Period
to 21 February 2020

The following table provides summary statistics for contract job vacancies advertised in the North of England 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 21 February 2020 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
England > North of England
6 months to
21 Feb 2020
Same period 2019 Same period 2018
Rank 250 323 -
Rank change year-on-year +73 - -
Contract jobs citing scikit-learn 3 1 0
As % of all contract IT jobs advertised in the North of England 0.035% 0.008% -
As % of the Libraries, Frameworks & Software Standards category 0.13% 0.026% -
Number of daily rates quoted 3 1 0
North of England median daily rate £550 £525 -
Median daily rate % change year-on-year +4.76% - -
England median daily rate £550 £550 £550
Number of hourly rates quoted 0 0 0
North of England median hourly rate - - -
England 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 the North of England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
North of England
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2,283 3,800 3,434
As % of all contract IT jobs advertised in the North of England 26.57% 31.63% 30.64%
Number of daily rates quoted 1,567 2,678 2,405
North of England median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% +1.27%
10th Percentile £313 £310 £275
90th Percentile £575 £556 £538
England median daily rate £500 £500 £475
% change year-on-year - +5.26% +9.20%
Number of hourly rates quoted 31 33 37
North of England median hourly rate £42.50 £36.23 £37.50
Median hourly rate % change year-on-year +17.32% -3.40% -2.60%
10th Percentile £17.21 £12.94 £15.13
90th Percentile £56.25 £47.50 £44.45
England median hourly rate £42.00 £42.50 £40.00
% change year-on-year -1.18% +6.25% -

scikit-learn
Job Vacancy Trend in the North of England

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

Job vacancy trend for scikit-learn in the North of England

scikit-learn
Contractor Daily Rate Trend in the North of England

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

Contractor daily rate trend for scikit-learn in the North of England

scikit-learn
Contractor Daily Rate Histogram in the North of England

The daily rate distribution of IT jobs citing scikit-learn in the North of England over the 6 months to 21 February 2020.

Contractor daily rate histogram for scikit-learn in the North of England

scikit-learn
Contract Job Locations in the North of England

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 North of England region over the 6 months to 21 February 2020. 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
North West - 3 £550 - 1
scikit-learn
England

For the 6 months to 21 February 2020, 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 North of England region with a requirement for scikit-learn.

1 3 (100.00%) Python
1 3 (100.00%) NumPy
1 3 (100.00%) Machine Learning
1 3 (100.00%) TensorFlow
2 2 (66.67%) C++
2 2 (66.67%) Artificial Intelligence
2 2 (66.67%) Pandas
3 1 (33.33%) Algorithms
3 1 (33.33%) GCP
3 1 (33.33%) Kubernetes
3 1 (33.33%) Data Engineering
3 1 (33.33%) Neural Network
3 1 (33.33%) Software Engineering
3 1 (33.33%) Statistics
3 1 (33.33%) Mathematics
3 1 (33.33%) Scala
3 1 (33.33%) Azure
3 1 (33.33%) AWS
3 1 (33.33%) Memcached
3 1 (33.33%) Java
3 1 (33.33%) Apache Cassandra
3 1 (33.33%) Redis
3 1 (33.33%) PhD
3 1 (33.33%) ETL
3 1 (33.33%) RDBMS
3 1 (33.33%) Games
3 1 (33.33%) High-Throughput Computing
3 1 (33.33%) Convolutional Neural Network
3 1 (33.33%) Random Forest
3 1 (33.33%) Statistical Inference

scikit-learn
Co-occurring IT Skills in the North of 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:

Cloud Services
1 1 (33.33%) AWS
1 1 (33.33%) Azure
1 1 (33.33%) GCP
Database & Business Intelligence
1 1 (33.33%) Amazon DynamoDB
1 1 (33.33%) Apache Cassandra
1 1 (33.33%) Big Data
1 1 (33.33%) Hazelcast
1 1 (33.33%) RDBMS
1 1 (33.33%) Redis
1 1 (33.33%) Relational Database
General
1 1 (33.33%) Games
Job Titles
1 1 (33.33%) Consultant
1 1 (33.33%) Data Engineer
1 1 (33.33%) Machine Learning Consultant
1 1 (33.33%) Python Engineer
1 1 (33.33%) Senior Consultant
Libraries, Frameworks & Software Standards
1 3 (100.00%) NumPy
1 3 (100.00%) TensorFlow
2 2 (66.67%) Pandas
3 1 (33.33%) Caffe
3 1 (33.33%) Memcached
3 1 (33.33%) PyTorch
3 1 (33.33%) Torch
Miscellaneous
1 1 (33.33%) Algorithms
Processes & Methodologies
1 3 (100.00%) Machine Learning
2 2 (66.67%) Artificial Intelligence
3 1 (33.33%) Convolutional Neural Network
3 1 (33.33%) Cybersecurity
3 1 (33.33%) Data Engineering
3 1 (33.33%) Data Science
3 1 (33.33%) Deep Learning
3 1 (33.33%) ETL
3 1 (33.33%) High-Throughput Computing
3 1 (33.33%) Low Latency
3 1 (33.33%) Mathematics
3 1 (33.33%) Neural Network
3 1 (33.33%) Random Forest
3 1 (33.33%) Software Engineering
3 1 (33.33%) Statistical Inference
3 1 (33.33%) Statistics
3 1 (33.33%) Support Vector Machines
Programming Languages
1 3 (100.00%) Python
2 2 (66.67%) C++
3 1 (33.33%) Java
3 1 (33.33%) Scala
Qualifications
1 1 (33.33%) PhD
System Software
1 1 (33.33%) Docker
Systems Management
1 1 (33.33%) Istio
1 1 (33.33%) Kubernetes
1 1 (33.33%) linkerd