Period
to 12 December 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 12 December 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
12 Dec 2018
Same period 2017 Same period 2016
Rank 847 832 842
Rank change year-on-year -15 +10 +27
Contract jobs citing Logistic Regression 11 36 11
As % of all contract IT jobs advertised in England 0.011% 0.038% 0.011%
As % of the Processes & Methodologies category 0.013% 0.044% 0.013%
Number of daily rates quoted 8 31 6
England median daily rate £575 £500 £438
Median daily rate % change year-on-year +15.00% +14.29% -12.50%
10th Percentile £461 £350 £306
90th Percentile £725 £725 £638
UK median daily rate £575 £500 £438
% change year-on-year +15.00% +14.29% -12.50%
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 83,576 81,845 82,209
As % of all contract IT jobs advertised in England 86.76% 86.07% 85.56%
Number of daily rates quoted 56,042 55,106 54,600
England median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% -
10th Percentile £300 £283 £263
90th Percentile £650 £638 £613
UK median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +2.41%
Number of hourly rates quoted 2,093 1,894 2,276
England median hourly rate £22.00 £25.00 £22.84
Median hourly rate % change year-on-year -12.00% +9.48% +3.80%
10th Percentile £11.25 £11.25 £11.25
90th Percentile £50.50 £49.75 £47.81
UK median hourly rate £22.00 £24.00 £22.50
% change year-on-year -8.33% +6.67% +2.27%

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 12 December 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 12 December 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
London -10 6 £575 +6.48% 1
South East -11 3 £550 +10.00%
East Midlands +9 2 £700 +7.69%
Midlands -10 2 £700 +7.69%
Logistic Regression
UK

For the 6 months to 12 December 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 10 (90.91%) Machine Learning
2 8 (72.73%) Data Science
2 8 (72.73%) Python
2 8 (72.73%) Neural Network
3 7 (63.64%) Hadoop
4 6 (54.55%) Data Mining
4 6 (54.55%) Apache Hive
4 6 (54.55%) Apache Spark
5 5 (45.45%) Linear Regression
5 5 (45.45%) TensorFlow
5 5 (45.45%) R
5 5 (45.45%) Big Data
5 5 (45.45%) Natural Language Processing
5 5 (45.45%) Analytics
5 5 (45.45%) SQL
6 4 (36.36%) Java
6 4 (36.36%) Artificial Intelligence
6 4 (36.36%) Open Source
6 4 (36.36%) Mathematics
6 4 (36.36%) Support Vector Machines
6 4 (36.36%) Analytical Skills
7 3 (27.27%) Time Series Analysis
7 3 (27.27%) Decision-Making
7 3 (27.27%) Recommender Systems
7 3 (27.27%) Gradient Boosting
7 3 (27.27%) MapReduce
7 3 (27.27%) Data Analytics
7 3 (27.27%) Scala
7 3 (27.27%) Visualisation
7 3 (27.27%) Computer Science

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 6 (54.55%) Apache Spark
2 2 (18.18%) Apache Pig
3 1 (9.09%) Apache
3 1 (9.09%) Apache Airflow
3 1 (9.09%) Luigi
3 1 (9.09%) SAS
Applications
1 1 (9.09%) Microsoft PowerPoint
1 1 (9.09%) Spreadsheet
Business Applications
1 1 (9.09%) Adobe Campaign
1 1 (9.09%) Data Workbench
1 1 (9.09%) Unica
Cloud Services
1 1 (9.09%) Cortana Intelligence Suite
1 1 (9.09%) Microsoft Azure
Database & Business Intelligence
1 7 (63.64%) Hadoop
2 6 (54.55%) Apache Hive
2 6 (54.55%) Data Mining
3 5 (45.45%) Big Data
4 2 (18.18%) Impala
4 2 (18.18%) Text Mining
5 1 (9.09%) RDBMS
5 1 (9.09%) Relational Database
Development Applications
1 3 (27.27%) Git (software)
General
1 2 (18.18%) Retail
2 1 (9.09%) Advertising
2 1 (9.09%) Finance
2 1 (9.09%) Legal
2 1 (9.09%) Marketing
2 1 (9.09%) Publishing
2 1 (9.09%) Telecoms
Job Titles
1 8 (72.73%) Data Scientist
2 2 (18.18%) Analyst
2 2 (18.18%) Data Engineer
2 2 (18.18%) Senior Data Engineer
2 2 (18.18%) Senior Data Scientist
3 1 (9.09%) Analyst Developer
3 1 (9.09%) Database Analyst
3 1 (9.09%) Database Manager
3 1 (9.09%) Database Marketing Analyst
3 1 (9.09%) Database Marketing Manager
3 1 (9.09%) Developer
3 1 (9.09%) Machine Learning Researcher
3 1 (9.09%) Marketing Analyst
3 1 (9.09%) Marketing Database Manager
3 1 (9.09%) Marketing Manager
3 1 (9.09%) Python Developer
3 1 (9.09%) Quantitative Analyst
3 1 (9.09%) Quantitative Analyst Developer
3 1 (9.09%) Quantitative Developer
3 1 (9.09%) Statistical Analyst
Libraries, Frameworks & Software Standards
1 5 (45.45%) Natural Language Processing
1 5 (45.45%) TensorFlow
2 2 (18.18%) Caffe
2 2 (18.18%) Deeplearning4j
2 2 (18.18%) MXNet
2 2 (18.18%) Spring
2 2 (18.18%) Theano
3 1 (9.09%) Keras
3 1 (9.09%) PySpark
3 1 (9.09%) scikit-learn
Miscellaneous
1 4 (36.36%) Analytical Skills
2 2 (18.18%) Algorithms
2 2 (18.18%) Data Structures
Operating Systems
1 2 (18.18%) Linux
1 2 (18.18%) Unix
Processes & Methodologies
1 10 (90.91%) Machine Learning
2 8 (72.73%) Data Science
2 8 (72.73%) Neural Network
3 5 (45.45%) Analytics
3 5 (45.45%) Linear Regression
4 4 (36.36%) Artificial Intelligence
4 4 (36.36%) Mathematics
4 4 (36.36%) Open Source
4 4 (36.36%) Support Vector Machines
5 3 (27.27%) Computer Science
5 3 (27.27%) Data Analytics
5 3 (27.27%) Decision-Making
5 3 (27.27%) Gradient Boosting
5 3 (27.27%) MapReduce
5 3 (27.27%) Recommender Systems
5 3 (27.27%) Time Series Analysis
5 3 (27.27%) Visualisation
6 2 (18.18%) Decision Tree
6 2 (18.18%) Linear Algebra
6 2 (18.18%) Random Forest
Programming Languages
1 8 (72.73%) Python
2 5 (45.45%) R
2 5 (45.45%) SQL
3 4 (36.36%) Java
4 3 (27.27%) Scala
5 2 (18.18%) C++
5 2 (18.18%) Perl
6 1 (9.09%) Bash Shell
6 1 (9.09%) C#
6 1 (9.09%) JavaScript
Qualifications
1 1 (9.09%) Degree
1 1 (9.09%) PhD
Quality Assurance & Compliance
1 2 (18.18%) Data Quality
System Software
1 1 (9.09%) HDFS
Vendors
1 1 (9.09%) Adobe
1 1 (9.09%) IBM