Amazon SageMaker Job Trends

Amazon SageMaker
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Amazon SageMaker skills. It covers vacancies from the 6 months leading up to 19 September 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Sep 2025
Same period 2024 Same period 2023
Rank 620 771 771
Rank change year-on-year +151 0 +243
Permanent jobs citing Amazon SageMaker 54 20 9
As % of all permanent jobs advertised in the UK 0.11% 0.026% 0.015%
As % of the Cloud Services category 0.34% 0.081% 0.035%
Number of salaries quoted 29 5 7
10th Percentile £38,750 £59,000 -
25th Percentile £60,000 £72,500 £80,000
Median annual salary (50th Percentile) £75,000 £80,000 £85,000
Median % change year-on-year -6.25% -5.88% +21.43%
75th Percentile £95,000 £120,000 £91,250
90th Percentile £98,750 £123,750 £100,500
UK excluding London median annual salary £71,000 - £80,000
% change year-on-year - - +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 15,669 24,701 25,707
As % of all permanent jobs advertised in the UK 31.70% 31.61% 42.50%
Number of salaries quoted 10,620 15,724 21,430
10th Percentile £29,750 £34,500 £33,500
25th Percentile £39,377 £45,750 £46,250
Median annual salary (50th Percentile) £60,000 £62,500 £62,500
Median % change year-on-year -4.00% - -
75th Percentile £80,000 £82,500 £82,500
90th Percentile £101,250 £102,500 £100,000
UK excluding London median annual salary £50,000 £55,000 £55,000
% change year-on-year -9.09% - -

Amazon SageMaker
Job Vacancy Trend

Job postings citing Amazon SageMaker as a proportion of all IT jobs advertised.

Job vacancy trend for Amazon SageMaker 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 19 September 2025.

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 19 September 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 +137 48 £75,000 -3.23% 36
London +93 30 £75,000 -3.23% 26
UK excluding London +115 22 £71,000 - 25
South West +82 11 £95,000 - 3
Work from Home +83 8 £48,750 -39.06% 20
Scotland +52 7 £77,500 - 9
South East +43 3 £42,500 - 3
Midlands +48 1 £67,500 -
East of England -14 1 £42,500 - 3
North of England - 1 £71,000 - 5
Yorkshire - 1 £71,000 -
West Midlands - 1 £67,500 -

