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 29 August 2026, with comparisons to the same periods in the previous two years.

6 months to
29 Aug 2026
Same period 2025 Same period 2024
Rank 766 618 776
Rank change year-on-year -148 +158 +7
Permanent jobs citing Amazon SageMaker 27 56 22
As % of all permanent jobs in the UK 0.025% 0.11% 0.027%
As % of the Cloud Services category 0.098% 0.35% 0.086%
Number of salaries quoted 15 27 7
10th Percentile £65,000 £38,750 £63,500
25th Percentile £80,000 £60,000 £76,250
Median annual salary (50th Percentile) £110,000 £87,500 £92,500
Median % change year-on-year +25.71% -5.41% +8.82%
75th Percentile £115,000 £97,500 £121,250
90th Percentile £117,250 £105,250 £124,000
UK excluding London median annual salary £110,000 £81,250 £92,500
% change year-on-year +35.38% -12.16% +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 27,641 16,009 25,715
As % of all permanent jobs advertised in the UK 25.25% 31.97% 31.65%
Number of salaries quoted 18,552 10,947 17,670
10th Percentile £31,250 £29,750 £32,500
25th Percentile £44,000 £39,750 £44,250
Median annual salary (50th Percentile) £62,500 £60,000 £60,000
Median % change year-on-year +4.17% - -4.37%
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 £55,000
% change year-on-year +10.00% -9.09% -

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 29 August 2026.

Salary histogram for Amazon SageMaker in the UK

Amazon SageMaker
Top 9 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 29 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 -124 16 £105,000 +40.00% 122
UK excluding London -110 15 £110,000 +35.38% 46
Work from Home -31 12 £110,000 +158.82% 41
London -73 8 £82,500 +1.54% 99
North of England - 7 £110,000 - 12
Scotland -5 6 £110,000 +41.94% 8
North West - 4 £70,000 - 8
Yorkshire - 3 £110,000 - 3
Wales - 2 £105,000 - 2

