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 10 January 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Jan 2026
Same period 2025 Same period 2024
Rank 586 687 699
Rank change year-on-year +101 +12 +242
Permanent jobs citing Amazon SageMaker 55 32 20
As % of all permanent jobs in the UK 0.092% 0.060% 0.036%
As % of the Cloud Services category 0.27% 0.16% 0.089%
Number of salaries quoted 21 12 9
10th Percentile £38,750 £51,250 £51,500
25th Percentile £41,925 £64,375 £55,000
Median annual salary (50th Percentile) £55,200 £80,000 £70,000
Median % change year-on-year -31.00% +14.29% -
75th Percentile £77,500 £84,375 £107,500
90th Percentile £91,250 £97,500 £110,000
UK excluding London median annual salary £42,750 £62,500 £60,000
% change year-on-year -31.60% +4.17% -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 20,472 19,401 22,396
As % of all permanent jobs advertised in the UK 34.37% 36.15% 40.43%
Number of salaries quoted 11,206 11,396 18,402
10th Percentile £28,750 £35,000 £32,500
25th Percentile £39,250 £46,608 £45,000
Median annual salary (50th Percentile) £60,000 £64,550 £60,000
Median % change year-on-year -7.05% +7.58% -7.69%
75th Percentile £80,000 £83,000 £80,000
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 10 January 2026.

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 10 January 2026. 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 +104 48 £55,200 -23.86% 92
London +72 35 £63,100 -33.58% 35
Work from Home +94 20 £48,875 -48.55% 37
UK excluding London +50 12 £42,750 -31.60% 71
South East +31 3 £42,500 -19.05% 25
South West +7 3 £42,750 - 11
North of England +14 2 £74,250 -25.75% 15
West Midlands - 2 £48,975 - 2
Midlands - 2 £48,975 - 8
North West +22 1 £77,500 -22.50% 8
East of England +14 1 £42,500 -41.38% 6
Scotland -2 1 - - 1
Yorkshire - 1 £71,000 - 5

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 9 (16.36%) Apache Airflow
2 5 (9.09%) Apache Spark
3 1 (1.82%) Apache Solr
3 1 (1.82%) SAS
Applications
1 1 (1.82%) Chatbot
Business Applications
1 4 (7.27%) Dynamics CRM
Cloud Services
1 49 (89.09%) AWS
2 34 (61.82%) Azure
3 29 (52.73%) Vertex AI
4 21 (38.18%) Azure AI
5 14 (25.45%) Amazon S3
5 14 (25.45%) GCP
6 13 (23.64%) Snowflake
7 11 (20.00%) Azure Machine Learning
8 8 (14.55%) AWS Lambda
8 8 (14.55%) dbt
8 8 (14.55%) Serverless
9 7 (12.73%) GitHub
9 7 (12.73%) GitHub Actions
10 6 (10.91%) AWS Step Functions
10 6 (10.91%) SaaS
11 5 (9.09%) AWS CloudFormation
11 5 (9.09%) Dagster
11 5 (9.09%) Power Platform
12 4 (7.27%) Amazon CloudWatch
12 4 (7.27%) Azure DevOps
Database & Business Intelligence
1 12 (21.82%) Amazon Redshift
1 12 (21.82%) Data Warehouse
2 10 (18.18%) Looker
2 10 (18.18%) Tableau
3 9 (16.36%) BigQuery
4 8 (14.55%) Delta Lake
5 6 (10.91%) Elasticsearch
5 6 (10.91%) Metadata
6 5 (9.09%) Apache Iceberg
6 5 (9.09%) Pinecone
6 5 (9.09%) Power BI
6 5 (9.09%) Weaviate
7 4 (7.27%) DynamoDB
7 4 (7.27%) SQL Server
8 3 (5.45%) Big Data
8 3 (5.45%) DB2
8 3 (5.45%) IBM InfoSphere
8 3 (5.45%) Parquet
9 2 (3.64%) Amazon RDS
9 2 (3.64%) NoSQL
Development Applications
1 11 (20.00%) MLflow
2 6 (10.91%) Git
3 2 (3.64%) Jenkins
General
1 27 (49.09%) Finance
2 25 (45.45%) Marketing
2 25 (45.45%) Retail
3 21 (38.18%) Banking
3 21 (38.18%) Pharmaceutical
4 8 (14.55%) Public Sector
4 8 (14.55%) Social Skills
