scikit-learn Contracts

scikit-learn
UK

The following table provides summary statistics for contract job vacancies with a requirement for scikit-learn skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited scikit-learn over the 6 months to 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 532 638 749
Rank change year-on-year +106 +111 -92
Contract jobs citing scikit-learn 43 44 89
As % of all contract jobs advertised in the UK 0.100% 0.078% 0.10%
As % of the Libraries, Frameworks & Software Standards category 0.47% 0.34% 0.38%
Number of daily rates quoted 29 23 45
10th Percentile £463 £485 £431
25th Percentile £513 £503 £519
Median daily rate (50th Percentile) £525 £550 £600
Median % change year-on-year -4.55% -8.33% +9.09%
75th Percentile £645 £741 £675
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 is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 9,058 12,870 23,572
As % of all contract IT jobs advertised in the UK 21.04% 22.96% 26.91%
Number of daily rates quoted 6,281 9,398 17,328
10th Percentile £350 £400 £400
25th Percentile £425 £463 £463
Median daily rate (50th Percentile) £538 £550 £550
Median % change year-on-year -2.27% - +10.00%
75th Percentile £650 £675 £669
90th Percentile £775 £775 £750
UK excluding London median daily rate £500 £500 £500
% change year-on-year - - +11.11%
Number of hourly rates quoted 257 147 222
10th Percentile £21.89 £30.45 £25.05
25th Percentile £43.00 £51.25 £35.00
Median hourly rate £47.50 £65.00 £52.50
Median % change year-on-year -26.92% +23.81% +16.67%
75th Percentile £66.25 £75.00 £67.36
90th Percentile £74.46 £80.55 £76.96
UK excluding London median hourly rate £48.43 £65.00 £55.25
% change year-on-year -25.49% +17.65% +22.78%

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 1 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 1 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 +80 38 £525 -4.55% 42
London +90 35 £525 -16.00% 27
Work from Home +109 13 £750 +36.36% 6
UK excluding London +36 3 £513 +0.74% 18
South East +11 2 £475 -13.64% 9
Midlands +23 1 £550 +10.00%
West Midlands +14 1 £550 +10.00%

