pydantic Contract Job Trends in Scotland

pydantic
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring pydantic skills. It covers contract job vacancies from the 6 months leading up to 25 September 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Sep 2026
Same period 2025 Same period 2024
Rank 134 - -
Rank change year-on-year - - -
Contract jobs citing pydantic 9 0 0
As % of all contract jobs in Scotland 0.38% - -
As % of the Libraries, Frameworks & Software Standards category 1.79% - -
Number of daily rates quoted 4 0 0
10th Percentile - - -
25th Percentile £459 - -
Median daily rate (50th Percentile) £476 - -
75th Percentile £484 - -
90th Percentile - - -
UK median daily rate £450 £525 £520
% change year-on-year -14.29% +0.96% -3.70%

All Software Libraries and Frameworks
Scotland

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 Scotland.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 504 471 417
As % of all contract IT jobs advertised in Scotland 21.09% 29.18% 22.12%
Number of daily rates quoted 314 278 272
10th Percentile £320 £379 £356
25th Percentile £400 £427 £413
Median daily rate (50th Percentile) £450 £500 £475
Median % change year-on-year -10.00% +5.26% -1.55%
75th Percentile £538 £550 £566
90th Percentile £641 £625 £700
UK median daily rate £525 £513 £550
% change year-on-year +2.44% -6.82% -
Number of hourly rates quoted 6 1 1
10th Percentile - - -
25th Percentile - £52.50 £52.50
Median hourly rate £35.00 £55.00 £55.00
Median % change year-on-year -36.36% - -4.70%
75th Percentile - £57.50 £57.50
90th Percentile - - -
UK median hourly rate £65.00 £54.85 £61.60
% change year-on-year +18.51% -10.96% +2.67%

pydantic
Job Vacancy Trend in Scotland

Historical trend showing the proportion of contract IT job postings citing pydantic relative to all contract IT jobs advertised in Scotland.

pydantic job vacancy trend in Scotland

pydantic
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing pydantic within the Scotland region over the 6 months to 25 September 2026. 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
Glasgow - 9 £476 - 8
pydantic
UK

pydantic
Co-Occurring Skills & Capabilities in Scotland by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Cloud Services
1 7 (77.78%) Collibra
2 5 (55.56%) ChatGPT
3 4 (44.44%) Anthropic Claude
3 4 (44.44%) GitHub
3 4 (44.44%) GitHub Copilot
4 2 (22.22%) AWS
4 2 (22.22%) Azure
4 2 (22.22%) Snowflake
5 1 (11.11%) GCP
5 1 (11.11%) Microsoft Copilot
Database & Business Intelligence
1 8 (88.89%) Metadata
Development Applications
1 8 (88.89%) Git
General
1 8 (88.89%) Finance
2 6 (66.67%) Banking
3 5 (55.56%) Analytical Skills
4 3 (33.33%) Social Skills
5 2 (22.22%) Investment Banking
Job Titles
1 4 (44.44%) Developer
1 4 (44.44%) Python Developer
2 3 (33.33%) Python Engineer
2 3 (33.33%) Senior
2 3 (33.33%) Senior Developer
2 3 (33.33%) Senior Python Developer
3 1 (11.11%) Data Modeller
3 1 (11.11%) Senior SQL Developer
3 1 (11.11%) SQL Developer
Libraries, Frameworks & Software Standards
1 9 (100.00%) FastAPI
2 8 (88.89%) JSON
2 8 (88.89%) REST
2 8 (88.89%) YAML
Miscellaneous
1 4 (44.44%) Taxonomies
2 3 (33.33%) Data Structures
3 1 (11.11%) Management Information System
Processes & Methodologies
1 8 (88.89%) AI
1 8 (88.89%) CI/CD
1 8 (88.89%) Data Modelling
2 7 (77.78%) Validation
3 6 (66.67%) Data Governance
3 6 (66.67%) Metadata Management
4 5 (55.56%) Data Architecture
4 5 (55.56%) Test Automation
5 4 (44.44%) Data Ingestion
5 4 (44.44%) Information Management
5 4 (44.44%) Model Validation
6 3 (33.33%) Code Quality
6 3 (33.33%) Data Lineage
6 3 (33.33%) Risk Management
6 3 (33.33%) Stakeholder Management
7 2 (22.22%) API Development
7 2 (22.22%) Cyber Resilience
7 2 (22.22%) Logical Data Model
7 2 (22.22%) Workflow
8 1 (11.11%) Problem-Solving
Programming Languages
1 9 (100.00%) Python
2 8 (88.89%) SQL
Quality Assurance & Compliance
1 8 (88.89%) Data Quality
2 2 (22.22%) GDPR
3 1 (11.11%) GRC
3 1 (11.11%) MiFID
3 1 (11.11%) Solvency II
Vendors
1 2 (22.22%) Databricks
1 2 (22.22%) Informatica