Period
to 21 January 2019

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for scikit-learn skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited scikit-learn over the 6 months to 21 January 2019 with a comparison to the same period in the previous 2 years.

scikit-learn
England > South East
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 511 532 553
Rank change year-on-year +21 +21 +99
Permanent jobs citing scikit-learn 11 9 1
As % of all permanent IT jobs advertised in the South East 0.041% 0.029% 0.003%
As % of the Libraries, Frameworks & Software Standards category 0.10% 0.069% 0.008%
Number of salaries quoted 8 9 0
South East median annual salary £50,000 £55,000 -
Median salary % change year-on-year -9.09% - -
England median annual salary £72,500 £65,000 £67,500
% change year-on-year +11.54% -3.70% -12.34%

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 permanent job vacancies advertised in the South East with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
South East
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 10,943 13,130 12,125
As % of all permanent IT jobs advertised in the South East 41.18% 42.86% 38.24%
Number of salaries quoted 9,409 11,420 10,529
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.27%
10th Percentile £30,750 £28,500 £28,750
90th Percentile £70,000 £66,250 £65,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

scikit-learn
Job Vacancy Trend in the South East

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

Job vacancy trend for scikit-learn in the South East

scikit-learn
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing scikit-learn in the South East.

Salary trend for scikit-learn in the South East

scikit-learn
Salary Histogram in the South East

The salary distribution of IT jobs citing scikit-learn in the South East over the 6 months to 21 January 2019.

Salary histogram for scikit-learn in the South East

scikit-learn
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing scikit-learn within the South East region over the 6 months to 21 January 2019. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Thames Valley +27 10 £50,000 -9.09%
Berkshire - 7 £50,000 -
Oxfordshire +21 3 £90,000 +63.64%
Kent - 1 - -
scikit-learn
England

For the 6 months to 21 January 2019, IT 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 permanent job ads across the South East region with a requirement for scikit-learn.

1 11 (100.00%) Machine Learning
1 11 (100.00%) TensorFlow
2 10 (90.91%) Python
3 9 (81.82%) Data Science
4 8 (72.73%) SciPy
4 8 (72.73%) NumPy
4 8 (72.73%) Pandas
4 8 (72.73%) Natural Language Processing
5 7 (63.64%) Deep Learning
6 6 (54.55%) Apache Spark
6 6 (54.55%) Agile Software Development
6 6 (54.55%) Linux
6 6 (54.55%) Apache
6 6 (54.55%) Data Mining
7 5 (45.45%) Retail
7 5 (45.45%) Software Engineering
7 5 (45.45%) Algorithms
7 5 (45.45%) Anomaly Detection
7 5 (45.45%) Data Munging
7 5 (45.45%) Kafka
8 3 (27.27%) Artificial Intelligence
9 2 (18.18%) Text Mining
9 2 (18.18%) Amazon AWS
9 2 (18.18%) Publishing
9 2 (18.18%) PostgreSQL
9 2 (18.18%) Java
9 2 (18.18%) MySQL
9 2 (18.18%) Big Data
9 2 (18.18%) OpenNLP
9 2 (18.18%) Keras

scikit-learn
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 6 (54.55%) Apache
1 6 (54.55%) Apache Spark
2 1 (9.09%) Apache Pig
Cloud Services
1 2 (18.18%) Amazon AWS
2 1 (9.09%) Amazon SageMaker
2 1 (9.09%) Microsoft Azure
2 1 (9.09%) SaaS
2 1 (9.09%) Serverless
Communications & Networking
1 1 (9.09%) MQTT
Database & Business Intelligence
1 6 (54.55%) Data Mining
2 2 (18.18%) Big Data
2 2 (18.18%) MySQL
2 2 (18.18%) PostgreSQL
2 2 (18.18%) Text Mining
3 1 (9.09%) Amazon Aurora
3 1 (9.09%) Amazon RDS
3 1 (9.09%) Amazon Redshift
3 1 (9.09%) Hadoop
3 1 (9.09%) SQL Server
Development Applications
1 1 (9.09%) Git (software)
1 1 (9.09%) Jenkins
General
1 5 (45.45%) Retail
2 2 (18.18%) Publishing
3 1 (9.09%) Finance
3 1 (9.09%) Law
3 1 (9.09%) Military
Job Titles
1 7 (63.64%) Data Scientist
2 1 (9.09%) Architect
2 1 (9.09%) Big Data Engineer
2 1 (9.09%) Data Architect
2 1 (9.09%) Data Engineer
2 1 (9.09%) DevOps Engineer
2 1 (9.09%) Machine Learning Engineer
2 1 (9.09%) Python Engineer
Libraries, Frameworks & Software Standards
1 11 (100.00%) TensorFlow
2 8 (72.73%) Natural Language Processing
2 8 (72.73%) NumPy
2 8 (72.73%) Pandas
2 8 (72.73%) SciPy
3 5 (45.45%) Kafka
4 2 (18.18%) Keras
4 2 (18.18%) OpenNLP
5 1 (9.09%) Caffe
5 1 (9.09%) LAMP
5 1 (9.09%) LAPP Stack
5 1 (9.09%) MXNet
5 1 (9.09%) PostGIS
5 1 (9.09%) REST
5 1 (9.09%) SpaCy
Miscellaneous
1 5 (45.45%) Algorithms
Operating Systems
1 6 (54.55%) Linux
2 1 (9.09%) Windows
Processes & Methodologies
1 11 (100.00%) Machine Learning
2 9 (81.82%) Data Science
3 7 (63.64%) Deep Learning
4 6 (54.55%) Agile Software Development
5 5 (45.45%) Anomaly Detection
5 5 (45.45%) Data Munging
5 5 (45.45%) Software Engineering
6 3 (27.27%) Artificial Intelligence
7 2 (18.18%) Problem-Solving
8 1 (9.09%) Analytics
8 1 (9.09%) Computer Science
8 1 (9.09%) Data Analytics
8 1 (9.09%) Data Modelling
8 1 (9.09%) DevOps
8 1 (9.09%) Due Diligence
8 1 (9.09%) ETL
8 1 (9.09%) Information Retrieval
8 1 (9.09%) Knowledge Discovery
8 1 (9.09%) Stakeholder Management
8 1 (9.09%) Use Case
Programming Languages
1 10 (90.91%) Python
2 2 (18.18%) Java
3 1 (9.09%) C#
3 1 (9.09%) Scala
Qualifications
1 1 (9.09%) Computer Science Degree
1 1 (9.09%) Degree
System Software
1 1 (9.09%) Apache ZooKeeper
1 1 (9.09%) Docker
Vendors
1 1 (9.09%) Microsoft
1 1 (9.09%) Tableau