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

6 months to
21 Nov 2025
Same period 2024 Same period 2023
Rank 597 734 704
Rank change year-on-year +137 -30 +299
Permanent jobs citing Amazon SageMaker 69 18 10
As % of all permanent jobs in the UK 0.13% 0.027% 0.019%
As % of the Cloud Services category 0.39% 0.081% 0.045%
Number of salaries quoted 28 5 3
10th Percentile £38,750 £85,000 -
25th Percentile £64,688 £92,500 £55,000
Median annual salary (50th Percentile) £75,000 £95,000 £60,000
Median % change year-on-year -21.05% +58.33% -14.29%
75th Percentile £95,000 £100,000 £70,000
90th Percentile £97,875 £115,750 £73,000
UK excluding London median annual salary £74,250 £90,000 £60,000
% change year-on-year -17.50% +50.00% -11.11%

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 17,911 22,177 22,275
As % of all permanent jobs advertised in the UK 33.57% 32.90% 42.81%
Number of salaries quoted 11,352 13,371 18,659
10th Percentile £28,697 £35,000 £32,750
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 £98,750 £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 21 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 21 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 +162 65 £75,000 -23.08% 86
London +93 47 £75,000 -21.05% 66
UK excluding London +81 19 £74,250 -17.50% 28
South West +37 9 £95,000 - 1
Work from Home +95 8 £48,750 -48.68% 51
Scotland +12 4 £95,000 -5.00% 6
South East +54 3 £42,500 - 5
North of England +40 2 £74,250 -25.75% 14
North West +42 1 £77,500 -22.50% 12
East of England +24 1 £42,500 -
West Midlands - 1 £67,500 - 1
Midlands - 1 £67,500 - 1
Yorkshire - 1 £71,000 - 2

