Amazon SageMaker Job Trends

Amazon SageMaker
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Amazon SageMaker skills. It covers permanent job vacancies from the 6 months leading up to 15 August 2026, with comparisons to the same periods in the previous two years.

6 months to
15 Aug 2026
Same period 2025 Same period 2024
Rank 756 629 793
Rank change year-on-year -127 +164 -5
Permanent jobs citing Amazon SageMaker 29 63 24
As % of all permanent jobs in the UK 0.027% 0.13% 0.029%
As % of the Cloud Services category 0.10% 0.40% 0.091%
Number of salaries quoted 17 25 9
10th Percentile £64,000 £38,750 £68,000
25th Percentile £65,000 £60,000 £80,000
Median annual salary (50th Percentile) £105,000 £87,500 £92,500
Median % change year-on-year +20.00% -5.41% +15.63%
75th Percentile £115,000 £97,500 £122,500
90th Percentile £116,500 £98,750 £125,250
UK excluding London median annual salary £107,500 £67,500 £92,500
% change year-on-year +59.26% -27.03% +15.63%

All Cloud Computing Skills
UK

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

Permanent vacancies with a requirement for cloud computing skills 27,882 15,935 26,455
As % of all permanent jobs advertised in the UK 26.16% 31.95% 31.86%
Number of salaries quoted 18,435 11,017 18,921
10th Percentile £31,250 £30,000 £32,000
25th Percentile £44,000 £40,000 £42,750
Median annual salary (50th Percentile) £62,500 £60,000 £60,000
Median % change year-on-year +4.17% - -4.76%
75th Percentile £85,000 £80,000 £80,000
90th Percentile £100,000 £100,000 £100,000
UK excluding London median annual salary £55,000 £50,000 £54,784
% change year-on-year +10.00% -8.73% -0.39%

Amazon SageMaker
Job Vacancy Trend

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

Amazon SageMaker job vacancy trend in the UK

Amazon SageMaker
Salary Trend

Salary distribution trend for jobs in the UK citing Amazon SageMaker.

Salary distribution trend for jobs in the UK citing Amazon SageMaker

Amazon SageMaker
Salary Histogram

Salary distribution for jobs citing Amazon SageMaker over the 6 months to 15 August 2026.

Salary histogram for Amazon SageMaker in the UK

Amazon SageMaker
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon SageMaker within the UK over the 6 months to 15 August 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -116 18 £85,000 +13.33% 109
UK excluding London -103 17 £107,500 +59.26% 43
Work from Home -35 13 £110,000 +158.82% 38
London -73 8 £82,500 -5.71% 85
North of England - 7 £110,000 - 13
Scotland +1 6 £110,000 +41.94% 8
North West - 4 £70,000 - 8
Yorkshire - 3 £110,000 - 4
Wales - 2 £105,000 - 1
West Midlands -27 1 £65,000 -3.70% 4
South East -28 1 £67,000 +57.65% 5
Midlands -32 1 £65,000 -3.70% 4

