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

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 792 882 727
Rank change year-on-year +90 -155 +71
Permanent jobs citing scikit-learn 92 93 586
As % of all permanent jobs advertised in the UK 0.092% 0.093% 0.36%
As % of the Libraries, Frameworks & Software Standards category 0.44% 0.31% 0.88%
Number of salaries quoted 29 74 219
10th Percentile £32,500 £57,500 £45,000
25th Percentile £55,000 £65,000 £62,500
Median annual salary (50th Percentile) £65,000 £77,500 £80,000
Median % change year-on-year -16.13% -3.13% +22.14%
75th Percentile £88,750 £87,500 £105,000
90th Percentile £111,000 £106,750 £132,500
UK excluding London median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% +6.19%

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 21,099 30,098 66,714
As % of all permanent jobs advertised in the UK 21.12% 30.26% 40.98%
Number of salaries quoted 15,738 18,568 30,087
10th Percentile £36,250 £40,853 £37,500
25th Percentile £45,000 £50,939 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £63,750
Median % change year-on-year -11.11% +5.88% +15.91%
75th Percentile £78,750 £87,500 £82,500
90th Percentile £100,000 £106,250 £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 20 May 2024.

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 20 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 +85 88 £65,000 -14.75% 62
London +97 62 £83,750 +4.69% 46
Work from Home +88 50 £60,000 -27.27% 16
UK excluding London +2 24 £65,000 +4.00% 27
South West -17 8 £65,000 +10.75% 1
East of England +10 6 £35,000 -36.36% 6
South East +13 4 £78,750 - 15
Scotland -65 3 - - 2
North of England +36 2 £66,250 -14.52% 1
North West -1 2 £66,250 -14.52% 1
Midlands - 1 £50,000 - 3
West Midlands - 1 £50,000 - 2

