pydantic Contracts in England

pydantic
UK > England

The table below provides summary statistics for contract job vacancies advertised in England 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 462 - -
Rank change year-on-year - - -
Contract jobs citing pydantic 23 0 0
As % of all contract jobs advertised in England 0.094% - -
As % of the Libraries, Frameworks & Software Standards category 0.42% - -
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 median daily rate £520 - -

All Software Libraries and Frameworks
England

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 in England.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 5,454 7,511 11,676
As % of all contract IT jobs advertised in England 22.39% 20.19% 23.14%
Number of daily rates quoted 3,783 5,341 8,633
10th Percentile £368 £350 £400
25th Percentile £425 £430 £463
Median daily rate (50th Percentile) £530 £550 £563
Median % change year-on-year -3.64% -2.22% -
75th Percentile £669 £675 £688
90th Percentile £800 £775 £798
UK median daily rate £525 £530 £550
% change year-on-year -0.94% -3.64% -
Number of hourly rates quoted 100 218 138
10th Percentile £30.13 £22.27 £28.73
25th Percentile £51.25 £43.00 £48.88
Median hourly rate £65.00 £46.18 £65.00
Median % change year-on-year +40.75% -28.95% +32.65%
75th Percentile £68.19 £65.00 £75.00
90th Percentile £82.19 £75.00 £80.08
UK median hourly rate £65.00 £46.18 £65.00
% change year-on-year +40.75% -28.95% +32.65%

pydantic
Job Vacancy Trend in England

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

Job vacancy trend for pydantic in England

pydantic
Contractor Daily Rate Trend in England

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

Daily rate trend for pydantic in England

pydantic
Daily Rate Histogram in England

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

Daily rate histogram for pydantic in England

pydantic
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing pydantic within the England region 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 - 23
pydantic
UK

pydantic
Co-occurring Skills and Capabilities in England 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 (39.13%) Jupyter
2 8 (34.78%) Apache
2 8 (34.78%) Apache Spark
Cloud Services
1 12 (52.17%) Amazon SageMaker
1 12 (52.17%) AWS
2 10 (43.48%) AWS Lambda
2 10 (43.48%) Serverless
3 9 (39.13%) Amazon S3
3 9 (39.13%) AWS CodeCommit
3 9 (39.13%) Cloud9 IDE
3 9 (39.13%) Textract
4 8 (34.78%) Azure
4 8 (34.78%) Power Platform
5 3 (13.04%) Amazon Bedrock
5 3 (13.04%) GitHub
5 3 (13.04%) GitHub Actions
6 1 (4.35%) GCP
Communications & Networking
1 6 (26.09%) SSH
Database & Business Intelligence
1 12 (52.17%) PostgreSQL
2 8 (34.78%) Apache Hive
2 8 (34.78%) Azure SQL Database
2 8 (34.78%) Delta Lake
2 8 (34.78%) Oracle Database
2 8 (34.78%) Power BI
2 8 (34.78%) SQL Server
3 3 (13.04%) DynamoDB
3 3 (13.04%) NoSQL
4 2 (8.70%) Relational Database
5 1 (4.35%) Data Mining
5 1 (4.35%) Oracle Reports
Development Applications
1 11 (47.83%) Git
2 8 (34.78%) JIRA
3 6 (26.09%) RStudio
4 3 (13.04%) MLflow
General
1 12 (52.17%) Public Sector
2 7 (30.43%) Analytical Skills
3 3 (13.04%) Military
Job Titles
1 9 (39.13%) Data Scientist
2 8 (34.78%) Data Engineer
3 4 (17.39%) Python Engineer
4 3 (13.04%) Full-Stack Engineer
5 2 (8.70%) Backend Developer
5 2 (8.70%) Developer
5 2 (8.70%) Python Developer
6 1 (4.35%) Cloud Engineer
6 1 (4.35%) Senior
6 1 (4.35%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 12 (52.17%) NumPy
1 12 (52.17%) Pandas
1 12 (52.17%) PyTorch
1 12 (52.17%) scikit-learn
1 12 (52.17%) TensorFlow
2 9 (39.13%) OpenCV
2 9 (39.13%) SciPy
3 8 (34.78%) JSON
3 8 (34.78%) PySpark
3 8 (34.78%) YAML
4 3 (13.04%) FastAPI
4 3 (13.04%) Hugging Face
4 3 (13.04%) LangChain
4 3 (13.04%) OpenTelemetry
4 3 (13.04%) pytest
4 3 (13.04%) React
4 3 (13.04%) SQLAlchemy
5 2 (8.70%) Lambda Expressions
6 1 (4.35%) JWT
6 1 (4.35%) OAuth
Miscellaneous
1 8 (34.78%) Linux Command Line
2 7 (30.43%) Data Structures
2 7 (30.43%) Reference Data
3 3 (13.04%) Legacy Systems
3 3 (13.04%) NHS
4 1 (4.35%) Algorithms
Operating Systems
1 6 (26.09%) Linux
Processes & Methodologies
1 12 (52.17%) Artificial Intelligence
1 12 (52.17%) Data Science
2 10 (43.48%) Data Pipeline
2 10 (43.48%) Natural Language Processing
3 9 (39.13%) Agile
3 9 (39.13%) Computer Vision
3 9 (39.13%) Data Munging
3 9 (39.13%) Deep Learning
3 9 (39.13%) Statistical Inference
3 9 (39.13%) Visualisation
4 8 (34.78%) Data Ingestion
4 8 (34.78%) Data Visualisation
4 8 (34.78%) Machine Learning
4 8 (34.78%) Problem-Solving
5 7 (30.43%) Data Security
6 6 (26.09%) Scaled Agile Framework
6 6 (26.09%) Scrum
7 3 (13.04%) Decision-Making
7 3 (13.04%) Full-Stack Development
7 3 (13.04%) Generative AI
Programming Languages
1 23 (100.00%) Python
2 17 (73.91%) SQL
3 8 (34.78%) Bash
3 8 (34.78%) Scala
Qualifications
1 14 (60.87%) Security Cleared
2 13 (56.52%) SC Cleared
3 3 (13.04%) AWS Certification
Quality Assurance & Compliance
1 7 (30.43%) GDPR
2 3 (13.04%) Data Quality
3 2 (8.70%) QA
System Software
1 3 (13.04%) Docker
Systems Management
1 3 (13.04%) Kubernetes
1 3 (13.04%) Terraform
Vendors
1 9 (39.13%) Oracle
2 8 (34.78%) Databricks
3 2 (8.70%) Dataiku
3 2 (8.70%) DataRobot