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 7 November 2025, with comparisons to the same periods in the previous two years.

6 months to
7 Nov 2025
Same period 2024 Same period 2023
Rank 594 724 727
Rank change year-on-year +130 +3 +267
Permanent jobs citing Amazon SageMaker 72 18 10
As % of all permanent jobs in the UK 0.14% 0.026% 0.019%
As % of the Cloud Services category 0.45% 0.082% 0.044%
Number of salaries quoted 28 4 4
10th Percentile £38,750 - -
25th Percentile £60,000 £92,500 £55,000
Median annual salary (50th Percentile) £75,000 £97,500 £70,000
Median % change year-on-year -23.08% +39.29% -
75th Percentile £95,000 £106,563 £81,875
90th Percentile £97,875 £118,375 £85,250
UK excluding London median annual salary £71,000 £100,000 £70,000
% change year-on-year -29.00% +42.86% -

All Cloud 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 16,048 22,067 22,863
As % of all permanent jobs advertised in the UK 31.64% 32.42% 43.02%
Number of salaries quoted 11,107 13,314 19,150
10th Percentile £28,697 £35,000 £33,000
25th Percentile £37,500 £47,500 £45,000
Median annual salary (50th Percentile) £57,500 £65,000 £62,500
Median % change year-on-year -11.54% +4.00% -
75th Percentile £80,000 £82,500 £82,500
90th Percentile £100,000 £100,000 £100,000
UK excluding London median annual salary £50,000 £55,000 £54,545
% change year-on-year -9.09% +0.83% -0.83%

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 7 November 2025.

Salary histogram for Amazon SageMaker in the UK

Amazon SageMaker
Top 13 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 7 November 2025. 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 +154 67 £75,000 -23.08% 174
London +87 49 £75,000 -21.05% 101
UK excluding London +72 21 £71,000 -29.00% 110
South West +49 10 £77,500 - 2
Work from Home +63 8 £48,750 -48.68% 115
Scotland 0 6 £77,500 -22.50% 8
South East +31 3 £42,500 - 70
North of England +17 2 £74,250 -25.75% 27
East of England +32 1 £42,500 - 2
North West +23 1 £77,500 -22.50% 22
Midlands - 1 £67,500 - 1
Yorkshire - 1 £71,000 - 5
West Midlands - 1 £67,500 -

