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 13 March 2026, with comparisons to the same periods in the previous two years.

6 months to
13 Mar 2026
Same period 2025 Same period 2024
Rank 627 609 800
Rank change year-on-year -18 +191 +159
Permanent jobs citing Amazon SageMaker 58 51 31
As % of all permanent jobs in the UK 0.079% 0.12% 0.037%
As % of the Cloud Services category 0.24% 0.31% 0.098%
Number of salaries quoted 21 16 13
10th Percentile £41,925 £51,250 -
25th Percentile £52,400 £58,750 £55,000
Median annual salary (50th Percentile) £65,000 £77,500 £92,500
Median % change year-on-year -16.13% -16.22% +19.35%
75th Percentile £88,148 £80,000 £117,500
90th Percentile - £97,500 £124,000
UK excluding London median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% -9.43%

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 23,896 16,277 31,720
As % of all permanent jobs advertised in the UK 32.41% 37.28% 37.79%
Number of salaries quoted 12,850 10,991 25,685
10th Percentile £29,203 £32,500 £30,000
25th Percentile £40,000 £45,960 £41,250
Median annual salary (50th Percentile) £60,000 £62,500 £57,500
Median % change year-on-year -4.00% +8.70% -11.54%
75th Percentile £80,000 £83,750 £77,500
90th Percentile £100,000 £102,500 £96,250
UK excluding London median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -9.09%

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 13 March 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 13 March 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 +7 48 £65,000 -3.70% 35
London +38 33 £62,250 -34.47% 26
Work from Home +26 23 £65,000 -13.33% 14
UK excluding London -44 14 £65,000 +4.00% 18
Midlands -20 4 £60,100 -
North of England -38 4 £83,774 -16.23% 4
South West - 4 £60,100 - 2
West Midlands - 4 £60,100 -
North West -16 2 £80,637 -19.36% 3
South East -21 1 £67,000 +27.62% 6
Scotland -25 1 - - 5
North East - 1 £83,774 -
Yorkshire - 1 £83,774 - 1

