Period
to 25 July 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Logistic Regression skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Logistic Regression over the 6 months to 25 July 2017 with a comparison to the same period in the previous 2 years.

Logistic Regression
UK > England
6 months to
25 Jul 2017
Same period 2016 Same period 2015
Rank 1093 1159 1196
Rank change year-on-year +66 +37 +4
Permanent jobs citing Logistic Regression 57 71 92
As % of all permanent IT jobs advertised in England 0.034% 0.037% 0.044%
As % of the Processes & Methodologies category 0.038% 0.042% 0.050%
Number of salaries quoted 45 57 76
England median annual salary £57,500 £52,500 £42,500
Median salary % change year-on-year +9.52% +23.53% -19.05%
10th Percentile £41,250 £35,000 £33,250
90th Percentile £80,750 £80,000 £78,125
UK median annual salary £57,500 £52,500 £42,500
% change year-on-year +9.52% +23.53% -15.00%

Logistic Regression is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 149964 169349 183741
As % of all permanent IT job vacancies advertised in England 89.76% 88.96% 87.81%
Number of salaries quoted 120876 142617 151026
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £27,750 £27,500
90th Percentile £80,000 £78,750 £76,250
UK median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +5.56%

Logistic Regression
Job Vacancy Trend in England

Job postings citing Logistic Regression as a percentage of all IT jobs advertised in England.

Job vacancy trend for Logistic Regression in England

Logistic Regression
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Logistic Regression in England.

Salary trend for Logistic Regression in England

Logistic Regression
Salary Histogram in England

The salary distribution of IT jobs citing Logistic Regression in England over the 6 months to 25 July 2017.

Salary histogram for Logistic Regression in England

Logistic Regression
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Logistic Regression within the England region over the 6 months to 25 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
North of England +8 27 £57,500 +47.44%
London +14 23 £52,500 - 3
North West -20 22 £60,000 +51.90%
Yorkshire +29 5 £45,000 +16.88%
South East +68 3 £70,000 +33.33% 1
South West - 3 £52,500 -
Midlands +46 1 £47,500 -
East Midlands +18 1 £47,500 -
Logistic Regression
UK

For the 6 months to 25 July 2017, 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 across the England region with a requirement for Logistic Regression.

1 43 (75.44%) Analytics
2 40 (70.18%) SQL
3 33 (57.89%) R
4 30 (52.63%) Python
5 28 (49.12%) Machine Learning
6 24 (42.11%) SAS
6 24 (42.11%) Neural Network
7 22 (38.60%) CHAID
7 22 (38.60%) Analytical Skills
8 21 (36.84%) Mathematics
8 21 (36.84%) Hadoop
9 20 (35.09%) Algorithms
9 20 (35.09%) Statistics
9 20 (35.09%) Degree
10 19 (33.33%) Data Mining
10 19 (33.33%) Big Data
11 18 (31.58%) Apache Hive
11 18 (31.58%) Computer Science
11 18 (31.58%) MATLAB
11 18 (31.58%) PhD
11 18 (31.58%) Decision Tree
12 16 (28.07%) Marketing
13 15 (26.32%) Statistical Modelling
13 15 (26.32%) Data Analytics
13 15 (26.32%) Linear Regression
14 14 (24.56%) Apache Spark
14 14 (24.56%) Cluster Analysis
14 14 (24.56%) Text Mining
15 13 (22.81%) Random Forest
16 9 (15.79%) SPSS

