scikit-learn Contracts

scikit-learn
UK

The table below provides summary statistics for contract job vacancies requiring scikit-learn skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited scikit-learn over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 537 649 764
Rank change year-on-year +112 +115 -107
Contract jobs citing scikit-learn 47 48 84
As % of all contract jobs advertised in the UK 0.11% 0.086% 0.096%
As % of the Libraries, Frameworks & Software Standards category 0.51% 0.38% 0.36%
Number of daily rates quoted 29 28 44
10th Percentile £460 £486 £428
25th Percentile £513 £505 £517
Median daily rate (50th Percentile) £525 £550 £600
Median % change year-on-year -4.55% -8.33% +9.09%
75th Percentile £645 £691 £678
90th Percentile £775 £825 £738
UK excluding London median daily rate £513 £509 £575
% change year-on-year +0.74% -11.52% +27.78%

All Software Libraries and Frameworks
UK

scikit-learn falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 9,217 12,733 23,425
As % of all contract IT jobs advertised in the UK 21.10% 22.93% 26.87%
Number of daily rates quoted 6,352 9,286 17,244
10th Percentile £350 £400 £400
25th Percentile £425 £463 £463
Median daily rate (50th Percentile) £535 £550 £550
Median % change year-on-year -2.73% - +10.00%
75th Percentile £650 £675 £670
90th Percentile £775 £775 £756
UK excluding London median daily rate £500 £500 £500
% change year-on-year - - +11.11%
Number of hourly rates quoted 265 153 227
10th Percentile £22.20 £31.60 £22.50
25th Percentile £43.00 £51.25 £35.00
Median hourly rate £50.00 £65.00 £52.50
Median % change year-on-year -23.08% +23.81% +16.67%
75th Percentile £68.75 £75.00 £67.18
90th Percentile £74.48 £80.85 £76.64
UK excluding London median hourly rate £55.00 £65.00 £55.00
% change year-on-year -15.38% +18.18% +22.22%

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
Contractor Daily Rate Trend

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

Daily rate trend for scikit-learn in the UK

scikit-learn
Daily Rate Histogram

Daily rate distribution for jobs citing scikit-learn over the 6 months to 12 June 2024.

