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 26 September 2026, with comparisons to the same periods in the previous two years.

6 months to
26 Sep 2026
Same period 2025 Same period 2024
Rank 785 611 766
Rank change year-on-year -174 +155 -35
Permanent jobs citing Amazon SageMaker 31 53 19
As % of all permanent jobs in the UK 0.026% 0.11% 0.025%
As % of the Cloud Services category 0.11% 0.34% 0.078%
Number of salaries quoted 17 30 4
10th Percentile £64,000 £38,750 £56,750
25th Percentile £75,000 £60,000 £66,875
Median annual salary (50th Percentile) £105,000 £75,000 £97,500
Median % change year-on-year +40.00% -23.08% +18.18%
75th Percentile £115,000 £95,000 £121,563
90th Percentile £116,500 £98,750 £124,375
UK excluding London median annual salary £110,000 £71,000 -
% change year-on-year +54.93% - -

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 27,491 15,544 24,369
As % of all permanent jobs advertised in the UK 23.41% 31.40% 31.89%
Number of salaries quoted 18,741 10,514 15,160
10th Percentile £31,250 £29,500 £35,000
25th Percentile £43,750 £38,901 £46,250
Median annual salary (50th Percentile) £62,500 £60,000 £62,500
Median % change year-on-year +4.17% -4.00% -
75th Percentile £85,000 £80,000 £82,500
90th Percentile £100,000 £100,000 £102,500
UK excluding London median annual salary £55,000 £50,000 £55,000
% change year-on-year +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 26 September 2026.

Salary histogram for Amazon SageMaker in the UK

Amazon SageMaker
Top 12 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 26 September 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 -155 20 £96,250 +28.33% 133
UK excluding London -159 16 £110,000 +54.93% 43
Work from Home -39 15 £107,500 +120.51% 40
London -82 11 £95,000 +26.67% 110
Scotland +10 6 £110,000 +41.94% 13
North of England -54 6 £110,000 +54.93% 9
Yorkshire -41 3 £110,000 +54.93% 3
North West - 3 £70,000 - 5
Wales - 2 £105,000 - 2
South East -38 1 £75,000 +76.47% 4
West Midlands -38 1 £54,500 -19.26% 1
Midlands -49 1 £54,500 -19.26% 4

