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 2 December 2025, with comparisons to the same periods in the previous two years.

6 months to
2 Dec 2025
Same period 2024 Same period 2023
Rank 584 720 701
Rank change year-on-year +136 -19 +302
Permanent jobs citing Amazon SageMaker 59 22 10
As % of all permanent jobs in the UK 0.11% 0.034% 0.020%
As % of the Cloud Services category 0.33% 0.10% 0.046%
Number of salaries quoted 26 9 3
10th Percentile £38,750 £77,750 -
25th Percentile £66,688 - £55,000
Median annual salary (50th Percentile) £75,000 £80,000 £60,000
Median % change year-on-year -6.25% +33.33% -14.29%
75th Percentile £95,000 £97,500 £70,000
90th Percentile £98,125 £105,250 £73,000
UK excluding London median annual salary £74,250 £80,000 £60,000
% change year-on-year -7.19% +33.33% -7.69%

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 17,743 21,823 21,616
As % of all permanent jobs advertised in the UK 32.70% 34.14% 42.74%
Number of salaries quoted 11,138 13,257 18,194
10th Percentile £28,750 £35,000 £32,750
25th Percentile £38,000 £46,250 £45,000
Median annual salary (50th Percentile) £60,000 £63,500 £62,500
Median % change year-on-year -5.51% +1.60% -2.34%
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 £53,500
% change year-on-year -9.09% +2.80% -2.73%

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 2 December 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 2 December 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 +150 55 £75,000 -21.05% 22
London +105 41 £75,000 -21.05% 19
UK excluding London +95 15 £74,250 -7.19% 11
Work from Home +91 9 £48,750 -48.68% 9
South West +26 5 £95,000 -
South East +38 3 £42,500 - 5
Scotland +10 3 £95,000 -5.00% 3
North of England +44 2 £74,250 -25.75% 2
North West +48 1 £77,500 -22.50% 2
East of England +28 1 £42,500 -41.38%
Yorkshire - 1 £71,000 -
Midlands - 1 £67,500 - 1
West Midlands - 1 £67,500 - 1

