Period
to 22 March 2019

The following table provides summary statistics for contract job vacancies advertised in Berkshire with a requirement for scikit-learn skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited scikit-learn over the 6 months to 22 March 2019 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.

scikit-learn
South East > Berkshire
6 months to
22 Mar 2019
Same period 2018 Same period 2017
Rank 165 170 159
Rank change year-on-year +5 -11 +16
Contract jobs citing scikit-learn 4 2 2
As % of all contract IT jobs advertised in Berkshire 0.094% 0.050% 0.052%
As % of the Libraries, Frameworks & Software Standards category 0.39% 0.21% 0.27%
Number of daily rates quoted 4 1 2
Berkshire median daily rate £550 £300 £363
Median daily rate % change year-on-year +83.33% -17.24% -34.09%
10th Percentile £525 £300 £281
90th Percentile £575 £300 £434
South East median daily rate £525 £500 £363
% change year-on-year +5.00% +37.93% -34.09%
Number of hourly rates quoted 0 0 0
Berkshire median hourly rate - - -
South East median hourly rate - - -

scikit-learn is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Berkshire with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Berkshire
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,037 972 752
As % of all contract IT jobs advertised in Berkshire 24.48% 24.38% 19.48%
Number of daily rates quoted 623 556 440
Berkshire median daily rate £450 £400 £400
Median daily rate % change year-on-year +12.50% - -
10th Percentile £313 £300 £275
90th Percentile £588 £575 £525
South East median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +5.96%
Number of hourly rates quoted 12 15 21
Berkshire median hourly rate £45.00 £13.50 £22.50
Median hourly rate % change year-on-year +233.33% -40.00% -50.00%
10th Percentile £20.83 £8.00 £15.00
90th Percentile £47.97 £49.00 £50.00
South East median hourly rate £47.50 £45.00 £42.50
% change year-on-year +5.56% +5.88% +6.25%

scikit-learn
Job Vacancy Trend in Berkshire

Job postings citing scikit-learn as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for scikit-learn in Berkshire

scikit-learn
Contractor Daily Rate Trend in Berkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing scikit-learn in Berkshire.

Contractor daily rate trend for scikit-learn in Berkshire

For the 6 months to 22 March 2019, IT contractor jobs citing scikit-learn 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 Berkshire region with a requirement for scikit-learn.

1 4 (100.00%) Python
1 4 (100.00%) MATLAB
1 4 (100.00%) Telecoms
1 4 (100.00%) Scala
1 4 (100.00%) Hadoop
1 4 (100.00%) Amazon AWS
1 4 (100.00%) Big Data
1 4 (100.00%) Analytics
1 4 (100.00%) Apache Spark
1 4 (100.00%) Google Cloud Platform
1 4 (100.00%) Data Science

scikit-learn
Co-occurring IT Skills in Berkshire 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 4 (100.00%) Apache Spark
Cloud Services
1 4 (100.00%) Amazon AWS
1 4 (100.00%) Google Cloud Platform
Database & Business Intelligence
1 4 (100.00%) Big Data
1 4 (100.00%) Hadoop
General
1 4 (100.00%) Telecoms
Job Titles
1 4 (100.00%) Big Data Engineer
1 4 (100.00%) Data Engineer
1 4 (100.00%) Python Engineer
Processes & Methodologies
1 4 (100.00%) Analytics
1 4 (100.00%) Data Science
Programming Languages
1 4 (100.00%) MATLAB
1 4 (100.00%) Python
1 4 (100.00%) Scala