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 10 October 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Oct 2026
Same period 2025 Same period 2024
Rank 773 613 736
Rank change year-on-year -160 +123 -2
Permanent jobs citing Amazon SageMaker 32 54 16
As % of all permanent jobs in the UK 0.027% 0.11% 0.022%
As % of the Cloud Services category 0.12% 0.35% 0.068%
Number of salaries quoted 16 30 4
10th Percentile £68,750 £38,750 £78,500
25th Percentile £95,313 £60,000 £87,500
Median annual salary (50th Percentile) £107,500 £75,000 £107,500
Median % change year-on-year +43.33% -30.23% +30.30%
75th Percentile £115,000 £95,000 £121,563
90th Percentile £116,875 £98,750 £124,375
UK excluding London median annual salary £110,000 £71,000 -
% change year-on-year +54.93% - -

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 26,771 15,512 23,374
As % of all permanent jobs advertised in the UK 22.67% 31.38% 32.17%
Number of salaries quoted 18,306 10,433 14,199
10th Percentile £31,250 £29,000 £35,000
25th Percentile £43,010 £38,500 £46,250
Median annual salary (50th Percentile) £62,500 £59,000 £64,000
Median % change year-on-year +5.93% -7.81% +2.40%
75th Percentile £83,750 £80,000 £82,500
90th Percentile £100,000 £100,000 £102,500
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 10 October 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 10 October 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 -151 21 £97,500 +30.00% 149
Work from Home -46 15 £110,000 +125.64% 45
London -64 14 £96,250 +28.33% 115
UK excluding London -136 14 £110,000 +54.93% 53
Scotland +9 6 £110,000 +41.94% 13
North of England -55 4 £110,000 +54.93% 16
Yorkshire -28 3 £110,000 +54.93% 5
Wales - 2 £105,000 - 2
Midlands -41 1 £54,500 -19.26% 9
West Midlands -46 1 £54,500 -19.26% 3
South East -57 1 £75,000 +76.47% 5
North West - 1 £112,500 - 9

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 2 (6.25%) nginx
2 1 (3.13%) Apache Airflow
2 1 (3.13%) Apache Spark
Applications
1 1 (3.13%) Chatbot
Cloud Services
1 30 (93.75%) AWS
2 20 (62.50%) Azure
3 18 (56.25%) Amazon Bedrock
4 10 (31.25%) Azure Machine Learning
5 9 (28.13%) Azure AI
5 9 (28.13%) GCP
6 6 (18.75%) Snowflake
7 5 (15.63%) Amazon EKS
7 5 (15.63%) Amazon S3
7 5 (15.63%) Serverless
8 4 (12.50%) dbt
8 4 (12.50%) SaaS
8 4 (12.50%) Vertex AI
9 3 (9.38%) Amazon ECS
9 3 (9.38%) AWS Lambda
10 2 (6.25%) Amazon EC2
10 2 (6.25%) GitHub
10 2 (6.25%) GitHub Actions
10 2 (6.25%) GitHub Copilot
10 2 (6.25%) Virtual Private Cloud
Communications & Networking
1 2 (6.25%) OpenVPN
1 2 (6.25%) VPN
Database & Business Intelligence
1 4 (12.50%) Amazon RDS
1 4 (12.50%) Metadata
1 4 (12.50%) PostgreSQL
2 3 (9.38%) Amazon Redshift
3 2 (6.25%) Big Data
3 2 (6.25%) DynamoDB
3 2 (6.25%) Pinecone
3 2 (6.25%) Redis
4 1 (3.13%) Electronic Patient Records
Development Applications
1 5 (15.63%) MLflow
2 2 (6.25%) GitLab
2 2 (6.25%) Jenkins
2 2 (6.25%) RSpec
3 1 (3.13%) Git
General
1 15 (46.88%) Finance
2 14 (43.75%) Social Skills
3 9 (28.13%) Inclusion and Diversity
4 7 (21.88%) Law
4 7 (21.88%) Legal
4 7 (21.88%) Marketing
5 3 (9.38%) Analytical Skills
5 3 (9.38%) Influencing Skills
