Amazon SageMaker Contract Job Trends in Scotland

Amazon SageMaker
UK > Scotland

The table below provides summary statistics and contractor rates for jobs advertised in Scotland requiring Amazon SageMaker skills. It covers contract job vacancies from the 6 months leading up to 30 January 2026, with comparisons to the same periods in the previous two years.

6 months to
30 Jan 2026
Same period 2025 Same period 2024
Rank 96 - 124
Rank change year-on-year - - +30
Contract jobs citing Amazon SageMaker 15 0 12
As % of all contract jobs in Scotland 0.98% - 0.51%
As % of the Cloud Services category 2.49% - 1.68%
Number of daily rates quoted 12 0 9
10th Percentile £400 - £456
25th Percentile £401 - £488
Median daily rate (50th Percentile) £410 - £500
Median % change year-on-year - - +2.30%
75th Percentile £434 - £513
90th Percentile £447 - £519
UK median daily rate £447 £535 £500
% change year-on-year -16.45% +7.00% -28.57%

All Cloud Computing Skills
Scotland

Amazon SageMaker falls under the Cloud Services category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring cloud computing skills in Scotland.

Contract vacancies with a requirement for cloud computing skills 603 601 713
As % of all contract IT jobs advertised in Scotland 39.46% 37.38% 30.31%
Number of daily rates quoted 365 399 476
10th Percentile £313 £312 £325
25th Percentile £413 £375 £413
Median daily rate (50th Percentile) £500 £450 £489
Median % change year-on-year +11.11% -7.93% +2.89%
75th Percentile £600 £525 £588
90th Percentile £675 £600 £688
UK median daily rate £500 £525 £525
% change year-on-year -4.76% - -4.55%
Number of hourly rates quoted 5 8 4
10th Percentile £12.03 £21.84 -
25th Percentile £13.20 £22.50 £15.42
Median hourly rate £50.00 £24.09 £16.57
Median % change year-on-year +107.56% +45.38% -6.49%
75th Percentile £60.00 £25.07 £18.70
90th Percentile £62.40 £27.94 £20.46
UK median hourly rate £32.50 £27.50 £23.22
% change year-on-year +18.18% +18.46% -3.27%

Amazon SageMaker
Job Vacancy Trend in Scotland

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

Amazon SageMaker job vacancy trend in Scotland

Amazon SageMaker
Daily Rate Trend in Scotland

Contractor daily rate distribution trend for jobs in Scotland citing Amazon SageMaker.

Contractor daily rate distribution trend for jobs in Scotland citing Amazon SageMaker

Amazon SageMaker
Daily Rate Histogram in Scotland

Daily rate distribution for jobs citing Amazon SageMaker in Scotland over the 6 months to 30 January 2026.

Daily rate histogram for Amazon SageMaker in Scotland

Amazon SageMaker
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 Amazon SageMaker within the Scotland region over the 6 months to 30 January 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 - 15 £410 - 1
Amazon SageMaker
UK

Amazon SageMaker
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:

Application Platforms
1 5 (33.33%) Apache Spark
2 2 (13.33%) Apache
2 2 (13.33%) Apache Airflow
Applications
1 2 (13.33%) Chatbot
Cloud Services
1 11 (73.33%) AWS
2 7 (46.67%) Amazon S3
2 7 (46.67%) AWS CloudFormation
2 7 (46.67%) AWS Lambda
2 7 (46.67%) Serverless
3 4 (26.67%) Amazon Bedrock
3 4 (26.67%) Amazon ECS
3 4 (26.67%) AWS Step Functions
3 4 (26.67%) Virtual Private Cloud
4 3 (20.00%) Amazon EC2
5 2 (13.33%) AWS KMS
Database & Business Intelligence
1 5 (33.33%) Data Lake
2 4 (26.67%) Amazon Athena
3 3 (20.00%) Oracle Database
4 2 (13.33%) Data Warehouse
4 2 (13.33%) Delta Lake
4 2 (13.33%) Redis
Development Applications
1 6 (40.00%) GitLab
2 5 (33.33%) MLflow
General
1 8 (53.33%) Finance
2 4 (26.67%) Banking
3 1 (6.67%) Analytical Skills
3 1 (6.67%) Public Sector
3 1 (6.67%) Social Skills
Job Titles
1 5 (33.33%) AWS Engineer
2 4 (26.67%) Lead
3 3 (20.00%) Cloud Engineer
4 2 (13.33%) Architect
4 2 (13.33%) Artificial Intelligence Architect
4 2 (13.33%) AWS Data Engineer
4 2 (13.33%) Data Engineer
4 2 (13.33%) Developer
4 2 (13.33%) Lead Developer
4 2 (13.33%) Senior
4 2 (13.33%) Technical Leader
4 2 (13.33%) UI Developer
5 1 (6.67%) Gen AI Developer
Libraries, Frameworks & Software Standards
1 4 (26.67%) Model Context Protocol
1 4 (26.67%) PySpark
2 3 (20.00%) scikit-learn
2 3 (20.00%) TensorFlow
3 2 (13.33%) AngularJS
3 2 (13.33%) CrewAI
3 2 (13.33%) Hugging Face
3 2 (13.33%) LangChain
3 2 (13.33%) LangGraph
3 2 (13.33%) Next.js
3 2 (13.33%) Node.js
3 2 (13.33%) pgvector
3 2 (13.33%) React
3 2 (13.33%) Torch
4 1 (6.67%) PyTorch
Miscellaneous
1 5 (33.33%) Algorithms
2 4 (26.67%) Cloud Native
3 3 (20.00%) Distributed Computing
4 2 (13.33%) AI Agents
Processes & Methodologies
1 11 (73.33%) Machine Learning
2 10 (66.67%) AI
2 10 (66.67%) Data Science
3 9 (60.00%) CI/CD
4 5 (33.33%) Containerisation
4 5 (33.33%) Decision-Making
4 5 (33.33%) Infrastructure as Code
5 4 (26.67%) Analytics
5 4 (26.67%) Data Engineering
5 4 (26.67%) Data Pipeline
5 4 (26.67%) Design Patterns
5 4 (26.67%) Generative AI
5 4 (26.67%) Problem-Solving
5 4 (26.67%) Retrieval-Augmented Generation
5 4 (26.67%) SDLC
5 4 (26.67%) Unit Testing
6 3 (20.00%) Statistical Analysis
6 3 (20.00%) Statistical Modelling
6 3 (20.00%) TDD
6 3 (20.00%) Visualisation
Programming Languages
1 9 (60.00%) Python
2 3 (20.00%) Java
3 2 (13.33%) SQL
3 2 (13.33%) TypeScript
4 1 (6.67%) JavaScript
Qualifications
1 3 (20.00%) AWS Certification
2 2 (13.33%) Computer Science Degree
2 2 (13.33%) Degree
2 2 (13.33%) Master's Degree
3 1 (6.67%) AWS Certified Solutions Architect
3 1 (6.67%) BPSS Clearance
3 1 (6.67%) Security Cleared
System Software
1 3 (20.00%) Docker
Systems Management
1 6 (40.00%) Terraform
2 5 (33.33%) Kubernetes
Vendors
1 6 (40.00%) Databricks
2 3 (20.00%) Oracle
3 2 (13.33%) Microsoft
3 2 (13.33%) OpenAI
4 1 (6.67%) TOWER Software