scikit-learn
UK

The following table provides summary statistics for permanent job vacancies 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 5 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 830 856 738
Rank change year-on-year +26 -118 +25
Permanent jobs citing scikit-learn 84 108 544
As % of all permanent jobs advertised in the UK 0.085% 0.10% 0.35%
As % of the Libraries, Frameworks & Software Standards category 0.40% 0.35% 0.86%
Number of salaries quoted 29 86 220
10th Percentile £32,500 £53,941 £45,000
25th Percentile £57,500 £60,313 £62,500
Median annual salary (50th Percentile) £65,000 £75,000 £80,000
Median % change year-on-year -13.33% -6.25% +20.30%
75th Percentile £88,750 £87,188 £105,000
90th Percentile £116,000 £104,375 £132,500
UK excluding London median annual salary £65,000 £59,098 £60,000
% change year-on-year +9.99% -1.50% +7.62%

All Software Libraries and Frameworks
UK

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 with a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 21,033 31,146 63,299
As % of all permanent jobs advertised in the UK 21.35% 30.11% 40.40%
Number of salaries quoted 15,718 19,186 30,317
10th Percentile £36,250 £40,898 £37,500
25th Percentile £45,000 £50,000 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £62,500
Median % change year-on-year -11.11% +8.00% +13.64%
75th Percentile £79,500 £87,500 £82,500
90th Percentile £100,000 £105,000 £100,000
UK excluding London median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +4.55% +10.00%

scikit-learn
Job Vacancy Trend

Job postings citing scikit-learn as a proportion of all IT jobs advertised.

Job vacancy trend for scikit-learn in the UK

scikit-learn
Salary Trend

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

Salary trend for scikit-learn in the UK

scikit-learn
Salary Histogram

Salary distribution for jobs citing scikit-learn over the 6 months to 5 May 2024.

Salary histogram for scikit-learn in the UK

scikit-learn
Top 10 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing scikit-learn within the UK over the 6 months to 5 May 2024. 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
Jobs
England +79 79 £65,000 -13.33% 55
London +98 52 £85,000 +12.74% 38
Work from Home +53 41 £72,500 -3.33% 29
UK excluding London -6 23 £65,000 +9.99% 18
South West -26 8 £65,000 +9.99% 1
East of England - 6 £35,000 - 5
South East +27 4 £78,750 +85.29% 6
Scotland -62 4 £60,000 - 2
North of England +43 1 £60,000 -22.58% 1
North West +11 1 £60,000 -22.58% 1