Amazon SageMaker
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 6 (11.11%) Apache Airflow
2 5 (9.26%) Apache Spark
3 1 (1.85%) SAS
Business Applications
1 4 (7.41%) Dynamics CRM
Cloud Services
1 52 (96.30%) AWS
2 32 (59.26%) AWS Lambda
2 32 (59.26%) Serverless
3 27 (50.00%) Amazon S3
4 19 (35.19%) Snowflake
5 18 (33.33%) Amazon EKS
6 17 (31.48%) Amazon ECS
7 16 (29.63%) Amazon Bedrock
7 16 (29.63%) Azure
8 12 (22.22%) Amazon EC2
8 12 (22.22%) GCP
9 11 (20.37%) AWS Step Functions
9 11 (20.37%) GitHub
9 11 (20.37%) GitHub Actions
10 10 (18.52%) Azure Machine Learning
11 9 (16.67%) AWS CloudFormation
12 7 (12.96%) Power Platform
13 5 (9.26%) SaaS
14 4 (7.41%) Amazon EMR
14 4 (7.41%) Amazon SQS
Database & Business Intelligence
1 12 (22.22%) PostgreSQL
2 8 (14.81%) Amazon Aurora
2 8 (14.81%) Data Warehouse
2 8 (14.81%) DynamoDB
3 7 (12.96%) Amazon Redshift
3 7 (12.96%) Big Data
3 7 (12.96%) Power BI
3 7 (12.96%) Tableau
4 6 (11.11%) Amazon RDS
5 5 (9.26%) Data Lake
5 5 (9.26%) Looker
6 4 (7.41%) Amazon Athena
6 4 (7.41%) BigQuery
6 4 (7.41%) Electronic Patient Records
6 4 (7.41%) MySQL
6 4 (7.41%) SQL Server
7 3 (5.56%) NoSQL
8 2 (3.70%) Oracle ODI
8 2 (3.70%) Star Schema
9 1 (1.85%) Hadoop
Development Applications
1 16 (29.63%) Jenkins
2 11 (20.37%) Git
3 7 (12.96%) Locust
3 7 (12.96%) Selenium
4 4 (7.41%) MLflow
4 4 (7.41%) Spinnaker
General
1 31 (57.41%) Finance
2 22 (40.74%) Marketing
3 16 (29.63%) Social Skills
4 15 (27.78%) Inclusion and Diversity
4 15 (27.78%) Law
5 9 (16.67%) Analytical Skills
6 5 (9.26%) Public Sector
7 4 (7.41%) Retail
8 3 (5.56%) Electronics
8 3 (5.56%) Manufacturing
8 3 (5.56%) Telecoms
9 2 (3.70%) Banking
9 2 (3.70%) Games
9 2 (3.70%) Presentation Skills
10 1 (1.85%) Czech Language
10 1 (1.85%) Legal
Job Titles
1 16 (29.63%) Data Engineer
2 11 (20.37%) Software Engineer
3 9 (16.67%) Senior
4 7 (12.96%) Python Engineer
4 7 (12.96%) Python Software Engineer
4 7 (12.96%) Test Automation Engineer
5 6 (11.11%) Security Engineer
6 5 (9.26%) AWS Engineer
6 5 (9.26%) Data Scientist
6 5 (9.26%) Machine Learning Engineer
7 4 (7.41%) Analyst
7 4 (7.41%) Associate Engineer
7 4 (7.41%) AWS Data Engineer
7 4 (7.41%) Business Intelligence Analyst
7 4 (7.41%) Senior Software Engineer
7 4 (7.41%) Software Test Engineer
7 4 (7.41%) Test Engineer
8 3 (5.56%) Head of AI
8 3 (5.56%) Senior Data Engineer
9 2 (3.70%) Artificial Intelligence Engineer
Libraries, Frameworks & Software Standards
1 12 (22.22%) TensorFlow
2 11 (20.37%) PyTorch
3 9 (16.67%) scikit-learn
4 8 (14.81%) Hugging Face
5 7 (12.96%) Kafka
5 7 (12.96%) Pandas
5 7 (12.96%) Playwright
5 7 (12.96%) pytest
6 6 (11.11%) AWS CDK
6 6 (11.11%) LangChain
6 6 (11.11%) NumPy
7 5 (9.26%) LangGraph
8 4 (7.41%) FastAPI
8 4 (7.41%) JSON Web Signature
8 4 (7.41%) JWT
8 4 (7.41%) OAuth
8 4 (7.41%) OpenID
9 3 (5.56%) Django
9 3 (5.56%) ONNX
9 3 (5.56%) RESTful
Miscellaneous
1 7 (12.96%) Algorithms
2 5 (9.26%) AI Agents
3 4 (7.41%) Public Cloud
4 3 (5.56%) Data Structures
4 3 (5.56%) Distributed Systems
4 3 (5.56%) Robotics
5 2 (3.70%) Replication
Operating Systems
1 2 (3.70%) Unix
Processes & Methodologies
1 37 (68.52%) Artificial Intelligence
1 37 (68.52%) Machine Learning
2 31 (57.41%) Data Science
3 29 (53.70%) Software Engineering
4 26 (48.15%) Analytics
4 26 (48.15%) CI/CD
5 22 (40.74%) DevOps
6 21 (38.89%) Data Pipeline
7 19 (35.19%) Data Engineering
8 18 (33.33%) Problem-Solving
9 14 (25.93%) ETL
10 13 (24.07%) MLOps
11 12 (22.22%) Containerisation
11 12 (22.22%) Natural Language Processing
11 12 (22.22%) Test Automation
11 12 (22.22%) Validation
12 10 (18.52%) Cloud Security
12 10 (18.52%) Computer Science
12 10 (18.52%) Cybersecurity
12 10 (18.52%) LLM
Programming Languages
1 45 (83.33%) Python
2 19 (35.19%) SQL
3 7 (12.96%) Java
4 4 (7.41%) Data Analysis Expressions
4 4 (7.41%) Rust
4 4 (7.41%) Scala
5 3 (5.56%) Bash
6 1 (1.85%) Go
Qualifications
1 11 (20.37%) Degree
2 5 (9.26%) Master's Degree
3 4 (7.41%) AWS Certification
3 4 (7.41%) Computer Science Degree
3 4 (7.41%) PhD
4 2 (3.70%) Security Cleared
4 2 (3.70%) SnowPro
5 1 (1.85%) DV Cleared
Quality Assurance & Compliance
1 6 (11.11%) Data Quality
1 6 (11.11%) GDPR
1 6 (11.11%) NIST
2 2 (3.70%) QA
System Software
1 19 (35.19%) Docker
Systems Management
1 20 (37.04%) Kubernetes
2 10 (18.52%) Terraform
3 7 (12.96%) Prometheus
4 4 (7.41%) Ansible
4 4 (7.41%) Grafana
4 4 (7.41%) Kubeflow
4 4 (7.41%) Single Sign-On
5 1 (1.85%) Argo
Vendors
1 10 (18.52%) Databricks
2 9 (16.67%) OpenAI
2 9 (16.67%) Oracle
3 8 (14.81%) Google
4 4 (7.41%) Alteryx
4 4 (7.41%) HubSpot
4 4 (7.41%) Salesforce
4 4 (7.41%) Splunk
4 4 (7.41%) Talend
4 4 (7.41%) Zoho
5 3 (5.56%) SAP
6 1 (1.85%) Informatica
6 1 (1.85%) Microsoft
6 1 (1.85%) OutSystems
6 1 (1.85%) Red Hat