Period
to 18 January 2018

The following table provides summary statistics for contract job vacancies advertised in the South East 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 18 January 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
England > South East
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 371 343 378
Rank change year-on-year -28 +35 -5
Contract jobs citing Logistic Regression 2 3 1
As % of all contract IT jobs advertised in the South East 0.012% 0.019% 0.005%
As % of the Processes & Methodologies category 0.015% 0.024% 0.007%
Number of daily rates quoted 2 1 1
South East median daily rate £500 £425 £550
Median daily rate % change year-on-year +17.65% -22.73% -
England median daily rate £500 £350 £500
% change year-on-year +42.86% -30.00% +10.50%
Number of hourly rates quoted 0 0 0
South East median hourly rate - - -
England 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 the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Contract vacancies with a requirement for process or methodology skills 13,657 12,727 14,741
As % of all contract IT jobs advertised in the South East 82.82% 82.29% 80.96%
Number of daily rates quoted 8,255 7,617 8,830
South East median daily rate £425 £413 £400
Median daily rate % change year-on-year +3.03% +3.13% +6.67%
10th Percentile £265 £250 £252
90th Percentile £578 £575 £538
England median daily rate £450 £431 £425
% change year-on-year +4.53% +1.29% +6.25%
Number of hourly rates quoted 409 510 621
South East median hourly rate £25.00 £23.59 £30.00
Median hourly rate % change year-on-year +5.98% -21.37% +62.16%
10th Percentile £11.25 £11.06 £12.00
90th Percentile £50.25 £49.50 £52.50
England median hourly rate £23.75 £25.00 £23.00
% change year-on-year -5.00% +8.70% +15.00%

Logistic Regression
Job Vacancy Trend in the South East

Job postings citing Logistic Regression as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Logistic Regression in the South East

Logistic Regression
Contractor Daily Rate Trend in the South East

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

Contractor daily rate trend for Logistic Regression in the South East

Logistic Regression
Contract Job Locations in the South East

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 South East region over the 6 months to 18 January 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 Sussex - 2 £500 -
Logistic Regression
England

For the 6 months to 18 January 2018, IT contractor 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 contract ads across the South East region with a requirement for Logistic Regression.

1 2 (100.00%) SQL
1 2 (100.00%) Apache
1 2 (100.00%) Python
1 2 (100.00%) Statistics
1 2 (100.00%) Scala
1 2 (100.00%) Hadoop
1 2 (100.00%) NumPy
1 2 (100.00%) Apache Hive
1 2 (100.00%) MongoDB
1 2 (100.00%) Trend Analysis
1 2 (100.00%) Matplotlib
1 2 (100.00%) MapReduce
1 2 (100.00%) HBase
1 2 (100.00%) Machine Learning
1 2 (100.00%) Mahout
1 2 (100.00%) Apache Pig
1 2 (100.00%) MapR
1 2 (100.00%) Bayesian Methods
1 2 (100.00%) Pandas
1 2 (100.00%) Apache Spark
1 2 (100.00%) Linear Regression
1 2 (100.00%) scikit-learn
1 2 (100.00%) Jupyter
1 2 (100.00%) Seaborn
1 2 (100.00%) PySpark

Logistic Regression
Co-occurring IT Skills in the South East 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 2 (100.00%) Apache
1 2 (100.00%) Apache Pig
1 2 (100.00%) Apache Spark
1 2 (100.00%) Jupyter
Database & Business Intelligence
1 2 (100.00%) Apache Hive
1 2 (100.00%) Hadoop
1 2 (100.00%) HBase
1 2 (100.00%) Mahout
1 2 (100.00%) MongoDB
Job Titles
1 2 (100.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 2 (100.00%) Matplotlib
1 2 (100.00%) NumPy
1 2 (100.00%) Pandas
1 2 (100.00%) PySpark
1 2 (100.00%) scikit-learn
1 2 (100.00%) Seaborn
Processes & Methodologies
1 2 (100.00%) Bayesian Methods
1 2 (100.00%) Linear Regression
1 2 (100.00%) Machine Learning
1 2 (100.00%) MapReduce
1 2 (100.00%) Statistics
1 2 (100.00%) Trend Analysis
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) Scala
1 2 (100.00%) SQL
Vendors
1 2 (100.00%) MapR