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 3 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
3 May 2024
Same period 2023 Same period 2022
Rank 819 879 740
Rank change year-on-year +60 -139 +34
Permanent jobs citing scikit-learn 85 114 542
As % of all permanent jobs advertised in the UK 0.086% 0.11% 0.35%
As % of the Libraries, Frameworks & Software Standards category 0.40% 0.36% 0.86%
Number of salaries quoted 30 91 220
10th Percentile £32,500 £51,833 £45,000
25th Percentile £57,500 £60,000 £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 £91,563 £86,250 £105,000
90th Percentile £116,625 £105,000 £132,500
UK excluding London median annual salary £65,000 £59,098 £60,000
% change year-on-year +9.99% -1.50% +9.09%

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 21,080 31,272 63,382
As % of all permanent jobs advertised in the UK 21.38% 30.13% 40.50%
Number of salaries quoted 15,747 19,246 30,345
10th Percentile £36,250 £41,117 £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 3 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 3 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 +58 80 £65,000 -13.33% 47
London +87 53 £90,000 +20.00% 30
Work from Home +67 41 £72,500 -3.33% 23
UK excluding London +19 23 £65,000 +9.99% 18
South West -22 8 £65,000 +9.99%
East of England - 6 £35,000 - 6
South East +9 4 £78,750 +85.29% 6
Scotland -62 4 £60,000 - 2
North of England +49 1 £60,000 -22.58% 1
North West +5 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 (10.59%) Apache Spark
2 3 (3.53%) Apache Airflow
3 2 (2.35%) Apache
Applications
1 2 (2.35%) Simulink
1 2 (2.35%) Stateflow
Cloud Services
1 31 (36.47%) AWS
2 19 (22.35%) GCP
3 18 (21.18%) Azure
4 11 (12.94%) Azure Machine Learning
5 9 (10.59%) Amazon SageMaker
6 3 (3.53%) Cloud Computing
7 2 (2.35%) Azure DevOps
7 2 (2.35%) Power Platform
7 2 (2.35%) Serverless
8 1 (1.18%) Amazon S3
8 1 (1.18%) AWS CloudFormation
8 1 (1.18%) AWS CodePipeline
8 1 (1.18%) AWS Lambda
8 1 (1.18%) AWS Step Functions
8 1 (1.18%) Azure Data Factory
8 1 (1.18%) ChatGPT
8 1 (1.18%) Snowflake
8 1 (1.18%) Vertex AI
Database & Business Intelligence
1 37 (43.53%) Tableau
2 8 (9.41%) Big Data
3 6 (7.06%) Hadoop
4 3 (3.53%) Data Mining
5 2 (2.35%) MongoDB
5 2 (2.35%) Neo4j
5 2 (2.35%) NoSQL
5 2 (2.35%) PostgreSQL
5 2 (2.35%) Power BI
5 2 (2.35%) Text Mining
6 1 (1.18%) Amazon Athena
6 1 (1.18%) BigQuery
6 1 (1.18%) Data Warehouse
Development Applications
1 45 (52.94%) Git
2 2 (2.35%) MLflow
2 2 (2.35%) Team Foundation Server
3 1 (1.18%) JIRA
General
1 65 (76.47%) Social Skills
2 10 (11.76%) Analytical Skills
3 9 (10.59%) Inclusion and Diversity
4 8 (9.41%) Public Sector
5 6 (7.06%) Finance
6 5 (5.88%) Electronics
6 5 (5.88%) Telecoms
7 3 (3.53%) Law
8 1 (1.18%) Legal
8 1 (1.18%) Pharmaceutical
Job Titles
1 61 (71.76%) Data Scientist