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 (6.78%) Apache Spark
2 3 (5.08%) Apache Airflow
3 2 (3.39%) SAS
4 1 (1.69%) Apache Solr
Applications
1 1 (1.69%) Chatbot
Business Applications
1 4 (6.78%) Dynamics CRM
Cloud Services
1 59 (100.00%) AWS
2 34 (57.63%) Azure
3 24 (40.68%) Vertex AI
4 21 (35.59%) Azure AI
5 19 (32.20%) AWS Lambda
5 19 (32.20%) Serverless
6 17 (28.81%) Amazon S3
7 12 (20.34%) GCP
7 12 (20.34%) Snowflake
8 11 (18.64%) GitHub
8 11 (18.64%) GitHub Actions
9 10 (16.95%) Amazon Bedrock
9 10 (16.95%) Amazon EC2
9 10 (16.95%) Amazon EKS
10 9 (15.25%) Amazon ECS
10 9 (15.25%) AWS Step Functions
10 9 (15.25%) Azure Machine Learning
11 7 (11.86%) AWS CloudFormation
12 6 (10.17%) SaaS
13 5 (8.47%) Power Platform
Database & Business Intelligence
1 8 (13.56%) Amazon Redshift
1 8 (13.56%) Data Warehouse
2 6 (10.17%) DynamoDB
2 6 (10.17%) PostgreSQL
3 5 (8.47%) Data Lake
3 5 (8.47%) Looker
3 5 (8.47%) NoSQL
3 5 (8.47%) Power BI
3 5 (8.47%) Tableau
4 4 (6.78%) Amazon Aurora
4 4 (6.78%) Amazon RDS
4 4 (6.78%) BigQuery
4 4 (6.78%) SQL Server
5 3 (5.08%) Amazon Athena
5 3 (5.08%) Big Data
6 2 (3.39%) Electronic Patient Records
6 2 (3.39%) MySQL
7 1 (1.69%) DocumentDB
7 1 (1.69%) Elasticsearch
7 1 (1.69%) Neo4j
Development Applications
1 10 (16.95%) Jenkins
2 9 (15.25%) Git
3 5 (8.47%) MLflow
4 3 (5.08%) Locust
4 3 (5.08%) Selenium
5 2 (3.39%) Spinnaker
General
1 39 (66.10%) Finance
2 33 (55.93%) Marketing
3 25 (42.37%) Retail
4 21 (35.59%) Banking
4 21 (35.59%) Pharmaceutical
5 14 (23.73%) Social Skills
6 7 (11.86%) Inclusion and Diversity
6 7 (11.86%) Law
7 4 (6.78%) Analytical Skills
8 3 (5.08%) Public Sector
9 1 (1.69%) Electronics
9 1 (1.69%) Legal
9 1 (1.69%) Manufacturing
9 1 (1.69%) Presentation Skills
9 1 (1.69%) Telecoms
Job Titles
1 22 (37.29%) Lead
2 12 (20.34%) Data Engineer
3 7 (11.86%) Senior
4 5 (8.47%) Machine Learning Engineer
4 5 (8.47%) Software Engineer
5 4 (6.78%) Analyst
5 4 (6.78%) AWS Engineer
5 4 (6.78%) Business Intelligence Analyst
5 4 (6.78%) Python Engineer
5 4 (6.78%) Security Engineer
5 4 (6.78%) Senior Data Engineer
6 3 (5.08%) Artificial Intelligence Engineer
6 3 (5.08%) Head of AI
6 3 (5.08%) Python Software Engineer
6 3 (5.08%) Test Automation Engineer
7 2 (3.39%) Associate Engineer
7 2 (3.39%) Data Scientist
7 2 (3.39%) Senior Software Engineer
7 2 (3.39%) Software Test Engineer
7 2 (3.39%) Test Engineer
Libraries, Frameworks & Software Standards
1 9 (15.25%) Hugging Face
2 8 (13.56%) PyTorch
2 8 (13.56%) TensorFlow
3 7 (11.86%) scikit-learn
4 6 (10.17%) Kafka
4 6 (10.17%) NumPy
4 6 (10.17%) Pandas
5 5 (8.47%) LangChain
6 4 (6.78%) AWS CDK
7 3 (5.08%) Google JAX
7 3 (5.08%) JAX
7 3 (5.08%) LangGraph
7 3 (5.08%) ONNX
7 3 (5.08%) Playwright
7 3 (5.08%) pytest
8 2 (3.39%) JSON Web Signature
8 2 (3.39%) JWT
8 2 (3.39%) OAuth
8 2 (3.39%) OpenID
8 2 (3.39%) SciPy
Miscellaneous
1 21 (35.59%) Life Science
1 21 (35.59%) Pharmacovigilance
2 4 (6.78%) Algorithms
3 3 (5.08%) AI Agents
3 3 (5.08%) Cloud Native
3 3 (5.08%) Data Structures
3 3 (5.08%) Distributed Systems
3 3 (5.08%) Robotics
4 2 (3.39%) Public Cloud
5 1 (1.69%) Marketing Technology
Operating Systems
1 2 (3.39%) Unix
Processes & Methodologies
1 50 (84.75%) Machine Learning
2 49 (83.05%) AI
3 41 (69.49%) Data Science
4 35 (59.32%) Analytics
5 26 (44.07%) Computer Science
5 26 (44.07%) Use Case
6 25 (42.37%) Customer Engagement
7 23 (38.98%) Presales
8 22 (37.29%) Conversational UI
8 22 (37.29%) Enterprise Architecture
8 22 (37.29%) TOGAF
9 21 (35.59%) AI Transformation
9 21 (35.59%) Co-Creation
9 21 (35.59%) Collaborative Working
9 21 (35.59%) Conversational AI
9 21 (35.59%) Demand Forecasting
9 21 (35.59%) Fraud Detection
9 21 (35.59%) Matrix Organization
9 21 (35.59%) Personalization
9 21 (35.59%) Workshop Facilitation
Programming Languages
1 28 (47.46%) Python
2 14 (23.73%) SQL
3 6 (10.17%) Java
4 4 (6.78%) Data Analysis Expressions
4 4 (6.78%) Scala
5 3 (5.08%) Bash
6 2 (3.39%) Rust
7 1 (1.69%) Go
7 1 (1.69%) JavaScript
7 1 (1.69%) Korn
7 1 (1.69%) TypeScript
Qualifications
1 26 (44.07%) Degree
2 24 (40.68%) Master's Degree
3 23 (38.98%) Computer Science Degree
4 5 (8.47%) AWS Certification
5 3 (5.08%) PhD
6 2 (3.39%) Security Cleared
6 2 (3.39%) SnowPro
7 1 (1.69%) AWS Certified Solutions Architect
7 1 (1.69%) SC Cleared
Quality Assurance & Compliance
1 25 (42.37%) GDPR
2 21 (35.59%) EU AI Act
2 21 (35.59%) HIPAA
2 21 (35.59%) PSD2
2 21 (35.59%) Solvency II
3 6 (10.17%) Data Quality
4 4 (6.78%) NIST
5 1 (1.69%) Accessibility
System Software
1 15 (25.42%) Docker
Systems Management
1 13 (22.03%) Kubernetes
2 7 (11.86%) Terraform
3 5 (8.47%) Prometheus
4 4 (6.78%) Kubeflow
5 2 (3.39%) Ansible
5 2 (3.39%) Grafana
5 2 (3.39%) Single Sign-On
6 1 (1.69%) Argo
Vendors
1 29 (49.15%) Google
2 8 (13.56%) OpenAI
3 6 (10.17%) Databricks
4 5 (8.47%) Oracle
5 4 (6.78%) Alteryx
5 4 (6.78%) HubSpot
5 4 (6.78%) Salesforce
5 4 (6.78%) Talend
5 4 (6.78%) Zoho
6 2 (3.39%) Splunk
7 1 (1.69%) Informatica
7 1 (1.69%) Microsoft
7 1 (1.69%) OutSystems
7 1 (1.69%) Palantir
7 1 (1.69%) Red Hat
7 1 (1.69%) SAP