pydantic Contracts

pydantic
UK

The table below provides summary statistics for contract job vacancies requiring pydantic skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited pydantic over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 495 - -
Rank change year-on-year - - -
Contract jobs citing pydantic 25 0 0
As % of all contract jobs advertised in the UK 0.085% - -
As % of the Libraries, Frameworks & Software Standards category 0.38% - -
Number of daily rates quoted 18 0 0
10th Percentile £454 - -
25th Percentile £463 - -
Median daily rate (50th Percentile) £520 - -
75th Percentile £552 - -
90th Percentile £640 - -
UK excluding London median daily rate - - -

All Software Libraries and Frameworks
UK

pydantic 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 6,644 8,946 13,890
As % of all contract IT jobs advertised in the UK 22.70% 20.54% 23.27%
Number of daily rates quoted 4,558 6,207 10,141
10th Percentile £363 £338 £400
25th Percentile £425 £425 £463
Median daily rate (50th Percentile) £525 £530 £550
Median % change year-on-year -0.94% -3.64% -
75th Percentile £650 £650 £675
90th Percentile £780 £771 £775
UK excluding London median daily rate £490 £500 £500
% change year-on-year -2.00% - -
Number of hourly rates quoted 112 233 153
10th Percentile £27.14 £21.25 £31.60
25th Percentile £48.25 £40.00 £48.50
Median hourly rate £65.00 £46.18 £65.00
Median % change year-on-year +40.75% -28.95% +32.65%
75th Percentile £68.75 £65.00 £75.00
90th Percentile £82.87 £74.89 £80.25
UK excluding London median hourly rate £65.00 £47.50 £64.00
% change year-on-year +36.84% -25.78% +30.61%

pydantic
Job Vacancy Trend

Job postings citing pydantic as a proportion of all IT jobs advertised.

Job vacancy trend for pydantic in the UK

pydantic
Contractor Daily Rate Trend

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

Daily rate trend for pydantic in the UK

pydantic
Daily Rate Histogram

Daily rate distribution for jobs citing pydantic over the 6 months to 1 May 2025.

Daily rate histogram for pydantic in the UK

pydantic
Top 3 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing pydantic within the UK over the 6 months to 1 May 2025. 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
London - 23 £520 - 19
England - 23 £520 - 29
Work from Home - 8 £500 - 30

pydantic
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 (40.00%) Jupyter
2 8 (32.00%) Apache
2 8 (32.00%) Apache Spark
Cloud Services
1 14 (56.00%) Amazon SageMaker
1 14 (56.00%) AWS
2 11 (44.00%) AWS Lambda
2 11 (44.00%) Serverless
3 10 (40.00%) Amazon S3
3 10 (40.00%) AWS CodeCommit
3 10 (40.00%) Cloud9 IDE
3 10 (40.00%) Textract
4 8 (32.00%) Azure
4 8 (32.00%) Power Platform
5 4 (16.00%) Amazon Bedrock
5 4 (16.00%) GitHub
5 4 (16.00%) GitHub Actions
6 1 (4.00%) GCP
Communications & Networking
1 6 (24.00%) SSH
Database & Business Intelligence
1 14 (56.00%) PostgreSQL
2 9 (36.00%) Oracle Database
3 8 (32.00%) Apache Hive
3 8 (32.00%) Azure SQL Database
3 8 (32.00%) Delta Lake
3 8 (32.00%) Power BI
3 8 (32.00%) SQL Server
4 3 (12.00%) DynamoDB
4 3 (12.00%) NoSQL
5 2 (8.00%) Relational Database
6 1 (4.00%) Data Mining
6 1 (4.00%) Oracle Reports
Development Applications
1 12 (48.00%) Git
2 8 (32.00%) JIRA
3 6 (24.00%) RStudio
4 4 (16.00%) MLflow
General
1 12 (48.00%) Public Sector
2 7 (28.00%) Analytical Skills
3 3 (12.00%) Military
Job Titles
1 10 (40.00%) Data Scientist
2 8 (32.00%) Data Engineer
3 5 (20.00%) Python Engineer
4 3 (12.00%) Full-Stack Engineer
5 2 (8.00%) Backend Developer
5 2 (8.00%) Developer
5 2 (8.00%) Python Developer
6 1 (4.00%) Cloud Engineer
6 1 (4.00%) Senior
6 1 (4.00%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 14 (56.00%) NumPy
1 14 (56.00%) Pandas
2 13 (52.00%) PyTorch
2 13 (52.00%) scikit-learn
2 13 (52.00%) TensorFlow
3 10 (40.00%) OpenCV
3 10 (40.00%) SciPy
4 8 (32.00%) JSON
4 8 (32.00%) PySpark
4 8 (32.00%) YAML
5 4 (16.00%) FastAPI
5 4 (16.00%) LangChain
5 4 (16.00%) OpenTelemetry
5 4 (16.00%) pytest
5 4 (16.00%) React
5 4 (16.00%) SQLAlchemy
6 3 (12.00%) Hugging Face
6 3 (12.00%) Lambda Expressions
7 2 (8.00%) OAuth
8 1 (4.00%) JWT
Miscellaneous
1 8 (32.00%) Linux Command Line
2 7 (28.00%) Data Structures
2 7 (28.00%) Reference Data
3 3 (12.00%) Legacy Systems
3 3 (12.00%) NHS
4 1 (4.00%) Algorithms
Operating Systems
1 6 (24.00%) Linux
Processes & Methodologies
1 14 (56.00%) Artificial Intelligence
2 13 (52.00%) Data Science
3 11 (44.00%) Natural Language Processing
4 10 (40.00%) Computer Vision
4 10 (40.00%) Data Munging
4 10 (40.00%) Data Pipeline
4 10 (40.00%) Deep Learning
4 10 (40.00%) Statistical Inference
4 10 (40.00%) Visualisation
5 9 (36.00%) Agile
5 9 (36.00%) Data Visualisation
5 9 (36.00%) Machine Learning
6 8 (32.00%) Data Ingestion
6 8 (32.00%) Problem-Solving
7 7 (28.00%) Data Security
8 6 (24.00%) Scaled Agile Framework
8 6 (24.00%) Scrum
9 4 (16.00%) Generative AI
9 4 (16.00%) Microservices
10 3 (12.00%) Software Engineering
Programming Languages
1 25 (100.00%) Python
2 18 (72.00%) SQL
3 8 (32.00%) Bash
3 8 (32.00%) Scala
4 1 (4.00%) TypeScript
Qualifications
1 15 (60.00%) Security Cleared
2 13 (52.00%) SC Cleared
3 4 (16.00%) AWS Certification
Quality Assurance & Compliance
1 7 (28.00%) GDPR
2 3 (12.00%) Data Quality
3 2 (8.00%) QA
System Software
1 4 (16.00%) Docker
Systems Management
1 4 (16.00%) Kubernetes
2 3 (12.00%) Terraform
Vendors
1 10 (40.00%) Oracle
2 8 (32.00%) Databricks
3 3 (12.00%) Dataiku
3 3 (12.00%) DataRobot
4 1 (4.00%) Sage