2 46 (54.12%) Senior
3 43 (50.59%) Senior Data Scientist
4 11 (12.94%) Artificial Intelligence Engineer
5 9 (10.59%) Software Engineer
6 8 (9.41%) Principal Engineer
7 7 (8.24%) Data Engineer
8 6 (7.06%) Principal Data Engineer
8 6 (7.06%) Principal Data Scientist
9 3 (3.53%) Developer
9 3 (3.53%) Quantitative Developer
10 2 (2.35%) Lead
10 2 (2.35%) Lead Data Scientist
10 2 (2.35%) Senior Software Engineer
11 1 (1.18%) Analyst
11 1 (1.18%) Data Analyst
11 1 (1.18%) DevOps Architect
11 1 (1.18%) Head of Data Science
11 1 (1.18%) Principal Software Engineer
11 1 (1.18%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 66 (77.65%) TensorFlow
2 54 (63.53%) Pandas
3 37 (43.53%) PySpark
4 36 (42.35%) PyTorch
5 24 (28.24%) NumPy
6 11 (12.94%) MXNet
7 9 (10.59%) Keras
8 7 (8.24%) SciPy
8 7 (8.24%) SpaCy
9 6 (7.06%) Flask
9 6 (7.06%) PyQt
10 5 (5.88%) Statsmodels
11 4 (4.71%) React
12 3 (3.53%) MLlib
12 3 (3.53%) OpenCV
13 2 (2.35%) Django
13 2 (2.35%) FastAPI
13 2 (2.35%) ggplot
13 2 (2.35%) Kafka
13 2 (2.35%) Matplotlib
Miscellaneous
1 50 (58.82%) Algorithms
2 6 (7.06%) Robotics
3 3 (3.53%) Data Structures
3 3 (3.53%) Distributed Systems
3 3 (3.53%) Onboarding
3 3 (3.53%) Renewable Energy
3 3 (3.53%) Self-Motivation
4 2 (2.35%) Embedded Systems
4 2 (2.35%) Social Network
5 1 (1.18%) Credit Risk
5 1 (1.18%) CUDA
5 1 (1.18%) Distributed Computing
5 1 (1.18%) IoT
5 1 (1.18%) iPad
5 1 (1.18%) Life Science
5 1 (1.18%) Reinsurance
Operating Systems
1 2 (2.35%) Linux
1 2 (2.35%) Windows
Processes & Methodologies
1 77 (90.59%) Machine Learning
2 71 (83.53%) Data Science
3 64 (75.29%) Natural Language Processing
4 61 (71.76%) Artificial Intelligence
5 48 (56.47%) Generative AI
5 48 (56.47%) Statistics
6 47 (55.29%) Mathematics
7 42 (49.41%) Visualisation
8 40 (47.06%) Actionable Insight
8 40 (47.06%) MLOps
9 38 (44.71%) Decision-Making
9 38 (44.71%) Predictive Modelling
10 37 (43.53%) Neural Network
11 36 (42.35%) Data Munging
11 36 (42.35%) Physics
12 35 (41.18%) Customer Experience
12 35 (41.18%) Demand Forecasting
12 35 (41.18%) Root Cause Analysis
12 35 (41.18%) Storytelling
12 35 (41.18%) WFM
Programming Languages
1 77 (90.59%) Python
2 46 (54.12%) SQL
3 9 (10.59%) Java
4 6 (7.06%) R
5 2 (2.35%) C
5 2 (2.35%) JavaScript
5 2 (2.35%) MATLAB
6 1 (1.18%) Bash
6 1 (1.18%) C#
6 1 (1.18%) C++
6 1 (1.18%) Shell Script
Qualifications
1 66 (77.65%) Degree
2 51 (60.00%) Master's Degree
3 35 (41.18%) DBS Check
4 21 (24.71%) PhD
5 11 (12.94%) Security Cleared
6 7 (8.24%) SC Cleared
7 5 (5.88%) Computer Science Degree
8 2 (2.35%) DV Cleared
Quality Assurance & Compliance
1 2 (2.35%) Data Quality
System Software
1 2 (2.35%) Docker
Systems Management
1 9 (10.59%) Terraform
2 2 (2.35%) Kubeflow
3 1 (1.18%) Kubernetes
Vendors
1 44 (51.76%) Databricks
2 13 (15.29%) Dataiku
3 9 (10.59%) Google
4 2 (2.35%) OpenAI
5 1 (1.18%) Hitachi