Period
to 3 August 2020

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 3 August 2020 with a comparison to the same period in the previous 2 years.

scikit-learn
England > South East
6 months to
3 Aug 2020
Same period 2019 Same period 2018
Rank 328 483 533
Rank change year-on-year +155 +50 +1
Permanent jobs citing scikit-learn 14 37 16
As % of all permanent jobs advertised in the South East 0.12% 0.14% 0.053%
As % of the Libraries, Frameworks & Software Standards category 0.29% 0.35% 0.12%
Number of salaries quoted 8 34 11
Median annual salary £77,500 £60,000 £52,500
Median salary % change year-on-year +29.17% +14.29% -25.00%
10th Percentile £76,250 £45,000 £42,500
90th Percentile £78,750 £76,625 £68,750
England median annual salary £70,000 £68,300 £67,500
% change year-on-year +2.49% +1.19% -6.90%

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 4,820 10,479 13,210
As % of all permanent IT jobs advertised in the South East 41.58% 39.60% 43.57%
Number of salaries quoted 4,173 9,003 11,447
Median annual salary £50,000 £50,000 £45,500
Median salary % change year-on-year - +9.89% +1.11%
10th Percentile £32,500 £29,750 £30,000
90th Percentile £75,000 £72,500 £67,500
England median annual salary £57,500 £55,000 £50,000
% change year-on-year +4.55% +10.00% +5.26%

scikit-learn
Job Vacancy Trend in the South East

Job postings citing scikit-learn as a proportion 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

3-month moving average salary quoted in jobs citing scikit-learn in the South East.

Salary trend 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 3 August 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Sussex - 8 £77,500 -
Hampshire +88 6 - -
scikit-learn
England

For the 6 months to 3 August 2020, 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 14 (100.00%) Python
1 14 (100.00%) Degree
1 14 (100.00%) SciPy
1 14 (100.00%) NumPy
1 14 (100.00%) Machine Learning
1 14 (100.00%) Pandas
2 8 (57.14%) Apache Spark
2 8 (57.14%) Amazon Redshift
2 8 (57.14%) Logical Data Model
2 8 (57.14%) Physical Data Model
2 8 (57.14%) Reinsurance
2 8 (57.14%) Master Data Management
2 8 (57.14%) MongoDB
2 8 (57.14%) NoSQL
2 8 (57.14%) Power BI
2 8 (57.14%) Cosmos DB
2 8 (57.14%) Data Strategy
2 8 (57.14%) TOGAF Certification
2 8 (57.14%) Power Platform
2 8 (57.14%) Architecture Roadmap
2 8 (57.14%) Architectural Design
2 8 (57.14%) Oracle Coherence
2 8 (57.14%) Netezza
2 8 (57.14%) Korn
2 8 (57.14%) QlikView
2 8 (57.14%) Data Architecture
2 8 (57.14%) Scala
2 8 (57.14%) Hadoop
2 8 (57.14%) Azure
2 8 (57.14%) AWS

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 8 (57.14%) Apache
1 8 (57.14%) Apache Spark
1 8 (57.14%) Oracle Coherence
Cloud Services
1 8 (57.14%) AWS
1 8 (57.14%) Azure
1 8 (57.14%) Power Platform
Database & Business Intelligence
1 8 (57.14%) Amazon Redshift
1 8 (57.14%) BusinessObjects
1 8 (57.14%) Cosmos DB
1 8 (57.14%) DB2
1 8 (57.14%) Hadoop
1 8 (57.14%) MongoDB
1 8 (57.14%) NoSQL
1 8 (57.14%) Power BI
1 8 (57.14%) QlikView
1 8 (57.14%) SQL Server
1 8 (57.14%) SQL Server Reporting Services
2 3 (21.43%) Big Data
General
1 8 (57.14%) Banking
1 8 (57.14%) Finance
Job Titles
1 8 (57.14%) Architect
1 8 (57.14%) Data Architect
1 8 (57.14%) Database Architect
1 8 (57.14%) Enterprise Data Architect
1 8 (57.14%) Strategy Architect
2 5 (35.71%) Developer
3 4 (28.57%) Machine Learning Developer
4 3 (21.43%) Python Developer
Libraries, Frameworks & Software Standards
1 14 (100.00%) NumPy
1 14 (100.00%) Pandas
1 14 (100.00%) SciPy
2 6 (42.86%) Keras
2 6 (42.86%) Natural Language Processing
2 6 (42.86%) PyTorch
2 6 (42.86%) TensorFlow
Miscellaneous
1 8 (57.14%) Reinsurance
2 6 (42.86%) Algorithms
Processes & Methodologies
1 14 (100.00%) Machine Learning
2 8 (57.14%) Architectural Design
2 8 (57.14%) Architecture Roadmap
2 8 (57.14%) Business Intelligence
2 8 (57.14%) Data Architecture
2 8 (57.14%) Data Modelling
2 8 (57.14%) Data Strategy
2 8 (57.14%) Logical Data Model
2 8 (57.14%) Master Data Management
2 8 (57.14%) Physical Data Model
2 8 (57.14%) TOGAF
3 6 (42.86%) Artificial Intelligence
3 6 (42.86%) Computer Science
3 6 (42.86%) Decision Tree
3 6 (42.86%) Logistic Regression
3 6 (42.86%) Mathematics
3 6 (42.86%) Physics
3 6 (42.86%) Prototyping
3 6 (42.86%) Random Forest
3 6 (42.86%) Statistics
Programming Languages
1 14 (100.00%) Python
2 8 (57.14%) Bash Shell
2 8 (57.14%) Java
2 8 (57.14%) Korn
2 8 (57.14%) Scala
Qualifications
1 14 (100.00%) Degree
2 8 (57.14%) TOGAF Certification
3 3 (21.43%) Security Cleared
Vendors
1 8 (57.14%) Cognos
1 8 (57.14%) Netezza
1 8 (57.14%) Oracle
1 8 (57.14%) Teradata