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

6 months to
16 Dec 2025
Same period 2024 Same period 2023
Rank 594 692 683
Rank change year-on-year +98 -9 +308
Permanent jobs citing Amazon SageMaker 57 32 16
As % of all permanent jobs in the UK 0.097% 0.056% 0.033%
As % of the Cloud Services category 0.28% 0.16% 0.076%
Number of salaries quoted 29 11 8
10th Percentile £38,750 £68,750 £49,750
25th Percentile £52,400 - £55,000
Median annual salary (50th Percentile) £71,000 £80,000 £65,000
Median % change year-on-year -11.25% +23.08% -7.14%
75th Percentile £91,250 £97,500 £98,125
90th Percentile £97,750 £100,000 £111,250
UK excluding London median annual salary £55,200 £76,250 £60,000
% change year-on-year -27.61% +27.08% -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 20,606 20,605 21,110
As % of all permanent jobs advertised in the UK 35.19% 35.93% 43.10%
Number of salaries quoted 11,346 12,438 17,501
10th Percentile £28,750 £35,000 £32,750
25th Percentile £38,750 £46,250 £45,000
Median annual salary (50th Percentile) £60,000 £63,382 £62,500
Median % change year-on-year -5.34% +1.41% -3.85%
75th Percentile £80,000 £82,500 £82,500
90th Percentile £98,750 £101,250 £100,000
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 6 months to 16 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 16 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 +120 53 £71,000 -25.26% 36
London +76 38 £75,000 -21.05% 24
Work from Home +87 16 £48,875 -48.55% 21
UK excluding London +53 15 £55,200 -27.61% 21
South West +23 4 £48,975 - 3
South East +34 3 £42,500 -19.05% 8
West Midlands - 3 £55,200 - 3
Midlands - 3 £55,200 - 3
North of England +20 2 £74,250 -25.75% 1
Scotland 0 2 £95,000 -5.00% 6
East of England +21 1 £42,500 -41.38%
North West +20 1 £77,500 -22.50% 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 (7.02%) Apache Airflow
1 4 (7.02%) Apache Spark
2 2 (3.51%) SAS
3 1 (1.75%) Apache Solr
Applications
1 1 (1.75%) Chatbot
Business Applications
1 4 (7.02%) Dynamics CRM
Cloud Services
1 51 (89.47%) AWS
2 32 (56.14%) Azure
3 25 (43.86%) Vertex AI
4 21 (36.84%) Azure AI
5 17 (29.82%) Amazon S3
6 12 (21.05%) GCP
7 11 (19.30%) AWS Lambda
7 11 (19.30%) GitHub
7 11 (19.30%) GitHub Actions
7 11 (19.30%) Serverless
7 11 (19.30%) Snowflake
8 9 (15.79%) Azure Machine Learning
9 8 (14.04%) Amazon EC2
9 8 (14.04%) AWS Step Functions
10 6 (10.53%) SaaS
11 5 (8.77%) AWS CloudFormation
11 5 (8.77%) dbt
11 5 (8.77%) Power Platform
12 4 (7.02%) Amazon CloudWatch
12 4 (7.02%) Azure DevOps
Database & Business Intelligence
1 9 (15.79%) Amazon Redshift
1 9 (15.79%) Data Warehouse
2 6 (10.53%) Looker
2 6 (10.53%) Metadata
2 6 (10.53%) Tableau
3 5 (8.77%) BigQuery
3 5 (8.77%) Power BI
4 4 (7.02%) Data Lake
4 4 (7.02%) Delta Lake
4 4 (7.02%) DynamoDB
4 4 (7.02%) NoSQL
4 4 (7.02%) SQL Server
5 3 (5.26%) Big Data
5 3 (5.26%) DB2
5 3 (5.26%) IBM InfoSphere
5 3 (5.26%) Parquet
6 2 (3.51%) Amazon RDS
6 2 (3.51%) Elasticsearch
6 2 (3.51%) PostgreSQL
7 1 (1.75%) MongoDB
Development Applications
1 8 (14.04%) Git
2 6 (10.53%) MLflow
3 5 (8.77%) Jenkins
General
1 31 (54.39%) Finance
2 26 (45.61%) Marketing
3 25 (43.86%) Retail
4 21 (36.84%) Banking
4 21 (36.84%) Pharmaceutical
5 11 (19.30%) Social Skills
6 9 (15.79%) Public Sector
7 3 (5.26%) Organisational Skills
8 1 (1.75%) Analytical Skills
8 1 (1.75%) Electronics
8 1 (1.75%) Legal
8 1 (1.75%) Manufacturing
