apache Pig
4 1 (2.44%) Apache
Applications
1 10 (24.39%) MS PowerPoint
2 9 (21.95%) SPSS
3 8 (19.51%) MS Excel
4 3 (7.32%) Stata
5 2 (4.88%) CPLEX
5 2 (4.88%) MS Visio
Cloud Services
1 9 (21.95%) Google Analytics
Database & Business Intelligence
1 18 (43.90%) Hadoop
2 16 (39.02%) Data Mining
3 10 (24.39%) Apache Hive
3 10 (24.39%) Big Data
4 8 (19.51%) Relational Database
5 6 (14.63%) Text Mining
6 5 (12.20%) Neo4j
7 4 (9.76%) NoSQL
7 4 (9.76%) PostgreSQL
8 3 (7.32%) Data Warehouse
9 2 (4.88%) HBase
10 1 (2.44%) Base SAS
10 1 (2.44%) Flink
10 1 (2.44%) KNIME
10 1 (2.44%) RDBMS
General
1 10 (24.39%) Marketing
2 5 (12.20%) Finance
3 4 (9.76%) Multimedia
4 2 (4.88%) Retail
5 1 (2.44%) Banking
Job Titles
1 17 (41.46%) Data Scientist
2 14 (34.15%) Analyst
3 8 (19.51%) Web Analyst
4 4 (9.76%) Data Manager
4 4 (9.76%) Insight Analyst
4 4 (9.76%) Senior Data Scientist
5 3 (7.32%) Digital Analyst
5 3 (7.32%) SEO Analyst
5 3 (7.32%) Statistician
5 3 (7.32%) Web Analytics Analyst
6 2 (4.88%) Consultant
6 2 (4.88%) Data Analyst
6 2 (4.88%) Data Consultant
6 2 (4.88%) IT Consultant
7 1 (2.44%) Data Engineer
7 1 (2.44%) Graduate
7 1 (2.44%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 7 (17.07%) Natural Language Processing
2 1 (2.44%) Cascading
Miscellaneous
1 24 (58.54%) Analytical Skills
2 21 (51.22%) Statistics
3 17 (41.46%) Neural Network
4 14 (34.15%) Mathematics
5 13 (31.71%) Algorithms
6 11 (26.83%) Computer Science
7 10 (24.39%) Physics
8 8 (19.51%) Social Media
8 8 (19.51%) Visualisation
9 6 (14.63%) Artificial Intelligence
10 3 (7.32%) Economics
11 2 (4.88%) Applied Mathematics
11 2 (4.88%) Chemistry
11 2 (4.88%) Digital Media
11 2 (4.88%) Informatics
11 2 (4.88%) Psychology
12 1 (2.44%) Data Structures
Operating Systems
1 4 (9.76%) Unix
2 3 (7.32%) Linux
Processes & Methodologies
1 31 (75.61%) Analytics
2 18 (43.90%) Data Analysis
3 17 (41.46%) Machine Learning
4 16 (39.02%) Statistical Modelling
5 14 (34.15%) Predictive Modelling
6 12 (29.27%) Business Intelligence
7 11 (26.83%) Actionable Insight
7 11 (26.83%) Data Modelling
8 10 (24.39%) Random Forest
9 8 (19.51%) Agile Software Development
9 8 (19.51%) B2B
9 8 (19.51%) B2C
9 8 (19.51%) Bayesian Methods
9 8 (19.51%) Cluster Analysis
9 8 (19.51%) Customer Insight
9 8 (19.51%) Data Management
9 8 (19.51%) E-Commerce
9 8 (19.51%) Project Management
9 8 (19.51%) Web Analytics
10 7 (17.07%) Linear Regression
Programming Languages
1 21 (51.22%) SQL
2 20 (48.78%) R
3 13 (31.71%) Java
3 13 (31.71%) Python
4 8 (19.51%) VB
4 8 (19.51%) VBA
5 7 (17.07%) C++
6 6 (14.63%) Scala
7 4 (9.76%) MATLAB
8 3 (7.32%) C#
9 2 (4.88%) Clojure
9 2 (4.88%) Perl
9 2 (4.88%) Ruby
10 1 (2.44%) C
10 1 (2.44%) Go
10 1 (2.44%) Julia
10 1 (2.44%) Shell Script
Qualifications
1 13 (31.71%) PhD
2 12 (29.27%) Degree
3 4 (9.76%) Postgraduate
Quality Assurance & Compliance
1 3 (7.32%) QA
System Software
1 4 (9.76%) HDFS
2 1 (2.44%) Docker
Vendors
1 9 (21.95%) Google
2 8 (19.51%) Facebook
2 8 (19.51%) IBM
2 8 (19.51%) Tealeaf
2 8 (19.51%) Twitter
3 1 (2.44%) RapidMiner
3 1 (2.44%) SAP
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