Daily rate histogram for scikit-learn in the UK

scikit-learn
Top 7 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing scikit-learn within the UK over the 6 months to 12 June 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +81 41 £538 -2.27% 40
London +77 36 £538 -2.27% 29
Work from Home +109 14 £650 +18.18% 24
UK excluding London +29 5 £513 +0.74% 14
South East +17 4 £475 -13.64% 4
West Midlands +18 1 £550 +10.00% 1
Midlands +17 1 £550 +10.00% 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 12 (25.53%) Jupyter
2 7 (14.89%) Apache Airflow
3 2 (4.26%) Apache Spark
Applications
1 3 (6.38%) MS Visio
Business Applications
1 3 (6.38%) Sparx Enterprise Architect
Cloud Services
1 18 (38.30%) Azure
2 12 (25.53%) AWS
3 9 (19.15%) GCP
4 5 (10.64%) Azure DevOps
4 5 (10.64%) Azure Machine Learning
4 5 (10.64%) ChatGPT
5 4 (8.51%) Power Platform
5 4 (8.51%) Snowflake
5 4 (8.51%) Vertex AI
6 3 (6.38%) Dagster
7 2 (4.26%) Amazon SageMaker
7 2 (4.26%) Serverless
8 1 (2.13%) Amazon S3
8 1 (2.13%) AWS CloudFormation
8 1 (2.13%) AWS Lambda
8 1 (2.13%) Azure Synapse Analytics
8 1 (2.13%) MinIO
Communications & Networking
1 3 (6.38%) Network Security
Database & Business Intelligence
1 6 (12.77%) NoSQL
2 4 (8.51%) Big Data
2 4 (8.51%) BigQuery
3 1 (2.13%) Data Hub
3 1 (2.13%) Data Lake
3 1 (2.13%) Data Mining
3 1 (2.13%) Data Warehouse
3 1 (2.13%) MongoDB
3 1 (2.13%) PostgreSQL
3 1 (2.13%) Power BI
3 1 (2.13%) Qlik Sense
3 1 (2.13%) Redis
3 1 (2.13%) SQL Server
3 1 (2.13%) Tableau
Development Applications
1 12 (25.53%) Git
2 4 (8.51%) GitLab
2 4 (8.51%) MLflow
3 1 (2.13%) kappa
3 1 (2.13%) Poetry
General
1 14 (29.79%) Analytical Skills
2 11 (23.40%) Social Skills
3 7 (14.89%) Marketing
4 6 (12.77%) Finance
5 3 (6.38%) Public Sector
5 3 (6.38%) Retail
6 1 (2.13%) Banking
6 1 (2.13%) Front Office
6 1 (2.13%) Inclusion and Diversity
6 1 (2.13%) Multimedia
6 1 (2.13%) Publishing
Job Titles
1 22 (46.81%) Data Scientist
2 10 (21.28%) Machine Learning Engineer
3 7 (14.89%) Senior
3 7 (14.89%) Senior Data Scientist
4 6 (12.77%) Architect
4 6 (12.77%) Security Architect
5 5 (10.64%) Azure Engineer
6 4 (8.51%) Lead
7 3 (6.38%) Artificial Intelligence Architect
7 3 (6.38%) Developer
7 3 (6.38%) Lead Architect
7 3 (6.38%) Lead Security Architect
8 2 (4.26%) Data Engineer
8 2 (4.26%) Python Developer
9 1 (2.13%) AWS Engineer
9 1 (2.13%) Cloud Engineer
9 1 (2.13%) Lead Python Developer
9 1 (2.13%) Machine Learning Scientist
9 1 (2.13%) Operations Engineer
9 1 (2.13%) Python Engineer
Libraries, Frameworks & Software Standards
1 33 (70.21%) TensorFlow
2 23 (48.94%) PyTorch
3 18 (38.30%) Pandas
4 9 (19.15%) NumPy
5 8 (17.02%) Matplotlib
6 5 (10.64%) Google JAX
6 5 (10.64%) HTML
6 5 (10.64%) LangChain
6 5 (10.64%) Plotly
6 5 (10.64%) Torch
7 4 (8.51%) pytest
7 4 (8.51%) XGBoost
8 3 (6.38%) PySpark
9 2 (4.26%) FastAPI
9 2 (4.26%) Keras
10 1 (2.13%) .NET
10 1 (2.13%) Apache Camel
10 1 (2.13%) Flask
10 1 (2.13%) Kafka
10 1 (2.13%) React
Miscellaneous
1 21 (44.68%) Algorithms
2 4 (8.51%) Analytical Mindset
2 4 (8.51%) Data Structures
3 3 (6.38%) Management Information System
3 3 (6.38%) Security Posture
4 1 (2.13%) Greenfield Project
4 1 (2.13%) Reference Data
Processes & Methodologies
1 44 (93.62%) Machine Learning
2 38 (80.85%) Data Science
3 30 (63.83%) Artificial Intelligence
4 17 (36.17%) CI/CD
5 13 (27.66%) MLOps
6 12 (25.53%) Computer Science
6 12 (25.53%) Data Pipeline
6 12 (25.53%) DevOps
6 12 (25.53%) Mathematics
7 11 (23.40%) Deep Learning
8 10 (21.28%) LLM
8 10 (21.28%) Software Engineering
9 9 (19.15%) Data Modelling
9 9 (19.15%) Decision-Making
9 9 (19.15%) Problem-Solving
10 8 (17.02%) Actionable Insight
10 8 (17.02%) Natural Language Processing
11 7 (14.89%) Analytics
11 7 (14.89%) Predictive Modelling
11 7 (14.89%) Statistics
Programming Languages
1 43 (91.49%) Python
2 17 (36.17%) SQL
3 9 (19.15%) Java
4 6 (12.77%) Bash
4 6 (12.77%) JavaScript
5 5 (10.64%) Go
6 4 (8.51%) R
7 3 (6.38%) C
7 3 (6.38%) C++
8 2 (4.26%) Scala
9 1 (2.13%) C#
9 1 (2.13%) PyPy
9 1 (2.13%) TypeScript
Qualifications
1 7 (14.89%) Degree
1 7 (14.89%) SC Cleared
1 7 (14.89%) Security Cleared
2 4 (8.51%) DV Cleared
2 4 (8.51%) PhD
3 3 (6.38%) Computer Science Degree
4 1 (2.13%) Master's Degree
4 1 (2.13%) Numerate Degree
Quality Assurance & Compliance
1 4 (8.51%) Actionable Recommendations
2 3 (6.38%) GDPR
2 3 (6.38%) ISO/IEC 27001
2 3 (6.38%) NCSC
2 3 (6.38%) NIST
3 1 (2.13%) Data Quality
System Software
1 14 (29.79%) Docker
Systems Management
1 15 (31.91%) Kubernetes
2 5 (10.64%) Grafana
3 4 (8.51%) Kubeflow
4 2 (4.26%) Podman
5 1 (2.13%) Terraform
Vendors
1 7 (14.89%) Databricks
2 6 (12.77%) Microsoft
3 5 (10.64%) Splunk
4 3 (6.38%) Oracle
4 3 (6.38%) Sparx
5 1 (2.13%) Confluent
5 1 (2.13%) Solace
5 1 (2.13%) TIBCO