8 1 (1.75%) Presentation Skills
8 1 (1.75%) Telecoms
Job Titles
1 22 (38.60%) Lead
2 14 (24.56%) Data Engineer
3 9 (15.79%) Senior
4 7 (12.28%) Senior Data Engineer
5 5 (8.77%) Machine Learning Engineer
6 4 (7.02%) Analyst
6 4 (7.02%) Artificial Intelligence Engineer
6 4 (7.02%) Business Intelligence Analyst
7 2 (3.51%) Architect
7 2 (3.51%) AWS Engineer
7 2 (3.51%) Data Scientist
7 2 (3.51%) Head of AI
7 2 (3.51%) Security Engineer
8 1 (1.75%) Artificial Intelligence Architect
8 1 (1.75%) Artificial Intelligence Consultant
8 1 (1.75%) AWS Architect
8 1 (1.75%) AWS Data Architect
8 1 (1.75%) Data Analytics Engineer
8 1 (1.75%) Full-Stack Engineer
8 1 (1.75%) Senior Full-Stack Engineer
Libraries, Frameworks & Software Standards
1 8 (14.04%) Hugging Face
2 6 (10.53%) NumPy
2 6 (10.53%) Pandas
2 6 (10.53%) PySpark
2 6 (10.53%) PyTorch
2 6 (10.53%) scikit-learn
2 6 (10.53%) TensorFlow
3 5 (8.77%) Kafka
4 4 (7.02%) LangChain
5 3 (5.26%) AWS CDK
6 2 (3.51%) Dask
6 2 (3.51%) Google JAX
6 2 (3.51%) JAX
6 2 (3.51%) LangGraph
6 2 (3.51%) ONNX
6 2 (3.51%) SciPy
7 1 (1.75%) ModSecurity
7 1 (1.75%) Next.js
7 1 (1.75%) React
7 1 (1.75%) Spring Boot
Miscellaneous
1 21 (36.84%) Life Science
1 21 (36.84%) Pharmacovigilance
2 3 (5.26%) Algorithms
2 3 (5.26%) Cloud Native
2 3 (5.26%) Legacy Systems
3 2 (3.51%) Data Structures
3 2 (3.51%) Distributed Systems
3 2 (3.51%) Robotics
4 1 (1.75%) AI Agents
4 1 (1.75%) Marketing Technology
4 1 (1.75%) Product Ownership
Operating Systems
1 2 (3.51%) Unix
Processes & Methodologies
1 44 (77.19%) Machine Learning
2 41 (71.93%) AI
3 37 (64.91%) Analytics
4 35 (61.40%) Data Science
5 27 (47.37%) Use Case
6 25 (43.86%) Customer Engagement
6 25 (43.86%) Presales
7 24 (42.11%) Collaborative Working
7 24 (42.11%) Computer Science
8 22 (38.60%) Conversational UI
8 22 (38.60%) Data Pipeline
8 22 (38.60%) DevOps
8 22 (38.60%) Enterprise Architecture
8 22 (38.60%) TOGAF
8 22 (38.60%) Workshop Facilitation
9 21 (36.84%) Co-Creation
9 21 (36.84%) Data Engineering
9 21 (36.84%) Fraud Detection
9 21 (36.84%) Matrix Organization
9 21 (36.84%) Personalization
Programming Languages
1 27 (47.37%) Python
2 14 (24.56%) SQL
3 11 (19.30%) Scala
4 5 (8.77%) Java
5 4 (7.02%) Bash
5 4 (7.02%) Data Analysis Expressions
6 2 (3.51%) Go
7 1 (1.75%) JavaScript
7 1 (1.75%) Korn
7 1 (1.75%) TypeScript
Qualifications
1 24 (42.11%) Degree
2 23 (40.35%) Master's Degree
3 21 (36.84%) Computer Science Degree
4 6 (10.53%) AWS Certification
5 2 (3.51%) PhD
5 2 (3.51%) Security Cleared
5 2 (3.51%) SnowPro
6 1 (1.75%) AWS Certified Solutions Architect
6 1 (1.75%) MCP
6 1 (1.75%) SC Cleared
Quality Assurance & Compliance
1 23 (40.35%) GDPR
2 21 (36.84%) EU AI Act
2 21 (36.84%) HIPAA
2 21 (36.84%) PSD2
2 21 (36.84%) Solvency II
3 11 (19.30%) Data Quality
4 2 (3.51%) NIST
5 1 (1.75%) Accessibility
System Software
1 11 (19.30%) Docker
Systems Management
1 12 (21.05%) Terraform
2 6 (10.53%) Kubernetes
3 4 (7.02%) Prometheus
4 3 (5.26%) Control-M
4 3 (5.26%) Kubeflow
5 1 (1.75%) Argo
5 1 (1.75%) Grafana
Vendors
1 29 (50.88%) Google
2 7 (12.28%) Talend
3 6 (10.53%) OpenAI
4 5 (8.77%) Databricks
5 4 (7.02%) Alteryx
5 4 (7.02%) HubSpot
5 4 (7.02%) Salesforce
5 4 (7.02%) Zoho
6 3 (5.26%) BMC
6 3 (5.26%) IBM
6 3 (5.26%) Oracle
7 2 (3.51%) Palantir
8 1 (1.75%) Informatica
8 1 (1.75%) Microsoft
8 1 (1.75%) OutSystems
8 1 (1.75%) Red Hat
8 1 (1.75%) SAP