Period
to 22 September 2018

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Logistic Regression skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Logistic Regression over the 6 months to 22 September 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Logistic Regression
UK > England
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 844 818 858
Rank change year-on-year -26 +40 -12
Contract jobs citing Logistic Regression 16 30 18
As % of all contract IT jobs advertised in England 0.017% 0.033% 0.018%
As % of the Processes & Methodologies category 0.020% 0.039% 0.021%
Number of daily rates quoted 11 24 12
England median daily rate £675 £488 £445
Median daily rate % change year-on-year +38.46% +9.55% -11.00%
10th Percentile £405 £374 £350
90th Percentile £725 £768 £688
UK median daily rate £675 £488 £445
% change year-on-year +38.46% +9.55% -11.00%
Number of hourly rates quoted 0 0 0
England median hourly rate - - -
UK median hourly rate - - -

Logistic Regression is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Contract vacancies with a requirement for process or methodology skills 80,314 77,837 84,889
As % of all contract IT jobs advertised in England 86.24% 85.78% 85.26%
Number of daily rates quoted 53,581 51,761 56,694
England median daily rate £465 £450 £425
Median daily rate % change year-on-year +3.33% +5.88% +3.03%
10th Percentile £300 £281 £263
90th Percentile £638 £625 £606
UK median daily rate £450 £450 £425
% change year-on-year - +5.88% +5.59%
Number of hourly rates quoted 2,200 1,897 2,152
England median hourly rate £20.90 £23.14 £22.84
Median hourly rate % change year-on-year -9.70% +1.31% +3.82%
10th Percentile £11.18 £11.25 £11.50
90th Percentile £50.25 £50.00 £47.83
UK median hourly rate £20.50 £24.00 £22.84
% change year-on-year -14.58% +5.10% +3.80%

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
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Logistic Regression in England.

Contractor daily rate trend for Logistic Regression in England

Logistic Regression
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Logistic Regression in England over the 6 months to 22 September 2018.

Contractor daily rate histogram for Logistic Regression in England

Logistic Regression
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Logistic Regression in England.

Contractor hourly rate trend for Logistic Regression in England

Logistic Regression
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Logistic Regression within the England region over the 6 months to 22 September 2018. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
East Midlands - 9 £675 -
Midlands - 9 £675 - 1
London -37 5 £475 -5.47% 4
South East -13 1 - -
North West -23 1 £405 -25.52%
North of England -25 1 £405 -25.52%
Logistic Regression
UK

For the 6 months to 22 September 2018, IT contractor jobs citing Logistic Regression also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the England region with a requirement for Logistic Regression.

1 13 (81.25%) Python
2 12 (75.00%) Machine Learning
2 12 (75.00%) Data Science
3 10 (62.50%) Big Data
3 10 (62.50%) Apache Spark
3 10 (62.50%) Mathematics
3 10 (62.50%) Hadoop
4 9 (56.25%) Apache Hive
4 9 (56.25%) Computer Science
4 9 (56.25%) Neural Network
4 9 (56.25%) R
4 9 (56.25%) Linear Regression
5 8 (50.00%) Analytics
5 8 (50.00%) Natural Language Processing
5 8 (50.00%) Statistics
5 8 (50.00%) Visualisation
5 8 (50.00%) Java
5 8 (50.00%) Support Vector Machines
6 7 (43.75%) Git (software)
6 7 (43.75%) MapReduce
6 7 (43.75%) Scala
6 7 (43.75%) Linear Algebra
6 7 (43.75%) TensorFlow
6 7 (43.75%) Recommender Systems
7 6 (37.50%) MXNet
7 6 (37.50%) Deeplearning4j
7 6 (37.50%) Theano
7 6 (37.50%) Apache Pig
7 6 (37.50%) Validation
8 5 (31.25%) Data Management

