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 6 December 2023 with a comparison to the same period in the previous 2 years.

6 months to
6 Dec 2023
Same period 2022 Same period 2021
Rank 655 828 846
Rank change year-on-year +173 +18 -199
Permanent jobs citing scikit-learn 75 249 252
As % of all permanent jobs advertised in the UK 0.14% 0.20% 0.20%
As % of the Libraries, Frameworks & Software Standards category 0.53% 0.62% 0.51%
Number of salaries quoted 45 149 122
10th Percentile £53,750 £50,500 £47,500
25th Percentile £58,750 £58,750 £55,000
Median annual salary (50th Percentile) £72,000 £77,500 £80,000
Median % change year-on-year -7.10% -3.13% +10.34%
75th Percentile £82,500 £93,750 £103,125
90th Percentile £101,185 £107,500 £120,000
UK excluding London median annual salary £61,250 £65,000 £60,000
% change year-on-year -5.77% +8.33% +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 14,119 40,267 49,305
As % of all permanent jobs advertised in the UK 26.34% 32.43% 38.55%
Number of salaries quoted 11,049 24,513 31,932
10th Percentile £41,250 £40,000 £36,750
25th Percentile £51,250 £50,000 £45,000
Median annual salary (50th Percentile) £66,056 £65,000 £60,000
Median % change year-on-year +1.62% +8.33% +4.35%
75th Percentile £85,000 £86,250 £80,000
90th Percentile £106,289 £105,000 £96,250
UK excluding London median annual salary £57,500 £57,500 £52,500
% change year-on-year - +9.52% +5.00%

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 6 December 2023.

Salary histogram for scikit-learn in the UK

scikit-learn
Top 12 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 6 December 2023. 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 +164 71 £73,750 -4.84% 46
London +131 33 £75,000 -9.09% 32
UK excluding London +218 32 £61,250 -5.77% 25
Work from Home +176 32 £67,500 -15.63% 24
South West +88 21 £76,383 +29.25% 2
South East +157 3 £82,500 +83.33% 7
West Midlands +136 3 £62,500 -19.35% 1
Midlands +111 3 £62,500 -3.85% 2
Scotland +56 2 £60,000 +19.67% 4
Wales +21 2 £30,000 -40.17% 4
North of England +140 1 £55,000 -18.52% 1
North East - 1 £55,000 -