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 10 (10.87%) Apache Spark
2 3 (3.26%) Apache Airflow
3 2 (2.17%) Apache
Applications
1 2 (2.17%) Simulink
1 2 (2.17%) Stateflow
Cloud Services
1 25 (27.17%) AWS
2 14 (15.22%) Azure
2 14 (15.22%) GCP
3 9 (9.78%) Azure Machine Learning
4 6 (6.52%) Amazon SageMaker
5 3 (3.26%) Cloud Computing
5 3 (3.26%) Power Platform
6 2 (2.17%) Azure DevOps
6 2 (2.17%) Serverless
7 1 (1.09%) Amazon S3
7 1 (1.09%) AWS CloudFormation
7 1 (1.09%) AWS CodePipeline
7 1 (1.09%) AWS Lambda
7 1 (1.09%) AWS Step Functions
7 1 (1.09%) Azure Data Factory
7 1 (1.09%) ChatGPT
7 1 (1.09%) Snowflake
7 1 (1.09%) Vertex AI
Database & Business Intelligence
1 47 (51.09%) Tableau
2 8 (8.70%) Big Data
3 6 (6.52%) Hadoop
4 3 (3.26%) Data Mining
4 3 (3.26%) Power BI
5 2 (2.17%) MongoDB
5 2 (2.17%) Neo4j
5 2 (2.17%) NoSQL
5 2 (2.17%) PostgreSQL
5 2 (2.17%) Text Mining
6 1 (1.09%) Amazon Athena
6 1 (1.09%) Azure SQL Database
6 1 (1.09%) BigQuery
6 1 (1.09%) Data Warehouse
6 1 (1.09%) Delta Lake
Development Applications
1 55 (59.78%) Git
2 2 (2.17%) MLflow
2 2 (2.17%) Team Foundation Server
3 1 (1.09%) JIRA
General
1 73 (79.35%) Social Skills
2 11 (11.96%) Analytical Skills
3 6 (6.52%) Finance
4 5 (5.43%) Electronics
4 5 (5.43%) Inclusion and Diversity
4 5 (5.43%) Public Sector
4 5 (5.43%) Telecoms
5 3 (3.26%) Law
6 1 (1.09%) Legal
Job Titles
1 69 (75.00%) Data Scientist
2 57 (61.96%) Senior
3 53 (57.61%) Senior Data Scientist
4 9 (9.78%) Software Engineer
5 8 (8.70%) Artificial Intelligence Engineer
6 6 (6.52%) Principal Engineer
7 4 (4.35%) Data Engineer
7 4 (4.35%) Principal Data Engineer
7 4 (4.35%) Principal Data Scientist
8 3 (3.26%) Developer
8 3 (3.26%) Quantitative Developer
9 2 (2.17%) Lead
9 2 (2.17%) Lead Data Scientist
9 2 (2.17%) Senior Software Engineer
10 1 (1.09%) Analyst
10 1 (1.09%) Architect
10 1 (1.09%) Data Analyst
10 1 (1.09%) DevOps Architect
10 1 (1.09%) Machine Learning Engineer
10 1 (1.09%) Principal Software Engineer
Libraries, Frameworks & Software Standards
1 74 (80.43%) TensorFlow
2 64 (69.57%) Pandas
3 47 (51.09%) PySpark
4 31 (33.70%) PyTorch
5 22 (23.91%) NumPy
6 9 (9.78%) Keras
7 8 (8.70%) MXNet
8 7 (7.61%) SciPy
8 7 (7.61%) SpaCy
9 6 (6.52%) Flask
9 6 (6.52%) PyQt
10 5 (5.43%) Statsmodels
11 4 (4.35%) React
12 3 (3.26%) MLlib
12 3 (3.26%) OpenCV
13 2 (2.17%) Django
13 2 (2.17%) Gensim
13 2 (2.17%) ggplot
13 2 (2.17%) Kafka
13 2 (2.17%) Matplotlib
Miscellaneous
1 60 (65.22%) Algorithms
2 5 (5.43%) Robotics
3 3 (3.26%) Data Structures
3 3 (3.26%) Distributed Systems
3 3 (3.26%) Onboarding
3 3 (3.26%) Renewable Energy
3 3 (3.26%) Self-Motivation
4 2 (2.17%) Embedded Systems
4 2 (2.17%) Social Network
5 1 (1.09%) Credit Risk
5 1 (1.09%) CUDA
5 1 (1.09%) Distributed Computing
5 1 (1.09%) IoT
5 1 (1.09%) iPad
5 1 (1.09%) Reinsurance
Operating Systems
1 2 (2.17%) Linux
1 2 (2.17%) Windows
Processes & Methodologies
1 84 (91.30%) Machine Learning
2 78 (84.78%) Data Science
3 70 (76.09%) Natural Language Processing
4 69 (75.00%) Artificial Intelligence
5 58 (63.04%) Mathematics
5 58 (63.04%) Statistics
6 55 (59.78%) Generative AI
7 52 (56.52%) Visualisation
8 51 (55.43%) Actionable Insight
9 50 (54.35%) MLOps
10 48 (52.17%) Decision-Making
10 48 (52.17%) Predictive Modelling
11 47 (51.09%) Neural Network
12 46 (50.00%) Data Munging
12 46 (50.00%) Physics
13 45 (48.91%) Customer Experience
13 45 (48.91%) Demand Forecasting
13 45 (48.91%) Propensity Modelling
13 45 (48.91%) Storytelling
13 45 (48.91%) WFM
Programming Languages
1 87 (94.57%) Python
2 56 (60.87%) SQL
3 9 (9.78%) Java
4 5 (5.43%) R
5 2 (2.17%) C
5 2 (2.17%) JavaScript
5 2 (2.17%) MATLAB
6 1 (1.09%) Bash
6 1 (1.09%) C#
6 1 (1.09%) C++
6 1 (1.09%) Shell Script
Qualifications
1 74 (80.43%) Degree
2 59 (64.13%) Master's Degree
3 45 (48.91%) DBS Check
4 19 (20.65%) PhD
5 8 (8.70%) Security Cleared
6 6 (6.52%) Computer Science Degree
7 4 (4.35%) SC Cleared
8 2 (2.17%) DV Cleared
Quality Assurance & Compliance
1 2 (2.17%) Data Quality
System Software
1 2 (2.17%) Docker
Systems Management
1 6 (6.52%) Terraform
2 2 (2.17%) Kubeflow
3 1 (1.09%) Kubernetes
Vendors
1 52 (56.52%) Databricks
2 10 (10.87%) Dataiku
3 6 (6.52%) Google
4 2 (2.17%) OpenAI
5 1 (1.09%) Hitachi
5 1 (1.09%) Microsoft