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 10 (62.50%) Apache Spark
2 6 (37.50%) Apache Pig
3 3 (18.75%) SAS
4 1 (6.25%) Apache Airflow
4 1 (6.25%) Luigi
Applications
1 5 (31.25%) Chatbot
2 1 (6.25%) Microsoft PowerPoint
2 1 (6.25%) Spreadsheet
Business Applications
1 1 (6.25%) Adobe Campaign
1 1 (6.25%) Data Workbench
1 1 (6.25%) Unica
Database & Business Intelligence
1 10 (62.50%) Big Data
1 10 (62.50%) Hadoop
2 9 (56.25%) Apache Hive
3 3 (18.75%) Data Mining
3 3 (18.75%) Impala
4 1 (6.25%) Cloudera CDH
4 1 (6.25%) Power BI
4 1 (6.25%) SQL Server
Development Applications
1 7 (43.75%) Git (software)
General
1 2 (12.50%) Finance
1 2 (12.50%) Marketing
1 2 (12.50%) Retail
2 1 (6.25%) Advertising
2 1 (6.25%) Legal
2 1 (6.25%) Publishing
2 1 (6.25%) Telecoms
Job Titles
1 9 (56.25%) Data Scientist
2 2 (12.50%) Analyst
2 2 (12.50%) Analytics Manager
2 2 (12.50%) Data Manager
3 1 (6.25%) Analyst Developer
3 1 (6.25%) Data Analysis Manager
3 1 (6.25%) Data Analytics Manager
3 1 (6.25%) Database Analyst
3 1 (6.25%) Database Manager
3 1 (6.25%) Database Marketing Analyst
3 1 (6.25%) Database Marketing Manager
3 1 (6.25%) Machine Learning Researcher
3 1 (6.25%) Marketing Analyst
3 1 (6.25%) Marketing Database Manager
3 1 (6.25%) Marketing Manager
3 1 (6.25%) Python Developer
3 1 (6.25%) Python Engineer
3 1 (6.25%) Quantitative Analyst
3 1 (6.25%) Quantitative Developer
3 1 (6.25%) Statistical Analyst
Libraries, Frameworks & Software Standards
1 8 (50.00%) Natural Language Processing
2 7 (43.75%) TensorFlow
3 6 (37.50%) Deeplearning4j
3 6 (37.50%) MXNet
3 6 (37.50%) Theano
4 2 (12.50%) scikit-learn
4 2 (12.50%) Spring
5 1 (6.25%) Keras
5 1 (6.25%) Pandas
5 1 (6.25%) PySpark
5 1 (6.25%) XGBoost
Miscellaneous
1 9 (56.25%) Computer Science
2 4 (25.00%) Analytical Skills
3 1 (6.25%) Algorithms
3 1 (6.25%) Self-Motivation
3 1 (6.25%) Social Media
3 1 (6.25%) Virtual Team
Processes & Methodologies
1 12 (75.00%) Data Science
1 12 (75.00%) Machine Learning
2 10 (62.50%) Mathematics
3 9 (56.25%) Linear Regression
3 9 (56.25%) Neural Network
4 8 (50.00%) Analytics
4 8 (50.00%) Statistics
4 8 (50.00%) Support Vector Machines
4 8 (50.00%) Visualisation
5 7 (43.75%) Linear Algebra
5 7 (43.75%) MapReduce
5 7 (43.75%) Recommender Systems
6 6 (37.50%) Validation
7 5 (31.25%) Creative Thinking
7 5 (31.25%) CRISP-DM
7 5 (31.25%) Data Management
7 5 (31.25%) Physics
7 5 (31.25%) Predictive Modelling
7 5 (31.25%) Robotic Process Automation
8 4 (25.00%) Decision Tree
Programming Languages
1 13 (81.25%) Python
2 9 (56.25%) R
3 8 (50.00%) Java
4 7 (43.75%) Scala
5 4 (25.00%) SQL
6 3 (18.75%) C++
7 1 (6.25%) C
7 1 (6.25%) C#
7 1 (6.25%) JavaScript
Qualifications
1 5 (31.25%) Degree
2 1 (6.25%) PhD
Quality Assurance & Compliance
1 3 (18.75%) Data Quality
2 1 (6.25%) GDPR
System Software
1 1 (6.25%) HDFS
Vendors
1 5 (31.25%) Alteryx
1 5 (31.25%) RapidMiner
1 5 (31.25%) Tableau
2 1 (6.25%) Adobe
2 1 (6.25%) IBM
2 1 (6.25%) Microsoft
2 1 (6.25%) Teradata