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 14 (18.67%) Apache Spark
2 8 (10.67%) Jupyter
3 7 (9.33%) Apache
4 2 (2.67%) Apache Airflow
Applications
1 2 (2.67%) Simulink
1 2 (2.67%) Stateflow
Cloud Services
1 30 (40.00%) AWS
2 22 (29.33%) GCP
3 19 (25.33%) Azure
4 10 (13.33%) Azure Machine Learning
5 8 (10.67%) Amazon SageMaker
6 6 (8.00%) Vertex AI
7 3 (4.00%) Power Platform
8 2 (2.67%) Azure Data Factory
9 1 (1.33%) ChatGPT
9 1 (1.33%) Cloud Computing
9 1 (1.33%) GitHub
9 1 (1.33%) H2O.ai
9 1 (1.33%) SaaS
9 1 (1.33%) Serverless
Communications & Networking
1 5 (6.67%) Internet
Database & Business Intelligence
1 22 (29.33%) Big Data
2 5 (6.67%) Hadoop
2 5 (6.67%) Tableau
3 4 (5.33%) NoSQL
4 3 (4.00%) Data Warehouse
4 3 (4.00%) Power BI
5 2 (2.67%) Azure SQL Database
5 2 (2.67%) Data Hub
6 1 (1.33%) BigQuery
6 1 (1.33%) BusinessObjects
6 1 (1.33%) Data Mining
6 1 (1.33%) Enterprise Data Warehouse
Development Applications
1 2 (2.67%) Git
2 1 (1.33%) Jenkins
2 1 (1.33%) MLflow
General
1 30 (40.00%) Finance
2 23 (30.67%) Inclusion and Diversity
3 18 (24.00%) Social Skills
4 9 (12.00%) Analytical Skills
5 8 (10.67%) Public Sector
6 6 (8.00%) Banking
7 5 (6.67%) Games
8 3 (4.00%) Marketing
9 2 (2.67%) Law
9 2 (2.67%) Legal
9 2 (2.67%) Manufacturing
9 2 (2.67%) Retail
10 1 (1.33%) Automotive
10 1 (1.33%) Pharmaceutical
Job Titles
1 28 (37.33%) Data Scientist
2 15 (20.00%) Data Engineer
3 13 (17.33%) Artificial Intelligence Engineer
4 11 (14.67%) Senior
5 9 (12.00%) Analyst
5 9 (12.00%) Data Analyst
5 9 (12.00%) Machine Learning Engineer
6 8 (10.67%) Senior Data Scientist
7 6 (8.00%) Product Owner
8 5 (6.67%) Lead
8 5 (6.67%) Principal Engineer
9 4 (5.33%) Principal Data Engineer
9 4 (5.33%) Principal Data Scientist
9 4 (5.33%) Senior Data Engineer
10 3 (4.00%) Big Data Engineer
10 3 (4.00%) Senior Analyst
10 3 (4.00%) Senior Data Analyst
11 2 (2.67%) Integration Engineer
11 2 (2.67%) Operations Engineer
11 2 (2.67%) Software Engineer
Libraries, Frameworks & Software Standards
1 57 (76.00%) PyTorch
2 44 (58.67%) TensorFlow
3 42 (56.00%) Pandas
4 23 (30.67%) NumPy
5 14 (18.67%) HTML
6 11 (14.67%) Keras
7 9 (12.00%) MXNet
8 6 (8.00%) Statsmodels
9 5 (6.67%) PySpark
10 4 (5.33%) Flask
10 4 (5.33%) Plotly
10 4 (5.33%) Seaborn
11 3 (4.00%) Hugging Face
11 3 (4.00%) Kafka
12 2 (2.67%) Matplotlib
12 2 (2.67%) OpenCV
12 2 (2.67%) OpenVINO
12 2 (2.67%) SciPy
12 2 (2.67%) SpaCy
13 1 (1.33%) REST
Miscellaneous
1 35 (46.67%) Algorithms
2 14 (18.67%) Cyberattack
3 7 (9.33%) IoT
4 6 (8.00%) Product Ownership
5 4 (5.33%) Distributed Computing
6 2 (2.67%) Reinsurance
6 2 (2.67%) Smart City
7 1 (1.33%) Blockchain
7 1 (1.33%) Clustering
7 1 (1.33%) Data Fabric
7 1 (1.33%) Distributed Systems
7 1 (1.33%) Greenfield Project
7 1 (1.33%) Life Science
7 1 (1.33%) Onboarding
7 1 (1.33%) Private Cloud
7 1 (1.33%) Public Cloud
7 1 (1.33%) Renewable Energy
7 1 (1.33%) Robotics
Processes & Methodologies
1 63 (84.00%) Machine Learning
2 60 (80.00%) Data Science
3 45 (60.00%) Artificial Intelligence
4 44 (58.67%) Analytics
5 27 (36.00%) Computer Science
5 27 (36.00%) Data Analysis
5 27 (36.00%) Mathematics
6 26 (34.67%) Problem-Solving
7 23 (30.67%) Natural Language Processing
8 22 (29.33%) Statistics
8 22 (29.33%) Visualisation
9 18 (24.00%) Deep Learning
9 18 (24.00%) Software Engineering
10 17 (22.67%) Exploratory Data Analysis
11 16 (21.33%) Computer Vision
12 15 (20.00%) Validation
13 14 (18.67%) Agile
13 14 (18.67%) MLOps
13 14 (18.67%) Tradecraft
14 12 (16.00%) Statistical Analysis
Programming Languages
1 57 (76.00%) Python
2 21 (28.00%) SQL
3 12 (16.00%) R
4 4 (5.33%) Java
5 3 (4.00%) C
5 3 (4.00%) C++
6 2 (2.67%) MATLAB
6 2 (2.67%) Scala
7 1 (1.33%) Perl
7 1 (1.33%) T-SQL
Qualifications
1 39 (52.00%) Degree
2 22 (29.33%) Security Cleared
3 15 (20.00%) Numerate Degree
4 14 (18.67%) DV Cleared
5 12 (16.00%) Master's Degree
6 8 (10.67%) SC Cleared
7 7 (9.33%) PhD
8 6 (8.00%) Computer Science Degree
9 2 (2.67%) DBS Check
Quality Assurance & Compliance
1 2 (2.67%) Data Quality
System Software
1 3 (4.00%) Docker
Systems Management
1 8 (10.67%) Terraform
2 3 (4.00%) Kubernetes
3 1 (1.33%) Kubeflow
Vendors
1 13 (17.33%) Databricks
2 12 (16.00%) Google
3 10 (13.33%) Dataiku
4 6 (8.00%) IBM
5 2 (2.67%) OpenAI
6 1 (1.33%) Confluent