scikit-learn
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (10.71%) Apache Spark
2 3 (3.57%) Apache Airflow
3 2 (2.38%) Apache
Applications
1 2 (2.38%) Simulink
1 2 (2.38%) Stateflow
Cloud Services
1 30 (35.71%) AWS
2 18 (21.43%) GCP
3 17 (20.24%) Azure
4 11 (13.10%) Azure Machine Learning
5 9 (10.71%) Amazon SageMaker
6 3 (3.57%) Cloud Computing
7 2 (2.38%) Azure DevOps
7 2 (2.38%) Power Platform
7 2 (2.38%) Serverless
8 1 (1.19%) Amazon S3
8 1 (1.19%) AWS CloudFormation
8 1 (1.19%) AWS CodePipeline
8 1 (1.19%) AWS Lambda
8 1 (1.19%) AWS Step Functions
8 1 (1.19%) Azure Data Factory
8 1 (1.19%) ChatGPT
8 1 (1.19%) Snowflake
8 1 (1.19%) Vertex AI
Database & Business Intelligence
1 37 (44.05%) Tableau
2 8 (9.52%) Big Data
3 6 (7.14%) Hadoop
4 3 (3.57%) Data Mining
5 2 (2.38%) MongoDB
5 2 (2.38%) Neo4j
5 2 (2.38%) NoSQL
5 2 (2.38%) PostgreSQL
5 2 (2.38%) Power BI
5 2 (2.38%) Text Mining
6 1 (1.19%) Amazon Athena
6 1 (1.19%) BigQuery
6 1 (1.19%) Data Warehouse
Development Applications
1 45 (53.57%) Git
2 2 (2.38%) MLflow
2 2 (2.38%) Team Foundation Server
3 1 (1.19%) JIRA
General
1 65 (77.38%) Social Skills
2 10 (11.90%) Analytical Skills
3 9 (10.71%) Inclusion and Diversity
4 8 (9.52%) Public Sector
5 6 (7.14%) Finance
6 5 (5.95%) Electronics
6 5 (5.95%) Telecoms
7 3 (3.57%) Law
8 1 (1.19%) Legal
8 1 (1.19%) Pharmaceutical
Job Titles
1 61 (72.62%) Data Scientist
2 46 (54.76%) Senior
3 43 (51.19%) Senior Data Scientist
4 11 (13.10%) Artificial Intelligence Engineer
5 9 (10.71%) Software Engineer
6 8 (9.52%) Principal Engineer
7 7 (8.33%) Data Engineer
8 6 (7.14%) Principal Data Engineer
8 6 (7.14%) Principal Data Scientist
9 3 (3.57%) Developer
9 3 (3.57%) Quantitative Developer
10 2 (2.38%) Lead
10 2 (2.38%) Lead Data Scientist
10 2 (2.38%) Senior Software Engineer
11 1 (1.19%) Analyst
11 1 (1.19%) Architect
11 1 (1.19%) Data Analyst
11 1 (1.19%) DevOps Architect
11 1 (1.19%) Principal Software Engineer
11 1 (1.19%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 66 (78.57%) TensorFlow
2 54 (64.29%) Pandas
3 37 (44.05%) PySpark
4 35 (41.67%) PyTorch
5 24 (28.57%) NumPy
6 11 (13.10%) MXNet
7 9 (10.71%) Keras
8 7 (8.33%) SciPy
8 7 (8.33%) SpaCy
9 6 (7.14%) Flask
9 6 (7.14%) PyQt
10 5 (5.95%) Statsmodels
11 4 (4.76%) React
12 3 (3.57%) MLlib
12 3 (3.57%) OpenCV
13 2 (2.38%) Django
13 2 (2.38%) FastAPI
13 2 (2.38%) ggplot
13 2 (2.38%) Kafka
13 2 (2.38%) Matplotlib
Miscellaneous
1 50 (59.52%) Algorithms
2 6 (7.14%) Robotics
3 3 (3.57%) Data Structures
3 3 (3.57%) Distributed Systems
3 3 (3.57%) Onboarding
3 3 (3.57%) Renewable Energy
3 3 (3.57%) Self-Motivation
4 2 (2.38%) Embedded Systems
4 2 (2.38%) Social Network
5 1 (1.19%) Credit Risk
5 1 (1.19%) CUDA
5 1 (1.19%) Distributed Computing
5 1 (1.19%) IoT
5 1 (1.19%) iPad
5 1 (1.19%) Life Science
5 1 (1.19%) Reinsurance
Operating Systems
1 2 (2.38%) Linux
1 2 (2.38%) Windows
Processes & Methodologies
1 76 (90.48%) Machine Learning
2 70 (83.33%) Data Science
3 63 (75.00%) Natural Language Processing
4 61 (72.62%) Artificial Intelligence
5 48 (57.14%) Generative AI
5 48 (57.14%) Statistics
6 47 (55.95%) Mathematics
7 42 (50.00%) Visualisation
8 40 (47.62%) Actionable Insight
8 40 (47.62%) MLOps
9 38 (45.24%) Decision-Making
9 38 (45.24%) Predictive Modelling
10 37 (44.05%) Neural Network
11 36 (42.86%) Data Munging
11 36 (42.86%) Physics
12 35 (41.67%) Customer Experience
12 35 (41.67%) Demand Forecasting
12 35 (41.67%) Root Cause Analysis
12 35 (41.67%) Storytelling
12 35 (41.67%) WFM
Programming Languages
1 76 (90.48%) Python
2 46 (54.76%) SQL
3 9 (10.71%) Java
4 5 (5.95%) R
5 2 (2.38%) C
5 2 (2.38%) JavaScript
5 2 (2.38%) MATLAB
6 1 (1.19%) Bash
6 1 (1.19%) C#
6 1 (1.19%) C++
6 1 (1.19%) Shell Script
Qualifications
1 65 (77.38%) Degree
2 50 (59.52%) Master's Degree
3 35 (41.67%) DBS Check
4 20 (23.81%) PhD
5 11 (13.10%) Security Cleared
6 7 (8.33%) SC Cleared
7 5 (5.95%) Computer Science Degree
8 2 (2.38%) DV Cleared
Quality Assurance & Compliance
1 2 (2.38%) Data Quality
System Software
1 2 (2.38%) Docker
Systems Management
1 9 (10.71%) Terraform
2 2 (2.38%) Kubeflow
3 1 (1.19%) Kubernetes
Vendors
1 44 (52.38%) Databricks
2 13 (15.48%) Dataiku
3 9 (10.71%) Google
4 2 (2.38%) OpenAI
5 1 (1.19%) Hitachi