Period
to 12 December 2018

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 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.

scikit-learn
South East > Berkshire
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 166 165 168
Rank change year-on-year -1 +3 -
Contract jobs citing scikit-learn 9 1 3
As % of all contract IT jobs advertised in Berkshire 0.21% 0.024% 0.070%
As % of the Libraries, Frameworks & Software Standards category 0.78% 0.11% 0.32%
Number of daily rates quoted 8 1 3
Berkshire median daily rate £550 £300 £425
Median daily rate % change year-on-year +83.33% -29.41% -
10th Percentile £525 £300 £383
90th Percentile £575 £300 £448
South East median daily rate £550 £500 £425
% change year-on-year +10.00% +17.65% -
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 1,153 937 928
As % of all contract IT jobs advertised in Berkshire 26.60% 22.82% 21.80%
Number of daily rates quoted 700 570 558
Berkshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - -
10th Percentile £312 £275 £275
90th Percentile £575 £550 £538
South East median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +3.23%
Number of hourly rates quoted 7 18 27
Berkshire median hourly rate £40.00 £32.00 £32.00
Median hourly rate % change year-on-year +25.00% - -13.51%
10th Percentile £24.20 £9.58 £12.25
90th Percentile £48.00 £44.00 £50.00
South East median hourly rate £42.50 £45.00 £41.00
% change year-on-year -5.56% +9.76% +9.33%

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

scikit-learn
Contract Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing scikit-learn within the Berkshire 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
Newbury - 1 - -
scikit-learn
South East

For the 6 months to 12 December 2018, 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 9 (100.00%) Telecoms
1 9 (100.00%) Python
1 9 (100.00%) Big Data
1 9 (100.00%) Analytics
1 9 (100.00%) Apache Spark
1 9 (100.00%) Data Science
2 8 (88.89%) Google Cloud Platform
2 8 (88.89%) Hadoop
2 8 (88.89%) MATLAB
2 8 (88.89%) Amazon AWS
3 4 (44.44%) Scala
4 1 (11.11%) Data-Driven Decision Making
4 1 (11.11%) TensorFlow
4 1 (11.11%) Decision-Making
4 1 (11.11%) Predictive Modelling
4 1 (11.11%) Data Visualisation
4 1 (11.11%) Machine Learning
4 1 (11.11%) C++
4 1 (11.11%) Data Mining
4 1 (11.11%) Neural Network
4 1 (11.11%) Microsoft PowerPoint
4 1 (11.11%) Statistics
4 1 (11.11%) Predictive Analytics
4 1 (11.11%) Logistic Regression
4 1 (11.11%) Mathematics
4 1 (11.11%) Computer Science
4 1 (11.11%) Spreadsheet
4 1 (11.11%) Visualisation
4 1 (11.11%) Bayesian Methods
4 1 (11.11%) Analytical Skills

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 9 (100.00%) Apache Spark
Applications
1 1 (11.11%) Microsoft PowerPoint
1 1 (11.11%) Spreadsheet
Cloud Services
1 8 (88.89%) Amazon AWS
1 8 (88.89%) Google Cloud Platform
Database & Business Intelligence
1 9 (100.00%) Big Data
2 8 (88.89%) Hadoop
3 1 (11.11%) Data Mining
General
1 9 (100.00%) Telecoms
Job Titles
1 8 (88.89%) Data Engineer
1 8 (88.89%) Python Engineer
2 7 (77.78%) Big Data Engineer
3 1 (11.11%) Data Science Engineer
3 1 (11.11%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (11.11%) Keras
1 1 (11.11%) TensorFlow
Miscellaneous
1 1 (11.11%) Analytical Skills
Processes & Methodologies
1 9 (100.00%) Analytics
1 9 (100.00%) Data Science
2 1 (11.11%) Bayesian Methods
2 1 (11.11%) Computer Science
2 1 (11.11%) Dashboard Development
2 1 (11.11%) Data Visualisation
2 1 (11.11%) Data-Driven Decision Making
2 1 (11.11%) Decision-Making
2 1 (11.11%) Gradient Boosting
2 1 (11.11%) Linear Regression
2 1 (11.11%) Logistic Regression
2 1 (11.11%) Machine Learning
2 1 (11.11%) Mathematics
2 1 (11.11%) Matrix Organization
2 1 (11.11%) Neural Network
2 1 (11.11%) Predictive Analytics
2 1 (11.11%) Predictive Modelling
2 1 (11.11%) Random Forest
2 1 (11.11%) Statistics
2 1 (11.11%) Visualisation
Programming Languages
1 9 (100.00%) Python
2 8 (88.89%) MATLAB
3 4 (44.44%) Scala
4 1 (11.11%) C++