Period
to 25 June 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 25 June 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
25 Jun 2018
Same period 2017 Same period 2016
Rank 813 774 859
Rank change year-on-year -39 +85 -23
Contract jobs citing Logistic Regression 26 29 11
As % of all contract IT jobs advertised in England 0.028% 0.034% 0.011%
As % of the Processes & Methodologies category 0.033% 0.040% 0.013%
Number of daily rates quoted 18 20 7
England median daily rate £675 £513 £440
Median daily rate % change year-on-year +31.71% +16.48% -2.22%
10th Percentile £406 £401 £350
90th Percentile £800 £826 £613
UK median daily rate £675 £513 £440
% change year-on-year +31.71% +16.48% -2.22%
Number of hourly rates quoted 0 5 0
England median hourly rate - £42.48 -
UK median hourly rate - £42.48 -

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 78,730 71,731 82,382
As % of all contract IT jobs advertised in England 85.83% 84.97% 84.15%
Number of daily rates quoted 52,270 47,204 54,954
England median daily rate £463 £450 £425
Median daily rate % change year-on-year +2.78% +5.88% +4.94%
10th Percentile £300 £279 £263
90th Percentile £638 £625 £613
UK median daily rate £450 £438 £425
% change year-on-year +2.86% +2.94% +6.25%
Number of hourly rates quoted 2,152 1,890 2,033
England median hourly rate £22.00 £25.00 £25.00
Median hourly rate % change year-on-year -12.00% - +18.64%
10th Percentile £11.25 £11.44 £12.00
90th Percentile £50.00 £51.28 £50.00
UK median hourly rate £21.74 £25.00 £25.00
% change year-on-year -13.04% - +17.23%

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 25 June 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 25 June 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 +8 11 £675 +92.86%
Midlands -7 11 £675 +92.86%
London -49 10 £750 +53.85% 2
South East -20 3 £456 -2.67%
East of England +5 1 - -
North West -27 1 £405 -46.00%
North of England -40 1 £405 -46.00% 1
Logistic Regression
UK

For the 6 months to 25 June 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 23 (88.46%) Data Science
2 19 (73.08%) Python
3 18 (69.23%) Machine Learning
4 16 (61.54%) Apache Spark
4 16 (61.54%) Linear Regression
4 16 (61.54%) Hadoop
5 15 (57.69%) Scala
5 15 (57.69%) Apache Hive
5 15 (57.69%) MapReduce
5 15 (57.69%) SQL
6 14 (53.85%) Statistics
6 14 (53.85%) Apache Pig
7 12 (46.15%) Mathematics
8 11 (42.31%) R
8 11 (42.31%) Analytics
9 10 (38.46%) TensorFlow
10 9 (34.62%) scikit-learn
10 9 (34.62%) Bayesian Methods
10 9 (34.62%) Pandas
10 9 (34.62%) Big Data
10 9 (34.62%) Predictive Modelling
10 9 (34.62%) Visualisation
10 9 (34.62%) Neural Network
11 8 (30.77%) MongoDB
11 8 (30.77%) NumPy
11 8 (30.77%) Trend Analysis
11 8 (30.77%) Matplotlib
11 8 (30.77%) Natural Language Processing
11 8 (30.77%) Apache
11 8 (30.77%) Mahout

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 16 (61.54%) Apache Spark
2 14 (53.85%) Apache Pig
3 8 (30.77%) Apache
3 8 (30.77%) Jupyter
4 7 (26.92%) SAS
Applications
1 5 (19.23%) Chatbot
Database & Business Intelligence
1 16 (61.54%) Hadoop
2 15 (57.69%) Apache Hive
3 9 (34.62%) Big Data
4 8 (30.77%) HBase
4 8 (30.77%) Mahout
4 8 (30.77%) MongoDB
5 4 (15.38%) Data Mining
6 1 (3.85%) Cloudera CDH
6 1 (3.85%) Impala
6 1 (3.85%) Power BI
6 1 (3.85%) SQL Server
Development Applications
1 6 (23.08%) Git (software)
General
1 7 (26.92%) Finance
2 3 (11.54%) Advertising
2 3 (11.54%) Marketing
2 3 (11.54%) Retail
3 2 (7.69%) Banking
3 2 (7.69%) Investment Banking
3 2 (7.69%) Law
4 1 (3.85%) Telecoms
Job Titles
1 13 (50.00%) Data Scientist
2 5 (19.23%) Analytics Manager
2 5 (19.23%) Machine Learning Engineer
3 3 (11.54%) Data Manager
3 3 (11.54%) Senior Data Scientist
4 2 (7.69%) Data Analytics Manager
5 1 (3.85%) Analytics Consultant
5 1 (3.85%) Consultant
5 1 (3.85%) Data Analysis Manager
5 1 (3.85%) Fraud Manager
5 1 (3.85%) Fraud Risk Manager
5 1 (3.85%) Hadoop Engineer
5 1 (3.85%) Insight Manager
5 1 (3.85%) Python Engineer
5 1 (3.85%) Risk Manager
5 1 (3.85%) SAS Consultant
5 1 (3.85%) Systems Manager
Libraries, Frameworks & Software Standards
1 10 (38.46%) TensorFlow
2 9 (34.62%) Pandas
2 9 (34.62%) scikit-learn
3 8 (30.77%) Matplotlib
3 8 (30.77%) Natural Language Processing
3 8 (30.77%) NumPy
3 8 (30.77%) PySpark
3 8 (30.77%) Seaborn
4 6 (23.08%) Deeplearning4j
4 6 (23.08%) MXNet
4 6 (23.08%) Theano
5 4 (15.38%) Keras
6 1 (3.85%) Spring
6 1 (3.85%) XGBoost
Miscellaneous
1 6 (23.08%) Computer Science
2 3 (11.54%) Analytical Skills
2 3 (11.54%) Self-Motivation
2 3 (11.54%) Social Media
2 3 (11.54%) Virtual Team
3 1 (3.85%) Algorithms
3 1 (3.85%) IVR
3 1 (3.85%) Mobile App
Processes & Methodologies
1 23 (88.46%) Data Science
2 18 (69.23%) Machine Learning
3 16 (61.54%) Linear Regression
4 15 (57.69%) MapReduce
5 14 (53.85%) Statistics
6 12 (46.15%) Mathematics
7 11 (42.31%) Analytics
8 9 (34.62%) Bayesian Methods
8 9 (34.62%) Neural Network
8 9 (34.62%) Predictive Modelling
8 9 (34.62%) Visualisation
9 8 (30.77%) Trend Analysis
10 7 (26.92%) Data Management
10 7 (26.92%) Linear Algebra
11 6 (23.08%) Data Analysis
11 6 (23.08%) Deep Learning
11 6 (23.08%) Predictive Analytics
12 5 (19.23%) CRISP-DM
12 5 (19.23%) Robotic Process Automation
12 5 (19.23%) Validation
Programming Languages
1 19 (73.08%) Python
2 15 (57.69%) Scala
2 15 (57.69%) SQL
3 11 (42.31%) R
4 7 (26.92%) Java
5 1 (3.85%) C
5 1 (3.85%) C++
Qualifications
1 7 (26.92%) Degree
2 1 (3.85%) PhD
Quality Assurance & Compliance
1 3 (11.54%) Data Quality
2 1 (3.85%) GDPR
Vendors
1 8 (30.77%) MapR
2 6 (23.08%) Tableau
3 5 (19.23%) Alteryx
3 5 (19.23%) RapidMiner
4 2 (7.69%) Teradata
5 1 (3.85%) Genesys
5 1 (3.85%) Microsoft