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 (20.93%) Jupyter
2 7 (16.28%) Apache Airflow
3 2 (4.65%) Apache Spark
4 1 (2.33%) SharePoint
Applications
1 3 (6.98%) MS Visio
Business Applications
1 3 (6.98%) Sparx Enterprise Architect
Cloud Services
1 15 (34.88%) Azure
2 11 (25.58%) GCP
3 9 (20.93%) AWS
4 5 (11.63%) Azure Machine Learning
4 5 (11.63%) Vertex AI
5 4 (9.30%) Azure DevOps
5 4 (9.30%) ChatGPT
6 3 (6.98%) Power Platform
7 2 (4.65%) Amazon SageMaker
7 2 (4.65%) Dagster
7 2 (4.65%) Snowflake
8 1 (2.33%) AWS CloudFormation
8 1 (2.33%) Azure Synapse Analytics
8 1 (2.33%) Serverless
Communications & Networking
1 3 (6.98%) Network Security
Database & Business Intelligence
1 5 (11.63%) Big Data
1 5 (11.63%) BigQuery
1 5 (11.63%) NoSQL
2 2 (4.65%) Data Mining
3 1 (2.33%) Geospatial Data
Development Applications
1 8 (18.60%) Git
2 5 (11.63%) MLflow
3 3 (6.98%) GitLab
General
1 13 (30.23%) Analytical Skills
2 10 (23.26%) Social Skills
3 5 (11.63%) Finance
4 4 (9.30%) Marketing
4 4 (9.30%) Retail
5 3 (6.98%) Public Sector
6 1 (2.33%) Banking
6 1 (2.33%) Inclusion and Diversity
6 1 (2.33%) Multimedia
6 1 (2.33%) Publishing
Job Titles
1 20 (46.51%) Data Scientist
2 12 (27.91%) Machine Learning Engineer
3 5 (11.63%) Azure Engineer
3 5 (11.63%) Senior
3 5 (11.63%) Senior Data Scientist
4 4 (9.30%) Architect
4 4 (9.30%) Security Architect
5 3 (6.98%) Lead
5 3 (6.98%) Lead Architect
5 3 (6.98%) Lead Security Architect
6 2 (4.65%) Data Engineer
6 2 (4.65%) Developer
7 1 (2.33%) Artificial Intelligence Architect
7 1 (2.33%) AWS Engineer
7 1 (2.33%) Cloud Engineer
7 1 (2.33%) Full Stack Developer
7 1 (2.33%) Machine Learning Scientist
7 1 (2.33%) Python Developer
Libraries, Frameworks & Software Standards
1 33 (76.74%) TensorFlow
2 21 (48.84%) PyTorch
3 17 (39.53%) Pandas
4 11 (25.58%) NumPy
5 7 (16.28%) Matplotlib
6 5 (11.63%) HTML
7 4 (9.30%) LangChain
7 4 (9.30%) Torch
7 4 (9.30%) XGBoost
8 3 (6.98%) Google JAX
8 3 (6.98%) Plotly
9 2 (4.65%) FastAPI
9 2 (4.65%) Keras
9 2 (4.65%) PySpark
9 2 (4.65%) pytest
9 2 (4.65%) React
10 1 (2.33%) Dask
10 1 (2.33%) GeoPandas
10 1 (2.33%) Node.js
10 1 (2.33%) Prisma
Miscellaneous
1 20 (46.51%) Algorithms
2 5 (11.63%) Analytical Mindset
3 3 (6.98%) Data Structures
3 3 (6.98%) Management Information System
4 1 (2.33%) Greenfield Project
4 1 (2.33%) Life Science
4 1 (2.33%) Security Posture
Processes & Methodologies
1 40 (93.02%) Machine Learning
2 35 (81.40%) Data Science
3 30 (69.77%) Artificial Intelligence
4 13 (30.23%) CI/CD
5 11 (25.58%) MLOps
6 10 (23.26%) Data Pipeline
6 10 (23.26%) Decision-Making
6 10 (23.26%) DevOps
7 9 (20.93%) Deep Learning
7 9 (20.93%) LLM
7 9 (20.93%) Mathematics
7 9 (20.93%) Software Engineering
8 8 (18.60%) Computer Science
8 8 (18.60%) Data Modelling
8 8 (18.60%) Natural Language Processing
8 8 (18.60%) Problem-Solving
8 8 (18.60%) Statistics
9 7 (16.28%) Actionable Insight
9 7 (16.28%) Analytics
9 7 (16.28%) Data Analysis
Programming Languages
1 39 (90.70%) Python
2 16 (37.21%) SQL
3 6 (13.95%) JavaScript
4 5 (11.63%) Java
5 4 (9.30%) Bash
5 4 (9.30%) Go
6 3 (6.98%) R
7 2 (4.65%) Scala
8 1 (2.33%) C
8 1 (2.33%) C#
8 1 (2.33%) C++
8 1 (2.33%) TypeScript
Qualifications
1 7 (16.28%) SC Cleared
1 7 (16.28%) Security Cleared
2 6 (13.95%) Degree
3 4 (9.30%) DV Cleared
3 4 (9.30%) PhD
4 2 (4.65%) Computer Science Degree
5 1 (2.33%) Master's Degree
5 1 (2.33%) Numerate Degree
Quality Assurance & Compliance
1 3 (6.98%) NCSC
2 2 (4.65%) Actionable Recommendations
3 1 (2.33%) Data Quality
3 1 (2.33%) GDPR
3 1 (2.33%) ISO/IEC 27001
3 1 (2.33%) NIST
System Software
1 12 (27.91%) Docker
Systems Management
1 11 (25.58%) Kubernetes
2 5 (11.63%) Kubeflow
3 4 (9.30%) Grafana
4 1 (2.33%) Podman
4 1 (2.33%) Terraform
Vendors
1 6 (13.95%) Microsoft
2 4 (9.30%) Databricks
2 4 (9.30%) Splunk
3 3 (6.98%) Oracle
3 3 (6.98%) Sparx
4 1 (2.33%) ESRI
4 1 (2.33%) OpenAI