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 3 months leading up to 29 November 2025, with comparisons to the same periods in the previous two years.

3 months to
29 Nov 2025
Same period 2024 Same period 2023
Rank 444 534 484
Rank change year-on-year +90 -50 +242
Permanent jobs citing Amazon SageMaker 28 13 10
As % of all permanent jobs in the UK 0.094% 0.044% 0.044%
As % of the Cloud Services category 0.27% 0.11% 0.10%
Number of salaries quoted 6 7 3
10th Percentile £60,250 £75,500 -
25th Percentile £68,000 - £55,000
Median annual salary (50th Percentile) £73,000 £80,000 £60,000
Median % change year-on-year -8.75% +33.33% -14.29%
75th Percentile £80,313 £97,500 £70,000
90th Percentile £86,250 £98,500 £73,000
UK excluding London median annual salary £74,250 £80,000 £60,000
% change year-on-year -7.19% +33.33% -14.29%

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 10,325 11,355 9,959
As % of all permanent jobs advertised in the UK 34.79% 38.55% 43.41%
Number of salaries quoted 5,952 6,548 8,304
10th Percentile £28,250 £33,000 £32,500
25th Percentile £37,500 £46,000 £45,000
Median annual salary (50th Percentile) £57,500 £62,500 £60,000
Median % change year-on-year -8.00% +4.17% -7.69%
75th Percentile £80,000 £82,500 £82,500
90th Percentile £97,500 £100,000 £102,500
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% -4.55%

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 3 months to 29 November 2025.

Salary histogram for Amazon SageMaker in the UK

Amazon SageMaker
Top 8 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 3 months to 29 November 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +96 27 £73,000 -23.16% 14
London +73 24 £71,000 -25.26% 12
UK excluding London +46 3 £74,250 -7.19% 7
North of England +16 2 £74,250 -25.75%
Work from Home +66 1 £55,000 -42.11% 2
North West +28 1 £77,500 -22.50%
Scotland -3 1 - -
Yorkshire - 1 £71,000 -