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 13 (22.41%) Apache Airflow
2 9 (15.52%) Apache Spark
3 2 (3.45%) Oracle Application Server
4 1 (1.72%) Apache Solr
4 1 (1.72%) SAS
Applications
1 1 (1.72%) Chatbot
Cloud Services
1 52 (89.66%) AWS
2 36 (62.07%) Azure
3 31 (53.45%) Vertex AI
4 21 (36.21%) Azure AI
5 14 (24.14%) Amazon S3
6 12 (20.69%) Snowflake
7 11 (18.97%) GCP
8 10 (17.24%) Azure Machine Learning
9 9 (15.52%) Dagster
10 7 (12.07%) AWS Lambda
10 7 (12.07%) Serverless
11 6 (10.34%) AWS Step Functions
12 4 (6.90%) Amazon CloudWatch
12 4 (6.90%) Amazon EKS
12 4 (6.90%) AWS Fargate
12 4 (6.90%) dbt
13 3 (5.17%) Amazon Bedrock
14 2 (3.45%) GitHub Actions
14 2 (3.45%) Power Platform
14 2 (3.45%) SaaS
Database & Business Intelligence
1 13 (22.41%) Amazon Redshift
1 13 (22.41%) Data Warehouse
2 12 (20.69%) Delta Lake
3 10 (17.24%) Elasticsearch
4 9 (15.52%) Apache Iceberg
4 9 (15.52%) BigQuery
4 9 (15.52%) Looker
4 9 (15.52%) Pinecone
4 9 (15.52%) Tableau
4 9 (15.52%) Weaviate
5 6 (10.34%) Metadata
6 5 (8.62%) Amazon Athena
7 3 (5.17%) DB2
7 3 (5.17%) IBM InfoSphere
7 3 (5.17%) NoSQL
7 3 (5.17%) Parquet
7 3 (5.17%) PostgreSQL
8 2 (3.45%) Oracle Reports
8 2 (3.45%) Power BI
8 2 (3.45%) Star Schema
Development Applications
1 15 (25.86%) MLflow
2 2 (3.45%) DBeaver
3 1 (1.72%) Jenkins
General
1 24 (41.38%) Finance
2 21 (36.21%) Banking
2 21 (36.21%) Marketing
2 21 (36.21%) Pharmaceutical
2 21 (36.21%) Retail
3 11 (18.97%) Public Sector
4 4 (6.90%) Social Skills
5 3 (5.17%) Organisational Skills
6 1 (1.72%) Analytical Skills
6 1 (1.72%) Presentation Skills
6 1 (1.72%) Tech for Good
Job Titles
1 26 (44.83%) Lead
2 19 (32.76%) Senior
3 9 (15.52%) Artificial Intelligence Consultant
3 9 (15.52%) Consultant
3 9 (15.52%) Data Consultant
3 9 (15.52%) Data Engineer
3 9 (15.52%) Senior Consultant
4 6 (10.34%) Artificial Intelligence Engineer
5 4 (6.90%) Senior Data Engineer
5 4 (6.90%) Technical Leader
6 2 (3.45%) Architect
6 2 (3.45%) AWS Architect
6 2 (3.45%) DataOps Engineer
6 2 (3.45%) Python Engineer
7 1 (1.72%) AWS Engineer
7 1 (1.72%) AWS Solution Architect
7 1 (1.72%) Data Architect
7 1 (1.72%) Data Scientist
7 1 (1.72%) Developer
7 1 (1.72%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 10 (17.24%) PyTorch
1 10 (17.24%) TensorFlow
2 9 (15.52%) Faiss
2 9 (15.52%) vLLM
3 7 (12.07%) LangChain
4 6 (10.34%) PySpark
5 4 (6.90%) AWS CDK
5 4 (6.90%) LangGraph
5 4 (6.90%) Model Context Protocol
6 2 (3.45%) Laravel
6 2 (3.45%) Next.js
6 2 (3.45%) React
7 1 (1.72%) AngularJS
7 1 (1.72%) GStreamer
7 1 (1.72%) HTML
7 1 (1.72%) Kafka
7 1 (1.72%) Node.js
7 1 (1.72%) scikit-learn
7 1 (1.72%) Spring
7 1 (1.72%) Spring Boot
Miscellaneous
1 21 (36.21%) Life Science
1 21 (36.21%) Pharmacovigilance
2 9 (15.52%) Product Ownership
3 4 (6.90%) Cloud Native
4 3 (5.17%) Algorithms
4 3 (5.17%) Legacy Systems
5 1 (1.72%) AI Agents
5 1 (1.72%) Data Protection Act
5 1 (1.72%) IoT
5 1 (1.72%) Marketing Technology
5 1 (1.72%) Web Conferencing
Operating Systems
1 1 (1.72%) Linux
1 1 (1.72%) Unix
Processes & Methodologies
1 43 (74.14%) AI
1 43 (74.14%) Machine Learning
2 37 (63.79%) Analytics
3 36 (62.07%) Presales
4 34 (58.62%) Data Science
5 32 (55.17%) Computer Science
6 31 (53.45%) Use Case
7 30 (51.72%) Workshop Facilitation
8 26 (44.83%) Data Pipeline
9 25 (43.10%) Fraud Detection
10 24 (41.38%) Collaborative Working
11 23 (39.66%) CI/CD
12 22 (37.93%) Conversational UI
12 22 (37.93%) Enterprise Architecture
12 22 (37.93%) TOGAF
13 21 (36.21%) Co-Creation
13 21 (36.21%) Conversational AI
13 21 (36.21%) Customer Engagement
13 21 (36.21%) Matrix Organization
13 21 (36.21%) Personalization
Programming Languages
1 25 (43.10%) Python
2 17 (29.31%) Scala
2 17 (29.31%) SQL
3 10 (17.24%) Java
4 9 (15.52%) Bash
4 9 (15.52%) Go
5 1 (1.72%) C++
5 1 (1.72%) JavaScript
5 1 (1.72%) Korn
5 1 (1.72%) PHP
5 1 (1.72%) R
5 1 (1.72%) Shell Script
5 1 (1.72%) TypeScript
Qualifications
1 31 (53.45%) Degree
2 22 (37.93%) Computer Science Degree
3 21 (36.21%) Master's Degree
4 6 (10.34%) AWS Certification
5 5 (8.62%) SC Cleared
5 5 (8.62%) Security Cleared
6 4 (6.90%) Microsoft Certified Professional
7 2 (3.45%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 21 (36.21%) EU AI Act
1 21 (36.21%) GDPR
1 21 (36.21%) HIPAA
1 21 (36.21%) PSD2
1 21 (36.21%) Solvency II
2 11 (18.97%) Data Quality
3 1 (1.72%) Accessibility
System Software
1 20 (34.48%) Docker
Systems Management
1 17 (29.31%) Terraform
2 8 (13.79%) Kubernetes
3 4 (6.90%) Grafana
3 4 (6.90%) Prometheus
4 3 (5.17%) Control-M
5 1 (1.72%) Kubeflow
Vendors
1 21 (36.21%) Google
2 14 (24.14%) Databricks
3 10 (17.24%) Palantir
4 3 (5.17%) BMC
4 3 (5.17%) IBM
4 3 (5.17%) Talend
5 2 (3.45%) Oracle
6 1 (1.72%) NVIDIA
6 1 (1.72%) OpenAI