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 5 (6.94%) Apache Airflow
1 5 (6.94%) Apache Spark
2 1 (1.39%) Apache Solr
2 1 (1.39%) SAS
Applications
1 1 (1.39%) Chatbot
Business Applications
1 4 (5.56%) Dynamics CRM
Cloud Services
1 70 (97.22%) AWS
2 36 (50.00%) Azure
3 30 (41.67%) AWS Lambda
3 30 (41.67%) Serverless
4 26 (36.11%) Amazon S3
5 24 (33.33%) Vertex AI
6 21 (29.17%) Azure AI
7 18 (25.00%) Amazon Bedrock
7 18 (25.00%) Amazon EKS
8 17 (23.61%) Amazon ECS
9 16 (22.22%) Snowflake
10 12 (16.67%) Amazon EC2
10 12 (16.67%) GCP
11 11 (15.28%) GitHub
11 11 (15.28%) GitHub Actions
12 10 (13.89%) AWS Step Functions
12 10 (13.89%) Azure Machine Learning
13 9 (12.50%) AWS CloudFormation
14 7 (9.72%) Power Platform
15 5 (6.94%) SaaS
Database & Business Intelligence
1 11 (15.28%) PostgreSQL
2 8 (11.11%) Amazon Aurora
2 8 (11.11%) Data Warehouse
2 8 (11.11%) DynamoDB
3 7 (9.72%) Amazon Redshift
3 7 (9.72%) Power BI
3 7 (9.72%) Tableau
4 6 (8.33%) Amazon RDS
4 6 (8.33%) Big Data
5 5 (6.94%) Data Lake
5 5 (6.94%) Looker
6 4 (5.56%) Amazon Athena
6 4 (5.56%) BigQuery
6 4 (5.56%) Electronic Patient Records
6 4 (5.56%) MySQL
6 4 (5.56%) NoSQL
6 4 (5.56%) SQL Server
7 2 (2.78%) Oracle ODI
7 2 (2.78%) Star Schema
8 1 (1.39%) Elasticsearch
Development Applications
1 16 (22.22%) Jenkins
2 9 (12.50%) Git
3 7 (9.72%) Locust
3 7 (9.72%) Selenium
4 4 (5.56%) MLflow
4 4 (5.56%) Spinnaker
General
1 48 (66.67%) Finance
2 41 (56.94%) Marketing
3 25 (34.72%) Retail
4 21 (29.17%) Banking
4 21 (29.17%) Pharmaceutical
5 17 (23.61%) Social Skills
6 15 (20.83%) Inclusion and Diversity
6 15 (20.83%) Law
7 9 (12.50%) Analytical Skills
8 3 (4.17%) Public Sector
9 2 (2.78%) Games
9 2 (2.78%) Presentation Skills
10 1 (1.39%) Czech Language
10 1 (1.39%) Electronics
10 1 (1.39%) Legal
10 1 (1.39%) Manufacturing
10 1 (1.39%) Telecoms
Job Titles
1 22 (30.56%) Lead
2 15 (20.83%) Data Engineer
3 11 (15.28%) Software Engineer
4 10 (13.89%) Senior
5 8 (11.11%) Python Engineer
6 7 (9.72%) Python Software Engineer
6 7 (9.72%) Test Automation Engineer
7 6 (8.33%) AWS Engineer
8 5 (6.94%) Machine Learning Engineer
8 5 (6.94%) Security Engineer
9 4 (5.56%) Analyst
9 4 (5.56%) Associate Engineer
9 4 (5.56%) AWS Data Engineer
9 4 (5.56%) Business Intelligence Analyst
9 4 (5.56%) Senior Data Engineer
9 4 (5.56%) Senior Software Engineer
9 4 (5.56%) Software Test Engineer
9 4 (5.56%) Test Engineer
10 3 (4.17%) Artificial Intelligence Engineer
10 3 (4.17%) Head of AI
Libraries, Frameworks & Software Standards
1 11 (15.28%) PyTorch
1 11 (15.28%) TensorFlow
2 9 (12.50%) Hugging Face
3 8 (11.11%) scikit-learn
4 7 (9.72%) Kafka
4 7 (9.72%) LangChain
4 7 (9.72%) Playwright
4 7 (9.72%) pytest
5 6 (8.33%) AWS CDK
5 6 (8.33%) NumPy
5 6 (8.33%) Pandas
6 5 (6.94%) LangGraph
7 4 (5.56%) FastAPI
7 4 (5.56%) JSON Web Signature
7 4 (5.56%) JWT
7 4 (5.56%) OAuth
7 4 (5.56%) OpenID
8 3 (4.17%) Google JAX
8 3 (4.17%) JAX
8 3 (4.17%) ONNX
Miscellaneous
1 21 (29.17%) Life Science
1 21 (29.17%) Pharmacovigilance
2 7 (9.72%) Algorithms
3 5 (6.94%) AI Agents
4 4 (5.56%) Public Cloud
5 3 (4.17%) Data Structures
5 3 (4.17%) Distributed Systems
5 3 (4.17%) Robotics
6 2 (2.78%) Cloud Native
6 2 (2.78%) Replication
7 1 (1.39%) Marketing Technology
Operating Systems
1 2 (2.78%) Unix
Processes & Methodologies
1 58 (80.56%) AI
1 58 (80.56%) Machine Learning
2 49 (68.06%) Data Science
3 41 (56.94%) Analytics
4 31 (43.06%) Computer Science
5 28 (38.89%) Software Engineering
6 26 (36.11%) CI/CD
6 26 (36.11%) Use Case
7 25 (34.72%) Customer Engagement
8 22 (30.56%) Conversational UI
8 22 (30.56%) Presales
9 21 (29.17%) Co-Creation
9 21 (29.17%) Collaborative Working
9 21 (29.17%) Data Pipeline
9 21 (29.17%) Demand Forecasting
9 21 (29.17%) DevOps
9 21 (29.17%) Fraud Detection
9 21 (29.17%) Matrix Organization
9 21 (29.17%) Personalization
9 21 (29.17%) Workshop Facilitation
Programming Languages
1 41 (56.94%) Python
2 17 (23.61%) SQL
3 7 (9.72%) Java
4 4 (5.56%) Data Analysis Expressions
4 4 (5.56%) Rust
4 4 (5.56%) Scala
5 3 (4.17%) Bash
6 1 (1.39%) Go
6 1 (1.39%) JavaScript
6 1 (1.39%) TypeScript
Qualifications
1 29 (40.28%) Degree
2 25 (34.72%) Computer Science Degree
2 25 (34.72%) Master's Degree
3 4 (5.56%) AWS Certification
3 4 (5.56%) PhD
4 2 (2.78%) Security Cleared
4 2 (2.78%) SnowPro
5 1 (1.39%) DV Cleared
Quality Assurance & Compliance
1 26 (36.11%) GDPR
2 21 (29.17%) EU AI Act
2 21 (29.17%) HIPAA
2 21 (29.17%) PSD2
2 21 (29.17%) Solvency II
3 8 (11.11%) Data Quality
4 5 (6.94%) NIST
5 2 (2.78%) QA
6 1 (1.39%) Accessibility
System Software
1 20 (27.78%) Docker
Systems Management
1 20 (27.78%) Kubernetes
2 9 (12.50%) Terraform
3 7 (9.72%) Prometheus
4 4 (5.56%) Ansible
4 4 (5.56%) Grafana
4 4 (5.56%) Kubeflow
4 4 (5.56%) Single Sign-On
5 1 (1.39%) Argo
Vendors
1 29 (40.28%) Google
2 10 (13.89%) Databricks
2 10 (13.89%) OpenAI
3 8 (11.11%) Oracle
4 4 (5.56%) Alteryx
4 4 (5.56%) HubSpot
4 4 (5.56%) Salesforce
4 4 (5.56%) Splunk
4 4 (5.56%) Talend
4 4 (5.56%) Zoho
5 1 (1.39%) Informatica
5 1 (1.39%) Microsoft
5 1 (1.39%) OutSystems
5 1 (1.39%) Red Hat
5 1 (1.39%) SAP