Amazon SageMaker
Co-Occurring Skills & Capabilities 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 1 (3.45%) Apache Airflow
Applications
1 1 (3.45%) Chatbot
Cloud Services
1 27 (93.10%) AWS
2 18 (62.07%) Amazon Bedrock
3 16 (55.17%) Azure
4 9 (31.03%) Azure AI
4 9 (31.03%) Azure Machine Learning
5 8 (27.59%) Amazon S3
5 8 (27.59%) Serverless
6 5 (17.24%) AWS Lambda
7 4 (13.79%) Amazon EKS
7 4 (13.79%) GCP
7 4 (13.79%) SaaS
7 4 (13.79%) Snowflake
8 3 (10.34%) GitHub
8 3 (10.34%) GitHub Actions
8 3 (10.34%) Vertex AI
9 2 (6.90%) Amazon ECS
9 2 (6.90%) GitHub Copilot
9 2 (6.90%) Virtual Private Cloud
10 1 (3.45%) dbt
10 1 (3.45%) Power Platform
Database & Business Intelligence
1 3 (10.34%) Amazon Athena
1 3 (10.34%) Amazon Redshift
1 3 (10.34%) DynamoDB
1 3 (10.34%) PostgreSQL
2 2 (6.90%) Amazon RDS
2 2 (6.90%) Pinecone
2 2 (6.90%) Redis
3 1 (3.45%) Electronic Patient Records
3 1 (3.45%) Metadata
3 1 (3.45%) NoSQL
3 1 (3.45%) TimescaleDB
Development Applications
1 3 (10.34%) MLflow
2 2 (6.90%) RSpec
3 1 (3.45%) Git
3 1 (3.45%) Jenkins
General
1 13 (44.83%) Finance
2 12 (41.38%) Social Skills
3 9 (31.03%) Inclusion and Diversity
4 7 (24.14%) Law
5 4 (13.79%) Analytical Skills
5 4 (13.79%) Marketing
6 2 (6.90%) Financial Institution
6 2 (6.90%) Legal
6 2 (6.90%) Tech for Good
7 1 (3.45%) Advertising
7 1 (3.45%) Banking
7 1 (3.45%) Investment Banking
7 1 (3.45%) Publishing
Job Titles
1 15 (51.72%) Lead
2 6 (20.69%) Artificial Intelligence Consultant
2 6 (20.69%) Consultant
2 6 (20.69%) Principal Consultant
3 5 (17.24%) Data Scientist
3 5 (17.24%) Lead Data Scientist
3 5 (17.24%) Senior Data Scientist
4 3 (10.34%) Lead Software Engineer
4 3 (10.34%) Reliability Engineer
4 3 (10.34%) Software Engineer
5 2 (6.90%) Engineering Manager
5 2 (6.90%) Senior
6 1 (3.45%) Artificial Intelligence Architect
6 1 (3.45%) Artificial Intelligence Specialist
6 1 (3.45%) Data Engineer
6 1 (3.45%) DataOps Engineer
6 1 (3.45%) Gen AI Engineer
6 1 (3.45%) Lead Architect
6 1 (3.45%) Lead Data Engineer
6 1 (3.45%) Senior Data Warehouse Specialist
Libraries, Frameworks & Software Standards
1 9 (31.03%) LangChain
2 6 (20.69%) PyTorch
2 6 (20.69%) TensorFlow
3 5 (17.24%) LangGraph
3 5 (17.24%) scikit-learn
4 4 (13.79%) Pandas
5 3 (10.34%) CrewAI
5 3 (10.34%) Model Context Protocol
5 3 (10.34%) NumPy
5 3 (10.34%) OpenTelemetry
5 3 (10.34%) Ray
5 3 (10.34%) vLLM
6 2 (6.90%) BentoML
6 2 (6.90%) Blazor
6 2 (6.90%) Ember.js
6 2 (6.90%) Node.js
6 2 (6.90%) Playwright
6 2 (6.90%) Sidekiq
6 2 (6.90%) Tailwind CSS
6 2 (6.90%) WebAssembly
Miscellaneous
1 11 (37.93%) AI Agents
2 4 (13.79%) Algorithms
2 4 (13.79%) Cloud Native
3 2 (6.90%) Distributed Systems
4 1 (3.45%) Enterprise Software
4 1 (3.45%) IoT
Operating Systems
1 3 (10.34%) Linux
2 1 (3.45%) Unix
Processes & Methodologies
1 26 (89.66%) Machine Learning
2 25 (86.21%) AI
3 17 (58.62%) CI/CD
3 17 (58.62%) LLM
4 16 (55.17%) MLOps
5 15 (51.72%) Mentoring
6 14 (48.28%) Software Engineering
7 13 (44.83%) Observability
8 11 (37.93%) Generative AI
8 11 (37.93%) Stakeholder Management
8 11 (37.93%) Technical Leadership
9 10 (34.48%) Data Science
9 10 (34.48%) Decision-Making
10 9 (31.03%) Artificial Intelligence Engineering
10 9 (31.03%) Infrastructure as Code
10 9 (31.03%) Retrieval-Augmented Generation
11 8 (27.59%) Analytics
11 8 (27.59%) Containerisation
11 8 (27.59%) Continuous Improvement
12 7 (24.14%) Stakeholder Engagement
Programming Languages
1 24 (82.76%) Python
2 7 (24.14%) SQL
3 2 (6.90%) Java
3 2 (6.90%) JavaScript
3 2 (6.90%) Ruby
3 2 (6.90%) TypeScript
4 1 (3.45%) C++
4 1 (3.45%) Scala
4 1 (3.45%) Shell Script
Qualifications
1 3 (10.34%) Microsoft Certified Professional
2 1 (3.45%) Degree
2 1 (3.45%) Master's Degree
2 1 (3.45%) PhD
2 1 (3.45%) Security Cleared
Quality Assurance & Compliance
1 2 (6.90%) Data Quality
System Software
1 7 (24.14%) Docker
Systems Management
1 10 (34.48%) Kubernetes
2 6 (20.69%) Terraform
3 3 (10.34%) Grafana
3 3 (10.34%) Prometheus
4 2 (6.90%) Ansible
4 2 (6.90%) Bugsnag
4 2 (6.90%) Kubeflow
4 2 (6.90%) Packer
Vendors
1 11 (37.93%) Databricks
2 7 (24.14%) Foundry
3 4 (13.79%) Google
3 4 (13.79%) NVIDIA
4 3 (10.34%) OpenAI
5 2 (6.90%) New Relic
6 1 (3.45%) Dataiku
6 1 (3.45%) DataRobot
6 1 (3.45%) Spotify