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 (5.80%) Apache Spark
2 3 (4.35%) Apache Airflow
3 2 (2.90%) SAS
4 1 (1.45%) Apache Solr
Applications
1 1 (1.45%) Chatbot
Business Applications
1 4 (5.80%) Dynamics CRM
Cloud Services
1 69 (100.00%) AWS
2 36 (52.17%) Azure
3 29 (42.03%) AWS Lambda
3 29 (42.03%) Serverless
4 25 (36.23%) Amazon S3
5 24 (34.78%) Vertex AI
6 21 (30.43%) Azure AI
7 18 (26.09%) Amazon Bedrock
7 18 (26.09%) Amazon EKS
8 17 (24.64%) Amazon ECS
9 14 (20.29%) Snowflake
10 12 (17.39%) Amazon EC2
10 12 (17.39%) GCP
11 11 (15.94%) GitHub
11 11 (15.94%) GitHub Actions
12 10 (14.49%) AWS Step Functions
12 10 (14.49%) Azure Machine Learning
13 9 (13.04%) AWS CloudFormation
14 6 (8.70%) Power Platform
14 6 (8.70%) SaaS
Database & Business Intelligence
1 10 (14.49%) PostgreSQL
2 8 (11.59%) Amazon Aurora
2 8 (11.59%) Amazon Redshift
2 8 (11.59%) Data Warehouse
2 8 (11.59%) DynamoDB
3 6 (8.70%) Amazon RDS
3 6 (8.70%) Power BI
4 5 (7.25%) Amazon Athena
4 5 (7.25%) Data Lake
4 5 (7.25%) Looker
4 5 (7.25%) Tableau
5 4 (5.80%) BigQuery
5 4 (5.80%) Electronic Patient Records
5 4 (5.80%) MySQL
5 4 (5.80%) NoSQL
5 4 (5.80%) SQL Server
6 3 (4.35%) Big Data
7 1 (1.45%) DocumentDB
7 1 (1.45%) MongoDB
7 1 (1.45%) Star Schema
Development Applications
1 16 (23.19%) Jenkins
2 9 (13.04%) Git
3 7 (10.14%) Locust
3 7 (10.14%) Selenium
4 4 (5.80%) MLflow
4 4 (5.80%) Spinnaker
General
1 46 (66.67%) Finance
2 41 (59.42%) Marketing
3 25 (36.23%) Retail
4 21 (30.43%) Banking
4 21 (30.43%) Pharmaceutical
5 17 (24.64%) Social Skills
6 15 (21.74%) Inclusion and Diversity
6 15 (21.74%) Law
7 8 (11.59%) Analytical Skills
8 4 (5.80%) Public Sector
9 1 (1.45%) Electronics
9 1 (1.45%) Legal
9 1 (1.45%) Manufacturing
9 1 (1.45%) Presentation Skills
9 1 (1.45%) Telecoms
Job Titles
1 22 (31.88%) Lead
2 15 (21.74%) Data Engineer
3 11 (15.94%) Software Engineer
4 10 (14.49%) Senior
5 8 (11.59%) Python Engineer
6 7 (10.14%) Python Software Engineer
6 7 (10.14%) Test Automation Engineer
7 6 (8.70%) AWS Engineer
8 5 (7.25%) Machine Learning Engineer
8 5 (7.25%) Security Engineer
9 4 (5.80%) Analyst
9 4 (5.80%) Associate Engineer
9 4 (5.80%) AWS Data Engineer
9 4 (5.80%) Business Intelligence Analyst
9 4 (5.80%) Senior Data Engineer
9 4 (5.80%) Senior Software Engineer
9 4 (5.80%) Software Test Engineer
9 4 (5.80%) Test Engineer
10 3 (4.35%) Artificial Intelligence Engineer
10 3 (4.35%) Head of AI
Libraries, Frameworks & Software Standards
1 10 (14.49%) PyTorch
1 10 (14.49%) TensorFlow
2 9 (13.04%) Hugging Face
3 7 (10.14%) LangChain
3 7 (10.14%) Playwright
3 7 (10.14%) pytest
3 7 (10.14%) scikit-learn
4 6 (8.70%) AWS CDK
4 6 (8.70%) NumPy
4 6 (8.70%) Pandas
5 5 (7.25%) Kafka
5 5 (7.25%) LangGraph
6 4 (5.80%) FastAPI
6 4 (5.80%) JSON Web Signature
6 4 (5.80%) JWT
6 4 (5.80%) OAuth
6 4 (5.80%) OpenID
7 3 (4.35%) Google JAX
7 3 (4.35%) JAX
7 3 (4.35%) ONNX
Miscellaneous
1 21 (30.43%) Life Science
1 21 (30.43%) Pharmacovigilance
2 5 (7.25%) AI Agents
3 4 (5.80%) Algorithms
3 4 (5.80%) Public Cloud
4 3 (4.35%) Cloud Native
4 3 (4.35%) Data Structures
4 3 (4.35%) Distributed Systems
4 3 (4.35%) Robotics
5 1 (1.45%) Marketing Technology
5 1 (1.45%) Replication
Operating Systems
1 2 (2.90%) Unix
Processes & Methodologies
1 58 (84.06%) AI
1 58 (84.06%) Machine Learning
2 46 (66.67%) Data Science
3 40 (57.97%) Analytics
4 28 (40.58%) Computer Science
5 26 (37.68%) CI/CD
5 26 (37.68%) Software Engineering
5 26 (37.68%) Use Case
6 25 (36.23%) Customer Engagement
7 23 (33.33%) Presales
8 22 (31.88%) Conversational UI
8 22 (31.88%) DevOps
8 22 (31.88%) Enterprise Architecture
8 22 (31.88%) TOGAF
9 21 (30.43%) Co-Creation
9 21 (30.43%) Collaborative Working
9 21 (30.43%) Fraud Detection
9 21 (30.43%) Matrix Organization
9 21 (30.43%) Personalization
9 21 (30.43%) Workshop Facilitation
Programming Languages
1 37 (53.62%) Python
2 14 (20.29%) SQL
3 7 (10.14%) Java
4 4 (5.80%) Data Analysis Expressions
4 4 (5.80%) Rust
4 4 (5.80%) Scala
5 3 (4.35%) Bash
6 1 (1.45%) Go
6 1 (1.45%) JavaScript
6 1 (1.45%) TypeScript
Qualifications
1 28 (40.58%) Degree
2 25 (36.23%) Computer Science Degree
3 24 (34.78%) Master's Degree
4 5 (7.25%) AWS Certification
5 3 (4.35%) PhD
5 3 (4.35%) Security Cleared
6 2 (2.90%) SnowPro
7 1 (1.45%) AWS Certified Solutions Architect
7 1 (1.45%) DV Cleared
7 1 (1.45%) SC Cleared
Quality Assurance & Compliance
1 26 (37.68%) GDPR
2 21 (30.43%) EU AI Act
2 21 (30.43%) HIPAA
2 21 (30.43%) PSD2
2 21 (30.43%) Solvency II
3 6 (8.70%) Data Quality
4 5 (7.25%) NIST
5 1 (1.45%) Accessibility
5 1 (1.45%) QA
System Software
1 21 (30.43%) Docker
Systems Management
1 21 (30.43%) Kubernetes
2 9 (13.04%) Terraform
3 7 (10.14%) Prometheus
4 4 (5.80%) Ansible
4 4 (5.80%) Grafana
4 4 (5.80%) Kubeflow
4 4 (5.80%) Single Sign-On
5 1 (1.45%) Argo
Vendors
1 29 (42.03%) Google
2 11 (15.94%) Databricks
3 10 (14.49%) OpenAI
4 7 (10.14%) Oracle
5 4 (5.80%) Alteryx
5 4 (5.80%) HubSpot
5 4 (5.80%) Salesforce
5 4 (5.80%) Splunk
5 4 (5.80%) Talend
5 4 (5.80%) Zoho
6 1 (1.45%) Informatica
6 1 (1.45%) Microsoft
6 1 (1.45%) OutSystems
6 1 (1.45%) Palantir
6 1 (1.45%) Red Hat
6 1 (1.45%) SAP