Logistic Regression
Co-occurring IT Skills in England 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 24 (42.11%) SAS
2 14 (24.56%) Apache Spark
3 6 (10.53%) Apache Pig
4 1 (1.75%) Apache
Applications
1 9 (15.79%) SPSS
2 5 (8.77%) Microsoft Excel
3 2 (3.51%) Microsoft Office
3 2 (3.51%) Microsoft PowerPoint
Business Applications
1 1 (1.75%) FastStats
1 1 (1.75%) Oracle Utilities
Cloud Services
1 4 (7.02%) Google Analytics
2 2 (3.51%) Amazon EC2
Communications & Networking
1 2 (3.51%) Symposium
Database & Business Intelligence
1 21 (36.84%) Hadoop
2 19 (33.33%) Big Data
2 19 (33.33%) Data Mining
3 18 (31.58%) Apache Hive
4 14 (24.56%) Text Mining
5 5 (8.77%) Relational Database
5 5 (8.77%) SQL Server
6 4 (7.02%) Impala
6 4 (7.02%) Power BI
7 3 (5.26%) Apache Cassandra
7 3 (5.26%) Base SAS
7 3 (5.26%) HBase
7 3 (5.26%) NoSQL
8 1 (1.75%) Flink
8 1 (1.75%) KNIME
8 1 (1.75%) MySQL
8 1 (1.75%) Oracle BI Publisher
8 1 (1.75%) QlikView
8 1 (1.75%) SQL Server 2008
Development Applications
1 2 (3.51%) Git (software)
General
1 16 (28.07%) Marketing
2 9 (15.79%) Finance
3 5 (8.77%) Banking
3 5 (8.77%) Retail
4 4 (7.02%) Advertising
4 4 (7.02%) Investment Banking
5 2 (3.51%) Digital Economy
5 2 (3.51%) Pharmaceutical
5 2 (3.51%) Telecoms
6 1 (1.75%) Games
6 1 (1.75%) Law
Job Titles
1 30 (52.63%) Data Scientist
2 8 (14.04%) Analyst
3 5 (8.77%) Insight Analyst
3 5 (8.77%) Senior Data Scientist
4 4 (7.02%) Analytics Manager
4 4 (7.02%) Machine Learning Scientist
5 3 (5.26%) Data Manager
5 3 (5.26%) Head of Analytics
5 3 (5.26%) Head of Data Analytics
5 3 (5.26%) Project Manager
5 3 (5.26%) Statistical Analyst
6 2 (3.51%) Data Analytics Manager
6 2 (3.51%) Data Engineer
6 2 (3.51%) Machine Learning Engineer
6 2 (3.51%) Senior Analyst
6 2 (3.51%) SQL Analyst
7 1 (1.75%) Analytics Consultant
7 1 (1.75%) Data Analytics Officer
7 1 (1.75%) Digital Analytics Consultant
7 1 (1.75%) Insight Manager
Libraries, Frameworks & Software Standards
1 3 (5.26%) Natural Language Processing
2 2 (3.51%) scikit-learn
2 2 (3.51%) TensorFlow
3 1 (1.75%) Theano
3 1 (1.75%) XGBoost
Miscellaneous
1 22 (38.60%) Analytical Skills
2 20 (35.09%) Algorithms
3 18 (31.58%) Computer Science
4 4 (7.02%) User Experience
5 3 (5.26%) Credit Risk
6 2 (3.51%) Biotechnology
6 2 (3.51%) Data Structures
7 1 (1.75%) Digital Currency
7 1 (1.75%) Linux Command Line
7 1 (1.75%) Robotics
7 1 (1.75%) Social Media
Operating Systems
1 2 (3.51%) Windows
2 1 (1.75%) Unix
Processes & Methodologies
1 43 (75.44%) Analytics
2 28 (49.12%) Machine Learning
3 24 (42.11%) Neural Network
4 22 (38.60%) CHAID
5 21 (36.84%) Mathematics
6 20 (35.09%) Statistics
7 18 (31.58%) Decision Tree
8 15 (26.32%) Data Analytics
8 15 (26.32%) Linear Regression
8 15 (26.32%) Statistical Modelling
9 14 (24.56%) Cluster Analysis
10 13 (22.81%) Random Forest
11 9 (15.79%) Business Intelligence
11 9 (15.79%) Customer Insight
12 7 (12.28%) E-Commerce
12 7 (12.28%) Predictive Modelling
12 7 (12.28%) Service Delivery
12 7 (12.28%) Visualisation
12 7 (12.28%) Web Analytics
13 6 (10.53%) Data Extraction
Programming Languages
1 40 (70.18%) SQL
2 33 (57.89%) R
3 30 (52.63%) Python
4 18 (31.58%) MATLAB
5 8 (14.04%) Java
6 4 (7.02%) C
6 4 (7.02%) C++
7 2 (3.51%) VBA
8 1 (1.75%) C#
8 1 (1.75%) Julia
8 1 (1.75%) Perl
8 1 (1.75%) Scala
Qualifications
1 20 (35.09%) Degree
2 18 (31.58%) PhD
3 7 (12.28%) Numerate Degree
4 2 (3.51%) Postgraduate
5 1 (1.75%) Computer Science Degree
Vendors
1 6 (10.53%) Tableau
2 4 (7.02%) Microsoft
2 4 (7.02%) Teradata
3 2 (3.51%) Google
4 1 (1.75%) Oracle
City, London
Careerwise UK Limited
Salary: £65000 - £75000 per annum + bonus + Benefits
Posted: 3 days ago
Central London / West End
Reed Business Information Ltd
Salary: Competitive + bonus & extensive benefits
Posted: 18 days ago
South East London
Zoopla Property Group Plc
Salary: Excellent Package, with amazing benefits
Posted: 21 days ago
Staines
Centrica
Salary: Competitive + Benefits
Posted: 17 days ago