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

6 months to
31 Dec 2025
Same period 2024 Same period 2023
Rank 588 683 682
Rank change year-on-year +95 -1 +292
Permanent jobs citing Amazon SageMaker 56 33 19
As % of all permanent jobs in the UK 0.095% 0.060% 0.037%
As % of the Cloud Services category 0.27% 0.16% 0.089%
Number of salaries quoted 25 11 9
10th Percentile £38,750 £51,250 £51,500
25th Percentile £41,925 £74,375 £55,000
Median annual salary (50th Percentile) £67,500 £80,000 £70,000
Median % change year-on-year -15.63% +14.29% -
75th Percentile £77,500 £88,750 £107,500
90th Percentile £98,250 £97,500 £110,000
UK excluding London median annual salary £48,975 £72,500 £60,000
% change year-on-year -32.45% +20.83% -14.29%

All Cloud Computing 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 20,528 20,025 21,233
As % of all permanent jobs advertised in the UK 34.70% 36.11% 41.53%
Number of salaries quoted 11,196 11,894 17,421
10th Percentile £28,750 £35,000 £32,750
25th Percentile £38,750 £46,250 £45,000
Median annual salary (50th Percentile) £60,000 £63,000 £60,249
Median % change year-on-year -4.76% +4.57% -7.31%
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 31 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 31 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 +99 51 £61,350 -26.75% 96
London +85 37 £75,000 -21.05% 67
Work from Home +88 18 £48,875 -48.55% 71
UK excluding London +49 13 £48,975 -32.45% 38
South East +32 3 £42,500 -19.05% 9
South West +18 3 £42,750 - 4
West Midlands - 3 £55,200 - 2
Midlands - 3 £55,200 - 2
North of England +12 2 £74,250 -25.75% 21
North West +24 1 £77,500 -22.50% 19
East of England +22 1 £42,500 -41.38%
Scotland +1 1 - - 2
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 6 (10.71%) Apache Airflow
2 5 (8.93%) Apache Spark
3 2 (3.57%) SAS
4 1 (1.79%) Apache Solr
Applications
1 1 (1.79%) Chatbot
Business Applications
1 4 (7.14%) Dynamics CRM
Cloud Services
1 50 (89.29%) AWS
2 33 (58.93%) Azure
3 27 (48.21%) Vertex AI
4 21 (37.50%) Azure AI
5 15 (26.79%) Amazon S3
6 13 (23.21%) GCP
7 11 (19.64%) Snowflake
8 10 (17.86%) Azure Machine Learning
8 10 (17.86%) GitHub
8 10 (17.86%) GitHub Actions
9 9 (16.07%) AWS Lambda
9 9 (16.07%) Serverless
10 7 (12.50%) Amazon EC2
11 6 (10.71%) AWS Step Functions
11 6 (10.71%) dbt
11 6 (10.71%) SaaS
12 5 (8.93%) AWS CloudFormation
12 5 (8.93%) Power Platform
13 4 (7.14%) Amazon CloudWatch
13 4 (7.14%) Amazon EKS
Database & Business Intelligence
1 11 (19.64%) Amazon Redshift
1 11 (19.64%) Data Warehouse
2 8 (14.29%) Looker
2 8 (14.29%) Tableau
3 7 (12.50%) BigQuery
4 6 (10.71%) Delta Lake
4 6 (10.71%) Metadata
5 5 (8.93%) Power BI
6 4 (7.14%) DynamoDB
6 4 (7.14%) Elasticsearch
6 4 (7.14%) SQL Server
7 3 (5.36%) Apache Iceberg
7 3 (5.36%) Big Data
7 3 (5.36%) Data Lake
7 3 (5.36%) DB2
7 3 (5.36%) IBM InfoSphere
7 3 (5.36%) NoSQL
7 3 (5.36%) Parquet
7 3 (5.36%) Pinecone
7 3 (5.36%) Weaviate
Development Applications
1 8 (14.29%) MLflow
2 7 (12.50%) Git
3 4 (7.14%) Jenkins
General
1 30 (53.57%) Finance
2 26 (46.43%) Marketing
3 25 (44.64%) Retail
4 21 (37.50%) Banking
4 21 (37.50%) Pharmaceutical
5 10 (17.86%) Social Skills
6 9 (16.07%) Public Sector
7 3 (5.36%) Organisational Skills
8 1 (1.79%) Analytical Skills
8 1 (1.79%) Electronics
8 1 (1.79%) Legal
8 1 (1.79%) Manufacturing
