Hybrid/Remote SQLAlchemy Contract Job Trends

SQLAlchemy
UK > Work from Home

The table below provides summary statistics and contractor rates for remote or hybrid contract work requiring SQLAlchemy skills. It covers contract job vacancies from the 6 months leading up to 13 December 2025, with comparisons to the same periods in the previous two years.

6 months to
13 Dec 2025
Same period 2024 Same period 2023
Rank 298 314 384
Rank change year-on-year +16 +70 +174
Contract jobs citing SQLAlchemy 20 2 7
As % of all contract jobs with remote/hybrid work options 0.20% 0.016% 0.039%
As % of the Libraries, Frameworks & Software Standards category 0.75% 0.067% 0.16%
Number of daily rates quoted 11 1 4
10th Percentile £382 - £475
25th Percentile £490 - £568
Median daily rate (50th Percentile) £525 £600 £645
Median % change year-on-year -12.50% -6.98% +17.27%
75th Percentile £555 - £670
90th Percentile £700 - £688
UK median daily rate £525 £513 £441
% change year-on-year +2.44% +16.35% -34.25%

All Software Libraries and Frameworks
Work from Home

SQLAlchemy 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 with remote or hybrid options 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 2,671 2,983 4,341
As % of all contract jobs with a WFH option 26.23% 24.59% 24.41%
Number of daily rates quoted 1,743 1,962 3,140
10th Percentile £350 £325 £350
25th Percentile £418 £413 £425
Median daily rate (50th Percentile) £519 £525 £525
Median % change year-on-year -1.14% - -4.55%
75th Percentile £638 £650 £650
90th Percentile £750 £800 £750
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -4.35%
Number of hourly rates quoted 76 28 48
10th Percentile £31.00 £21.78 £40.22
25th Percentile £40.56 £32.88 £55.00
Median hourly rate £60.00 £61.25 £66.25
Median % change year-on-year -2.04% -7.55% +1.92%
75th Percentile £65.00 £67.50 £77.50
90th Percentile - £89.38 £90.25
UK median hourly rate £55.00 £62.50 £54.78
% change year-on-year -12.00% +14.09% -15.72%

SQLAlchemy
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of contract IT job postings citing SQLAlchemy and offering remote or hybrid work options relative to all contract IT jobs advertised.

SQLAlchemy job vacancy trend for remote/hybrid jobs

SQLAlchemy
Daily Rate Trend for Remote/Hybrid Jobs

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing SQLAlchemy.

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing SQLAlchemy

SQLAlchemy
Daily Rate Histogram for Remote/Hybrid Jobs

Daily rate distribution for jobs with remote/hybrid work options citing SQLAlchemy over the 6 months to 13 December 2025.

SQLAlchemy daily rate histogram for jobs with remote/hybrid work options

SQLAlchemy
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs 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:

Application Platforms
1 3 (15.00%) Apache Airflow
2 1 (5.00%) Apache
Cloud Services
1 19 (95.00%) AWS
2 8 (40.00%) AWS Lambda
2 8 (40.00%) Serverless
3 6 (30.00%) AWS Elastic Beanstalk
3 6 (30.00%) GitHub
4 5 (25.00%) Amazon ECS
4 5 (25.00%) Amazon EKS
4 5 (25.00%) Amazon S3
5 4 (20.00%) Amazon SQS
6 3 (15.00%) Amazon CloudWatch
6 3 (15.00%) Fastly
6 3 (15.00%) Heroku
7 1 (5.00%) Amazon Bedrock
7 1 (5.00%) Anthropic Claude
7 1 (5.00%) Azure
7 1 (5.00%) Azure Pipelines
7 1 (5.00%) Azure Service Bus
7 1 (5.00%) Dagster
Communications & Networking
1 3 (15.00%) DNS
2 2 (10.00%) HTTP
Database & Business Intelligence
1 4 (20.00%) PostgreSQL
Development Applications
1 1 (5.00%) MLflow
General
1 6 (30.00%) Public Sector
2 1 (5.00%) Finance
Job Titles
1 11 (55.00%) Artificial Intelligence Engineer
2 8 (40.00%) Python Engineer
3 5 (25.00%) Senior
4 3 (15.00%) Developer
4 3 (15.00%) Python Developer
5 2 (10.00%) AWS Engineer
5 2 (10.00%) Full-Stack Developer
5 2 (10.00%) Full-Stack Python Developer
5 2 (10.00%) Senior Developer
5 2 (10.00%) Senior Python Developer
6 1 (5.00%) AWS Developer
6 1 (5.00%) Gen AI Engineer
6 1 (5.00%) Senior Full-Stack Developer
6 1 (5.00%) Web Engineer
Libraries, Frameworks & Software Standards
1 15 (75.00%) FastAPI
2 7 (35.00%) OpenCV
2 7 (35.00%) Pandas
2 7 (35.00%) PyTorch
3 6 (30.00%) Hugging Face
3 6 (30.00%) NumPy
4 5 (25.00%) AWS CDK
4 5 (25.00%) boto
4 5 (25.00%) Flask
5 3 (15.00%) pytest
5 3 (15.00%) REST
6 2 (10.00%) Celery
6 2 (10.00%) JWT
6 2 (10.00%) Node.js
6 2 (10.00%) OAuth
6 2 (10.00%) pydantic
6 2 (10.00%) RESTful
7 1 (5.00%) JSON
7 1 (5.00%) mypy
Miscellaneous
1 4 (20.00%) Data Structures
2 3 (15.00%) Algorithms
2 3 (15.00%) Product Ownership
3 1 (5.00%) AI Agents
3 1 (5.00%) Cloud Native
3 1 (5.00%) Distributed Systems
Processes & Methodologies
1 18 (90.00%) Agile
2 14 (70.00%) AI
2 14 (70.00%) LLM
3 8 (40.00%) User Experience
4 7 (35.00%) Code Quality
4 7 (35.00%) Data Ingestion
4 7 (35.00%) Full-Stack Development
4 7 (35.00%) Generative AI
4 7 (35.00%) Machine Learning
4 7 (35.00%) Prompt Engineering
4 7 (35.00%) Retrieval-Augmented Generation
4 7 (35.00%) Roadmaps
5 6 (30.00%) Data Science
5 6 (30.00%) Information Retrieval
5 6 (30.00%) OCR
5 6 (30.00%) OOP
5 6 (30.00%) Sentiment Analysis
6 5 (25.00%) Conversational UI
6 5 (25.00%) Decision-Making
6 5 (25.00%) Infrastructure as Code
Programming Languages
1 20 (100.00%) Python
2 3 (15.00%) SQL
3 1 (5.00%) TypeScript
Qualifications
1 6 (30.00%) Security Cleared
2 4 (20.00%) SC Cleared
3 1 (5.00%) BPSS Clearance
Quality Assurance & Compliance
1 3 (15.00%) Accessibility
1 3 (15.00%) GDPR
2 1 (5.00%) Disclosure Scotland
System Software
1 2 (10.00%) Docker
Systems Management
1 3 (15.00%) Grafana
1 3 (15.00%) Kubernetes
1 3 (15.00%) Single Sign-On
2 1 (5.00%) Terraform