5 3 (9.38%) Retail
6 2 (6.25%) Financial Institution
6 2 (6.25%) Manufacturing
6 2 (6.25%) Presentation Skills
6 2 (6.25%) Tech for Good
6 2 (6.25%) Telecoms
7 1 (3.13%) Advertising
7 1 (3.13%) Banking
7 1 (3.13%) Investment Banking
7 1 (3.13%) Publishing
Job Titles
1 11 (34.38%) Lead
2 6 (18.75%) Artificial Intelligence Consultant
2 6 (18.75%) Consultant
2 6 (18.75%) Principal Consultant
3 5 (15.63%) Architect
4 3 (9.38%) Data Architect
4 3 (9.38%) Lead Software Engineer
4 3 (9.38%) Reliability Engineer
4 3 (9.38%) Senior
4 3 (9.38%) Software Engineer
5 2 (6.25%) Data Scientist
5 2 (6.25%) DevOps Engineer
5 2 (6.25%) Engineering Manager
5 2 (6.25%) Lead Data Scientist
5 2 (6.25%) Senior Architect
5 2 (6.25%) Senior Data Scientist
5 2 (6.25%) Senior Solutions Architect
5 2 (6.25%) Solutions Architect
6 1 (3.13%) Artificial Intelligence Engineer
6 1 (3.13%) Senior Data Warehouse Specialist
Libraries, Frameworks & Software Standards
1 9 (28.13%) LangChain
2 7 (21.88%) PyTorch
2 7 (21.88%) TensorFlow
2 7 (21.88%) Terraform
3 5 (15.63%) LangGraph
3 5 (15.63%) vLLM
4 4 (12.50%) .NET
4 4 (12.50%) CrewAI
5 3 (9.38%) Model Context Protocol
5 3 (9.38%) OpenTelemetry
5 3 (9.38%) Ray
6 2 (6.25%) BentoML
6 2 (6.25%) Blazor
6 2 (6.25%) Hugging Face
6 2 (6.25%) ONNX
6 2 (6.25%) OpenVINO
6 2 (6.25%) Playwright
6 2 (6.25%) React
6 2 (6.25%) scikit-learn
6 2 (6.25%) Sidekiq
Miscellaneous
1 12 (37.50%) AI Agents
2 4 (12.50%) Cloud Native
3 3 (9.38%) Algorithms
4 2 (6.25%) Distributed Systems
5 1 (3.13%) Enterprise Software
Operating Systems
1 4 (12.50%) Linux
2 2 (6.25%) Windows
Processes & Methodologies
1 31 (96.88%) AI
2 28 (87.50%) Machine Learning
3 21 (65.63%) LLM
4 20 (62.50%) CI/CD
5 19 (59.38%) MLOps
6 15 (46.88%) Observability
6 15 (46.88%) Software Engineering
7 13 (40.63%) Analytics
8 11 (34.38%) Generative AI
8 11 (34.38%) Retrieval-Augmented Generation
8 11 (34.38%) Stakeholder Management
9 10 (31.25%) Decision-Making
9 10 (31.25%) Infrastructure as Code
9 10 (31.25%) Mentoring
9 10 (31.25%) Technical Leadership
10 9 (28.13%) Artificial Intelligence Engineering
10 9 (28.13%) Containerisation
10 9 (28.13%) Continuous Improvement
10 9 (28.13%) Stakeholder Engagement
11 8 (25.00%) Data Science
Programming Languages
1 28 (87.50%) Python
2 7 (21.88%) SQL
3 4 (12.50%) JavaScript
4 3 (9.38%) Java
5 2 (6.25%) C#
5 2 (6.25%) Groovy
5 2 (6.25%) Ruby
5 2 (6.25%) TypeScript
Qualifications
1 4 (12.50%) Security Cleared
2 3 (9.38%) Degree
2 3 (9.38%) Master's Degree
2 3 (9.38%) Microsoft Certified Professional
2 3 (9.38%) SC Cleared
3 2 (6.25%) Computer Science Degree
4 1 (3.13%) AWS Certification
4 1 (3.13%) PhD
Quality Assurance & Compliance
1 5 (15.63%) GDPR
2 2 (6.25%) Data Quality
2 2 (6.25%) EU AI Act
System Software
1 10 (31.25%) Docker
2 2 (6.25%) Virtual Desktop
Systems Management
1 11 (34.38%) Kubernetes
2 4 (12.50%) Kubeflow
3 3 (9.38%) Grafana
3 3 (9.38%) Prometheus
4 2 (6.25%) Ansible
4 2 (6.25%) Bugsnag
4 2 (6.25%) Kibana
4 2 (6.25%) Packer
Vendors
1 11 (34.38%) Databricks
2 7 (21.88%) Foundry
3 3 (9.38%) Google
3 3 (9.38%) NVIDIA
4 2 (6.25%) New Relic
4 2 (6.25%) OpenAI
5 1 (3.13%) Spotify