5 3 (5.45%) Organisational Skills
6 1 (1.82%) Analytical Skills
6 1 (1.82%) Legal
6 1 (1.82%) Presentation Skills
Job Titles
1 22 (40.00%) Lead
2 12 (21.82%) Senior
3 11 (20.00%) Data Engineer
4 7 (12.73%) Artificial Intelligence Engineer
5 6 (10.91%) Senior Data Engineer
6 5 (9.09%) Artificial Intelligence Consultant
6 5 (9.09%) Consultant
6 5 (9.09%) Data Consultant
6 5 (9.09%) Senior Consultant
7 4 (7.27%) Analyst
7 4 (7.27%) Business Intelligence Analyst
8 2 (3.64%) Architect
8 2 (3.64%) Machine Learning Engineer
9 1 (1.82%) AWS Architect
9 1 (1.82%) Data Analytics Engineer
9 1 (1.82%) Data Scientist
9 1 (1.82%) Developer
9 1 (1.82%) Full-Stack Engineer
9 1 (1.82%) Python Engineer
9 1 (1.82%) Senior Full-Stack Engineer
Libraries, Frameworks & Software Standards
1 7 (12.73%) LangChain
1 7 (12.73%) PyTorch
1 7 (12.73%) TensorFlow
2 6 (10.91%) AWS CDK
2 6 (10.91%) Hugging Face
2 6 (10.91%) NumPy
2 6 (10.91%) Pandas
2 6 (10.91%) PySpark
3 5 (9.09%) Faiss
3 5 (9.09%) LangGraph
3 5 (9.09%) vLLM
4 4 (7.27%) scikit-learn
5 3 (5.45%) Kafka
6 2 (3.64%) Dask
6 2 (3.64%) SciPy
7 1 (1.82%) AngularJS
7 1 (1.82%) ModSecurity
7 1 (1.82%) Next.js
7 1 (1.82%) Node.js
7 1 (1.82%) Spring Boot
Miscellaneous
1 21 (38.18%) Life Science
1 21 (38.18%) Pharmacovigilance
2 5 (9.09%) Product Ownership
3 3 (5.45%) Cloud Native
3 3 (5.45%) Legacy Systems
4 1 (1.82%) AI Agents
4 1 (1.82%) Algorithms
4 1 (1.82%) Marketing Technology
Operating Systems
1 2 (3.64%) Unix
Processes & Methodologies
1 44 (80.00%) Machine Learning
2 43 (78.18%) AI
3 34 (61.82%) Analytics
4 32 (58.18%) Presales
5 31 (56.36%) Data Science
5 31 (56.36%) Use Case
6 26 (47.27%) Computer Science
6 26 (47.27%) Workshop Facilitation
7 25 (45.45%) Customer Engagement
8 24 (43.64%) Collaborative Working
9 23 (41.82%) Data Pipeline
10 22 (40.00%) Conversational UI
10 22 (40.00%) Enterprise Architecture
10 22 (40.00%) TOGAF
11 21 (38.18%) Co-Creation
11 21 (38.18%) Conversational AI
11 21 (38.18%) Demand Forecasting
11 21 (38.18%) Fraud Detection
11 21 (38.18%) Matrix Organization
11 21 (38.18%) Personalization
Programming Languages
1 24 (43.64%) Python
2 15 (27.27%) SQL
3 11 (20.00%) Scala
4 8 (14.55%) Bash
5 6 (10.91%) Go
5 6 (10.91%) Java
6 4 (7.27%) Data Analysis Expressions
7 1 (1.82%) JavaScript
7 1 (1.82%) Korn
7 1 (1.82%) TypeScript
Qualifications
1 26 (47.27%) Degree
2 21 (38.18%) Computer Science Degree
2 21 (38.18%) Master's Degree
3 9 (16.36%) AWS Certification
4 4 (7.27%) MCP
5 2 (3.64%) Security Cleared
5 2 (3.64%) SnowPro
6 1 (1.82%) AWS Certified Solutions Architect
6 1 (1.82%) SC Cleared
Quality Assurance & Compliance
1 21 (38.18%) EU AI Act
1 21 (38.18%) GDPR
1 21 (38.18%) HIPAA
1 21 (38.18%) PSD2
1 21 (38.18%) Solvency II
2 9 (16.36%) Data Quality
3 1 (1.82%) Accessibility
System Software
1 15 (27.27%) Docker
Systems Management
1 14 (25.45%) Terraform
2 7 (12.73%) Kubernetes
3 4 (7.27%) Grafana
3 4 (7.27%) Prometheus
4 3 (5.45%) Control-M
5 1 (1.82%) Argo
5 1 (1.82%) Kubeflow
Vendors
1 29 (52.73%) Google
2 11 (20.00%) Databricks
3 7 (12.73%) Talend
4 6 (10.91%) OpenAI
4 6 (10.91%) Palantir
5 4 (7.27%) Alteryx
5 4 (7.27%) HubSpot
5 4 (7.27%) Salesforce
5 4 (7.27%) Zoho
6 3 (5.45%) BMC
6 3 (5.45%) IBM
7 1 (1.82%) Microsoft
7 1 (1.82%) Oracle
7 1 (1.82%) OutSystems
7 1 (1.82%) Red Hat