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 4 (6.25%) Apache Spark
2 3 (4.69%) Apache Airflow
3 2 (3.13%) SAS
4 1 (1.56%) Apache Solr
Applications
1 1 (1.56%) Chatbot
Business Applications
1 4 (6.25%) Dynamics CRM
Cloud Services
1 64 (100.00%) AWS
2 34 (53.13%) Azure
3 25 (39.06%) AWS Lambda
3 25 (39.06%) Serverless
4 24 (37.50%) Vertex AI
5 22 (34.38%) Amazon S3
6 21 (32.81%) Azure AI
7 14 (21.88%) Amazon Bedrock
7 14 (21.88%) Amazon EKS
7 14 (21.88%) Snowflake
8 13 (20.31%) Amazon ECS
9 11 (17.19%) Amazon EC2
9 11 (17.19%) GCP
9 11 (17.19%) GitHub
9 11 (17.19%) GitHub Actions
10 10 (15.63%) AWS Step Functions
11 9 (14.06%) Azure Machine Learning
12 8 (12.50%) AWS CloudFormation
13 6 (9.38%) Power Platform
13 6 (9.38%) SaaS
Database & Business Intelligence
1 9 (14.06%) PostgreSQL
2 8 (12.50%) Amazon Redshift
2 8 (12.50%) Data Warehouse
3 7 (10.94%) DynamoDB
4 6 (9.38%) Amazon Aurora
4 6 (9.38%) Power BI
5 5 (7.81%) Amazon RDS
5 5 (7.81%) Data Lake
5 5 (7.81%) Looker
5 5 (7.81%) Tableau
6 4 (6.25%) Amazon Athena
6 4 (6.25%) BigQuery
6 4 (6.25%) NoSQL
6 4 (6.25%) SQL Server
7 3 (4.69%) Big Data
7 3 (4.69%) Electronic Patient Records
7 3 (4.69%) MySQL
8 1 (1.56%) Elasticsearch
8 1 (1.56%) MongoDB
8 1 (1.56%) Neo4j
Development Applications
1 13 (20.31%) Jenkins
2 9 (14.06%) Git
3 5 (7.81%) Locust
3 5 (7.81%) Selenium
4 4 (6.25%) MLflow
5 3 (4.69%) Spinnaker
General
1 42 (65.63%) Finance
2 37 (57.81%) Marketing
3 25 (39.06%) Retail
4 21 (32.81%) Banking
4 21 (32.81%) Pharmaceutical
5 15 (23.44%) Social Skills
6 11 (17.19%) Inclusion and Diversity
6 11 (17.19%) Law
7 6 (9.38%) Analytical Skills
8 3 (4.69%) Public Sector
9 1 (1.56%) Electronics
9 1 (1.56%) Legal
9 1 (1.56%) Manufacturing
9 1 (1.56%) Presentation Skills
9 1 (1.56%) Telecoms
Job Titles
1 22 (34.38%) Lead
2 14 (21.88%) Data Engineer
3 8 (12.50%) Senior
3 8 (12.50%) Software Engineer
4 6 (9.38%) Python Engineer
5 5 (7.81%) AWS Engineer
5 5 (7.81%) Machine Learning Engineer
5 5 (7.81%) Python Software Engineer
5 5 (7.81%) Security Engineer
5 5 (7.81%) Test Automation Engineer
6 4 (6.25%) Analyst
6 4 (6.25%) Business Intelligence Analyst
6 4 (6.25%) Senior Data Engineer
7 3 (4.69%) Artificial Intelligence Engineer
7 3 (4.69%) Associate Engineer
7 3 (4.69%) AWS Data Engineer
7 3 (4.69%) Head of AI
7 3 (4.69%) Senior Software Engineer
7 3 (4.69%) Software Test Engineer
7 3 (4.69%) Test Engineer
Libraries, Frameworks & Software Standards
1 9 (14.06%) Hugging Face
1 9 (14.06%) PyTorch
1 9 (14.06%) TensorFlow
2 7 (10.94%) scikit-learn
3 6 (9.38%) LangChain
3 6 (9.38%) NumPy
3 6 (9.38%) Pandas
4 5 (7.81%) AWS CDK
4 5 (7.81%) Kafka
4 5 (7.81%) Playwright
4 5 (7.81%) pytest
5 4 (6.25%) LangGraph
6 3 (4.69%) FastAPI
6 3 (4.69%) Google JAX
6 3 (4.69%) JAX
6 3 (4.69%) JSON Web Signature
6 3 (4.69%) JWT
6 3 (4.69%) OAuth
6 3 (4.69%) ONNX
6 3 (4.69%) OpenID
Miscellaneous
1 21 (32.81%) Life Science
1 21 (32.81%) Pharmacovigilance
2 4 (6.25%) AI Agents
2 4 (6.25%) Algorithms
3 3 (4.69%) Cloud Native
3 3 (4.69%) Data Structures
3 3 (4.69%) Distributed Systems
3 3 (4.69%) Public Cloud
3 3 (4.69%) Robotics
4 1 (1.56%) Marketing Technology
4 1 (1.56%) Replication
Operating Systems
1 2 (3.13%) Unix
Processes & Methodologies
1 53 (82.81%) AI
1 53 (82.81%) Machine Learning
2 43 (67.19%) Data Science
3 38 (59.38%) Analytics
4 27 (42.19%) Computer Science
5 26 (40.63%) Use Case
6 25 (39.06%) Customer Engagement
7 23 (35.94%) CI/CD
7 23 (35.94%) Presales
8 22 (34.38%) Conversational UI
8 22 (34.38%) Enterprise Architecture
8 22 (34.38%) Software Engineering
8 22 (34.38%) TOGAF
9 21 (32.81%) Co-Creation
9 21 (32.81%) Collaborative Working
9 21 (32.81%) Demand Forecasting
9 21 (32.81%) Fraud Detection
9 21 (32.81%) Matrix Organization
9 21 (32.81%) Personalization
9 21 (32.81%) Workshop Facilitation
Programming Languages
1 33 (51.56%) Python
2 14 (21.88%) SQL
3 6 (9.38%) Java
4 4 (6.25%) Data Analysis Expressions
4 4 (6.25%) Scala
5 3 (4.69%) Bash
5 3 (4.69%) Rust
6 1 (1.56%) Go
6 1 (1.56%) JavaScript
6 1 (1.56%) TypeScript
Qualifications
1 27 (42.19%) Degree
2 24 (37.50%) Computer Science Degree
2 24 (37.50%) Master's Degree
3 5 (7.81%) AWS Certification
4 3 (4.69%) PhD
5 2 (3.13%) Security Cleared
5 2 (3.13%) SnowPro
6 1 (1.56%) AWS Certified Solutions Architect
6 1 (1.56%) SC Cleared
Quality Assurance & Compliance
1 26 (40.63%) GDPR
2 21 (32.81%) EU AI Act
2 21 (32.81%) HIPAA
2 21 (32.81%) PSD2
2 21 (32.81%) Solvency II
3 6 (9.38%) Data Quality
4 5 (7.81%) NIST
5 1 (1.56%) Accessibility
5 1 (1.56%) QA
System Software
1 17 (26.56%) Docker
Systems Management
1 16 (25.00%) Kubernetes
2 7 (10.94%) Terraform
3 6 (9.38%) Prometheus
4 4 (6.25%) Kubeflow
5 3 (4.69%) Ansible
5 3 (4.69%) Grafana
5 3 (4.69%) Single Sign-On
6 1 (1.56%) Argo
Vendors
1 29 (45.31%) Google
2 9 (14.06%) OpenAI
3 8 (12.50%) Databricks
4 7 (10.94%) Oracle
5 4 (6.25%) Alteryx
5 4 (6.25%) HubSpot
5 4 (6.25%) Salesforce
5 4 (6.25%) Talend
5 4 (6.25%) Zoho
6 3 (4.69%) Splunk
7 1 (1.56%) Informatica
7 1 (1.56%) Microsoft
7 1 (1.56%) OutSystems
7 1 (1.56%) Palantir
7 1 (1.56%) Red Hat
7 1 (1.56%) SAP