SQLAlchemy Contract Job Trends in Edinburgh

SQLAlchemy
Scotland > Edinburgh

The table below provides summary statistics and contractor rates for jobs advertised in Edinburgh requiring SQLAlchemy skills. It covers vacancies from the 6 months leading up to 6 September 2025, with comparisons to the same periods in the previous two years.

6 months to
6 Sep 2025
Same period 2024 Same period 2023
Rank 69 - 97
Rank change year-on-year - - -
Contract jobs citing SQLAlchemy 1 0 5
As % of all contract jobs advertised in Edinburgh 0.16% - 0.45%
As % of the Libraries, Frameworks & Software Standards category 0.71% - 1.46%
Number of daily rates quoted 1 0 4
10th Percentile - - £487
25th Percentile - - £496
Median daily rate (50th Percentile) £500 - £505
75th Percentile - - £522
90th Percentile - - £543
Scotland median daily rate £500 - £505
% change year-on-year - - -8.14%

All Software Libraries and Frameworks
Edinburgh

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 requiring technical specification, industry standards, software libraries and framework skills in Edinburgh.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 141 193 343
As % of all contract IT jobs advertised in Edinburgh 22.56% 23.59% 31.18%
Number of daily rates quoted 89 122 247
10th Percentile £411 £380 £393
25th Percentile £450 £416 £425
Median daily rate (50th Percentile) £500 £479 £479
Median % change year-on-year +4.49% -0.10% -4.20%
75th Percentile £530 £559 £538
90th Percentile £600 £685 £600
Scotland median daily rate £475 £475 £480
% change year-on-year - -1.04% -4.00%
Number of hourly rates quoted 0 1 0
Median hourly rate - £55.00 -
Scotland median hourly rate £55.00 £55.00 £55.00
% change year-on-year - - -7.84%

SQLAlchemy
Job Vacancy Trend in Edinburgh

Job postings citing SQLAlchemy as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for SQLAlchemy in Edinburgh

SQLAlchemy
Co-occurring Skills and Capabilities in Edinburgh 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 1 (100.00%) Apache
1 1 (100.00%) Apache Airflow
Cloud Services
1 1 (100.00%) Amazon CloudWatch
1 1 (100.00%) Amazon ECS
1 1 (100.00%) Amazon EKS
1 1 (100.00%) Amazon S3
1 1 (100.00%) Amazon SQS
1 1 (100.00%) AWS
1 1 (100.00%) AWS Lambda
1 1 (100.00%) Dagster
1 1 (100.00%) Serverless
Communications & Networking
1 1 (100.00%) HTTP
General
1 1 (100.00%) Public Sector
Job Titles
1 1 (100.00%) Artificial Intelligence Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) AWS CDK
1 1 (100.00%) boto
1 1 (100.00%) FastAPI
1 1 (100.00%) Hugging Face
1 1 (100.00%) JWT
1 1 (100.00%) NumPy
1 1 (100.00%) OAuth
1 1 (100.00%) OpenCV
1 1 (100.00%) Pandas
1 1 (100.00%) PyTorch
1 1 (100.00%) REST
Miscellaneous
1 1 (100.00%) Algorithms
1 1 (100.00%) Data Structures
Processes & Methodologies
1 1 (100.00%) Agile
1 1 (100.00%) API Development
1 1 (100.00%) API Integration
1 1 (100.00%) Artificial Intelligence
1 1 (100.00%) Coaching
1 1 (100.00%) Code Coverage
1 1 (100.00%) Data Cleansing
1 1 (100.00%) Deep Learning
1 1 (100.00%) ETL
1 1 (100.00%) Kanban
1 1 (100.00%) Machine Learning
1 1 (100.00%) Mentoring
1 1 (100.00%) OCR
1 1 (100.00%) OO
1 1 (100.00%) OOP
1 1 (100.00%) Product Management
1 1 (100.00%) Requirements Analysis
1 1 (100.00%) Scrum
1 1 (100.00%) User Experience
1 1 (100.00%) Workflow
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) TypeScript
Quality Assurance & Compliance
1 1 (100.00%) Accessibility
Systems Management
1 1 (100.00%) Grafana
1 1 (100.00%) Kubernetes