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 (3.70%) Apache Airflow
Applications
1 1 (3.70%) Chatbot
Cloud Services
1 25 (92.59%) AWS
2 18 (66.67%) Amazon Bedrock
3 16 (59.26%) Azure
4 9 (33.33%) Azure AI
4 9 (33.33%) Azure Machine Learning
5 8 (29.63%) Serverless
6 7 (25.93%) Amazon S3
7 5 (18.52%) AWS Lambda
8 4 (14.81%) Amazon EKS
8 4 (14.81%) GCP
8 4 (14.81%) SaaS
8 4 (14.81%) Snowflake
9 3 (11.11%) Vertex AI
10 2 (7.41%) Amazon ECS
10 2 (7.41%) GitHub
10 2 (7.41%) GitHub Actions
10 2 (7.41%) GitHub Copilot
10 2 (7.41%) Virtual Private Cloud
11 1 (3.70%) Anthropic Claude
11 1 (3.70%) dbt
Database & Business Intelligence
1 3 (11.11%) Amazon Athena
2 2 (7.41%) Amazon RDS
2 2 (7.41%) Amazon Redshift
2 2 (7.41%) DynamoDB
2 2 (7.41%) Pinecone
2 2 (7.41%) PostgreSQL
2 2 (7.41%) Redis
3 1 (3.70%) Electronic Patient Records
3 1 (3.70%) Metadata
Development Applications
1 3 (11.11%) MLflow
2 2 (7.41%) RSpec
3 1 (3.70%) Git
General
1 12 (44.44%) Finance
1 12 (44.44%) Social Skills
2 9 (33.33%) Inclusion and Diversity
3 7 (25.93%) Law
4 4 (14.81%) Analytical Skills
4 4 (14.81%) Marketing
5 2 (7.41%) Financial Institution
5 2 (7.41%) Legal
5 2 (7.41%) Tech for Good
6 1 (3.70%) Advertising
6 1 (3.70%) Banking
6 1 (3.70%) Investment Banking
6 1 (3.70%) Publishing
Job Titles
1 15 (55.56%) Lead
2 6 (22.22%) Artificial Intelligence Consultant
2 6 (22.22%) Consultant
2 6 (22.22%) Principal Consultant
3 5 (18.52%) Data Scientist
3 5 (18.52%) Lead Data Scientist
3 5 (18.52%) Senior Data Scientist
4 3 (11.11%) Lead Software Engineer
4 3 (11.11%) Reliability Engineer
4 3 (11.11%) Software Engineer
5 2 (7.41%) Engineering Manager
6 1 (3.70%) Architect
6 1 (3.70%) Artificial Intelligence Architect
6 1 (3.70%) Artificial Intelligence Specialist
6 1 (3.70%) Data Engineer
6 1 (3.70%) Gen AI Engineer
6 1 (3.70%) Lead Architect
6 1 (3.70%) Platform Engineer
6 1 (3.70%) Senior
6 1 (3.70%) Senior Data Warehouse Specialist
Libraries, Frameworks & Software Standards
1 9 (33.33%) LangChain
2 6 (22.22%) PyTorch
2 6 (22.22%) TensorFlow
3 5 (18.52%) LangGraph
3 5 (18.52%) scikit-learn
3 5 (18.52%) Terraform
4 4 (14.81%) Pandas
5 3 (11.11%) CrewAI
5 3 (11.11%) Model Context Protocol
5 3 (11.11%) NumPy
5 3 (11.11%) OpenTelemetry
5 3 (11.11%) Ray
5 3 (11.11%) vLLM
6 2 (7.41%) AngularJS
6 2 (7.41%) BentoML
6 2 (7.41%) Blazor
6 2 (7.41%) Ember.js
6 2 (7.41%) Node.js
6 2 (7.41%) Playwright
6 2 (7.41%) Sidekiq
Miscellaneous
1 11 (40.74%) AI Agents
2 3 (11.11%) Algorithms
2 3 (11.11%) Cloud Native
3 2 (7.41%) Distributed Systems
4 1 (3.70%) Enterprise Software
Operating Systems
1 2 (7.41%) Linux
Processes & Methodologies
1 25 (92.59%) Machine Learning
2 24 (88.89%) AI
3 17 (62.96%) LLM
4 16 (59.26%) MLOps
5 15 (55.56%) CI/CD
6 14 (51.85%) Mentoring
6 14 (51.85%) Software Engineering
7 12 (44.44%) Observability
8 11 (40.74%) Generative AI
8 11 (40.74%) Stakeholder Management
9 10 (37.04%) Decision-Making
9 10 (37.04%) Technical Leadership
10 9 (33.33%) Artificial Intelligence Engineering
10 9 (33.33%) Data Science
10 9 (33.33%) Retrieval-Augmented Generation
11 8 (29.63%) Infrastructure as Code
12 7 (25.93%) Analytics
12 7 (25.93%) Collaborative Culture
12 7 (25.93%) Containerisation
12 7 (25.93%) Workflow
Programming Languages
1 22 (81.48%) Python
2 6 (22.22%) SQL
3 2 (7.41%) Java
3 2 (7.41%) JavaScript
3 2 (7.41%) Ruby
3 2 (7.41%) TypeScript
Qualifications
1 3 (11.11%) Microsoft Certified Professional
2 1 (3.70%) Degree
2 1 (3.70%) Master's Degree
2 1 (3.70%) PhD
2 1 (3.70%) Security Cleared
Quality Assurance & Compliance
1 2 (7.41%) Data Quality
System Software
1 5 (18.52%) Docker
Systems Management
1 9 (33.33%) Kubernetes
2 3 (11.11%) Grafana
2 3 (11.11%) Prometheus
3 2 (7.41%) Ansible
3 2 (7.41%) Bugsnag
3 2 (7.41%) Kubeflow
3 2 (7.41%) Packer
Vendors
1 11 (40.74%) Databricks
2 7 (25.93%) Foundry
3 4 (14.81%) Google
4 3 (11.11%) NVIDIA
4 3 (11.11%) OpenAI
5 2 (7.41%) New Relic
6 1 (3.70%) Dataiku
6 1 (3.70%) DataRobot
6 1 (3.70%) Spotify