8 1 (1.79%) Presentation Skills
8 1 (1.79%) Telecoms
Job Titles
1 22 (39.29%) Lead
2 12 (21.43%) Data Engineer
3 11 (19.64%) Senior
4 7 (12.50%) Senior Data Engineer
5 5 (8.93%) Artificial Intelligence Engineer
6 4 (7.14%) Analyst
6 4 (7.14%) Business Intelligence Analyst
6 4 (7.14%) Machine Learning Engineer
7 3 (5.36%) Artificial Intelligence Consultant
7 3 (5.36%) Consultant
7 3 (5.36%) Data Consultant
7 3 (5.36%) Senior Consultant
8 2 (3.57%) Architect
8 2 (3.57%) Data Scientist
9 1 (1.79%) Artificial Intelligence Architect
9 1 (1.79%) AWS Architect
9 1 (1.79%) AWS Engineer
9 1 (1.79%) Data Architect
9 1 (1.79%) Developer
9 1 (1.79%) Java Developer
Libraries, Frameworks & Software Standards
1 7 (12.50%) Hugging Face
1 7 (12.50%) PyTorch
1 7 (12.50%) TensorFlow
2 6 (10.71%) NumPy
2 6 (10.71%) Pandas
2 6 (10.71%) PySpark
3 5 (8.93%) LangChain
3 5 (8.93%) scikit-learn
4 4 (7.14%) AWS CDK
4 4 (7.14%) Kafka
5 3 (5.36%) Faiss
5 3 (5.36%) LangGraph
5 3 (5.36%) vLLM
6 2 (3.57%) Dask
6 2 (3.57%) SciPy
7 1 (1.79%) AngularJS
7 1 (1.79%) HTML
7 1 (1.79%) Node.js
7 1 (1.79%) React
7 1 (1.79%) Spring
Miscellaneous
1 21 (37.50%) Life Science
1 21 (37.50%) Pharmacovigilance
2 3 (5.36%) Cloud Native
2 3 (5.36%) Legacy Systems
2 3 (5.36%) Product Ownership
3 2 (3.57%) Algorithms
4 1 (1.79%) AI Agents
4 1 (1.79%) Data Structures
4 1 (1.79%) Distributed Systems
4 1 (1.79%) Marketing Technology
4 1 (1.79%) Robotics
Operating Systems
1 2 (3.57%) Unix
Processes & Methodologies
1 45 (80.36%) Machine Learning
2 41 (73.21%) AI
3 35 (62.50%) Analytics
4 33 (58.93%) Data Science
5 29 (51.79%) Use Case
6 28 (50.00%) Presales
7 25 (44.64%) Computer Science
7 25 (44.64%) Customer Engagement
8 24 (42.86%) Collaborative Working
8 24 (42.86%) Workshop Facilitation
9 23 (41.07%) Data Pipeline
10 22 (39.29%) Conversational UI
10 22 (39.29%) Enterprise Architecture
10 22 (39.29%) TOGAF
11 21 (37.50%) Co-Creation
11 21 (37.50%) Conversational AI
11 21 (37.50%) Demand Forecasting
11 21 (37.50%) Fraud Detection
11 21 (37.50%) Matrix Organization
11 21 (37.50%) Personalization
Programming Languages
1 27 (48.21%) Python
2 15 (26.79%) SQL
3 12 (21.43%) Scala
4 6 (10.71%) Bash
4 6 (10.71%) Java
5 4 (7.14%) Data Analysis Expressions
5 4 (7.14%) Go
6 1 (1.79%) JavaScript
6 1 (1.79%) Korn
6 1 (1.79%) TypeScript
Qualifications
1 25 (44.64%) Degree
2 22 (39.29%) Master's Degree
3 21 (37.50%) Computer Science Degree
4 7 (12.50%) AWS Certification
5 2 (3.57%) MCP
5 2 (3.57%) Security Cleared
5 2 (3.57%) SnowPro
6 1 (1.79%) AWS Certified Solutions Architect
6 1 (1.79%) PhD
6 1 (1.79%) SC Cleared
Quality Assurance & Compliance
1 21 (37.50%) EU AI Act
1 21 (37.50%) GDPR
1 21 (37.50%) HIPAA
1 21 (37.50%) PSD2
1 21 (37.50%) Solvency II
2 10 (17.86%) Data Quality
3 1 (1.79%) Accessibility
System Software
1 13 (23.21%) Docker
Systems Management
1 13 (23.21%) Terraform
2 6 (10.71%) Kubernetes
3 4 (7.14%) Prometheus
4 3 (5.36%) Control-M
5 2 (3.57%) Grafana
5 2 (3.57%) Kubeflow
6 1 (1.79%) Argo
Vendors
1 29 (51.79%) Google
2 8 (14.29%) Databricks
3 7 (12.50%) Talend
4 6 (10.71%) OpenAI
5 4 (7.14%) Alteryx
5 4 (7.14%) HubSpot
5 4 (7.14%) Palantir
5 4 (7.14%) Salesforce
5 4 (7.14%) Zoho
6 3 (5.36%) BMC
6 3 (5.36%) IBM
7 1 (1.79%) Informatica
7 1 (1.79%) Microsoft
7 1 (1.79%) Oracle
7 1 (1.79%) OutSystems
7 1 (1.79%) Red Hat
7 1 (1.79%) SAP