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 1 (3.23%) Apache Airflow
1 1 (3.23%) Apache Spark
1 1 (3.23%) nginx
Applications
1 1 (3.23%) Chatbot
Cloud Services
1 29 (93.55%) AWS
2 18 (58.06%) Amazon Bedrock
2 18 (58.06%) Azure
3 9 (29.03%) Azure AI
3 9 (29.03%) Azure Machine Learning
4 7 (22.58%) Amazon S3
4 7 (22.58%) GCP
4 7 (22.58%) Serverless
5 5 (16.13%) Amazon EKS
5 5 (16.13%) AWS Lambda
5 5 (16.13%) Snowflake
6 4 (12.90%) SaaS
7 3 (9.68%) Amazon ECS
7 3 (9.68%) dbt
7 3 (9.68%) Vertex AI
8 2 (6.45%) GitHub
8 2 (6.45%) GitHub Actions
8 2 (6.45%) GitHub Copilot
8 2 (6.45%) Virtual Private Cloud
9 1 (3.23%) Amazon EC2
Communications & Networking
1 1 (3.23%) OpenVPN
1 1 (3.23%) VPN
Database & Business Intelligence
1 3 (9.68%) Amazon RDS
1 3 (9.68%) Amazon Redshift
1 3 (9.68%) Metadata
1 3 (9.68%) PostgreSQL
2 2 (6.45%) Amazon Athena
2 2 (6.45%) DynamoDB
2 2 (6.45%) Pinecone
2 2 (6.45%) Redis
3 1 (3.23%) Big Data
3 1 (3.23%) Electronic Patient Records
Development Applications
1 4 (12.90%) MLflow
2 2 (6.45%) RSpec
3 1 (3.23%) Git
3 1 (3.23%) GitLab
3 1 (3.23%) Jenkins
General
1 15 (48.39%) Finance
2 13 (41.94%) Social Skills
3 9 (29.03%) Inclusion and Diversity
4 7 (22.58%) Law
5 6 (19.35%) Marketing
6 5 (16.13%) Legal
7 4 (12.90%) Analytical Skills
8 2 (6.45%) Financial Institution
8 2 (6.45%) Influencing Skills
8 2 (6.45%) Retail
8 2 (6.45%) Tech for Good
9 1 (3.23%) Advertising
9 1 (3.23%) Banking
9 1 (3.23%) Investment Banking
9 1 (3.23%) Manufacturing
9 1 (3.23%) Presentation Skills
9 1 (3.23%) Publishing
9 1 (3.23%) Telecoms
Job Titles
1 13 (41.94%) Lead
2 6 (19.35%) Artificial Intelligence Consultant
2 6 (19.35%) Consultant
2 6 (19.35%) Principal Consultant
3 4 (12.90%) Data Scientist
3 4 (12.90%) Lead Data Scientist
3 4 (12.90%) Senior Data Scientist
4 3 (9.68%) Architect
4 3 (9.68%) Lead Software Engineer
4 3 (9.68%) Reliability Engineer
4 3 (9.68%) Software Engineer
5 2 (6.45%) Data Architect
5 2 (6.45%) Engineering Manager
5 2 (6.45%) Senior
6 1 (3.23%) Artificial Intelligence Engineer
6 1 (3.23%) Databricks Engineer
6 1 (3.23%) DevOps Engineer
6 1 (3.23%) Gen AI Engineer
6 1 (3.23%) Senior Data Warehouse Specialist
6 1 (3.23%) Senior Solutions Architect
Libraries, Frameworks & Software Standards
1 9 (29.03%) LangChain
2 6 (19.35%) PyTorch
2 6 (19.35%) TensorFlow
2 6 (19.35%) Terraform
3 5 (16.13%) LangGraph
4 4 (12.90%) CrewAI
4 4 (12.90%) scikit-learn
4 4 (12.90%) vLLM
5 3 (9.68%) .NET
5 3 (9.68%) Model Context Protocol
5 3 (9.68%) OpenTelemetry
5 3 (9.68%) Pandas
5 3 (9.68%) Ray
6 2 (6.45%) AngularJS
6 2 (6.45%) Blazor
6 2 (6.45%) Ember.js
6 2 (6.45%) Node.js
6 2 (6.45%) NumPy
6 2 (6.45%) Playwright
6 2 (6.45%) Ruby on Rails
Miscellaneous
1 12 (38.71%) AI Agents
2 4 (12.90%) Cloud Native
3 3 (9.68%) Algorithms
4 2 (6.45%) Distributed Systems
5 1 (3.23%) Enterprise Software
Operating Systems
1 3 (9.68%) Linux
2 1 (3.23%) Windows
Processes & Methodologies
1 28 (90.32%) AI
1 28 (90.32%) Machine Learning
2 19 (61.29%) LLM
3 18 (58.06%) CI/CD
3 18 (58.06%) MLOps
4 15 (48.39%) Software Engineering
5 14 (45.16%) Observability
6 12 (38.71%) Mentoring
7 11 (35.48%) Analytics
7 11 (35.48%) Generative AI
7 11 (35.48%) Stakeholder Management
8 10 (32.26%) Decision-Making
8 10 (32.26%) Retrieval-Augmented Generation
8 10 (32.26%) Technical Leadership
9 9 (29.03%) Artificial Intelligence Engineering
9 9 (29.03%) Data Science
9 9 (29.03%) Infrastructure as Code
10 8 (25.81%) Containerisation
10 8 (25.81%) Stakeholder Engagement
10 8 (25.81%) Workflow
Programming Languages
1 27 (87.10%) Python
2 8 (25.81%) SQL
3 3 (9.68%) Java
3 3 (9.68%) JavaScript
4 2 (6.45%) Ruby
4 2 (6.45%) TypeScript
5 1 (3.23%) C#
5 1 (3.23%) Groovy
Qualifications
1 3 (9.68%) Microsoft Certified Professional
1 3 (9.68%) Security Cleared
2 2 (6.45%) Degree
2 2 (6.45%) Master's Degree
2 2 (6.45%) SC Cleared
3 1 (3.23%) AWS Certification
3 1 (3.23%) Computer Science Degree
3 1 (3.23%) PhD
Quality Assurance & Compliance
1 3 (9.68%) GDPR
2 2 (6.45%) Data Quality
3 1 (3.23%) EU AI Act
System Software
1 8 (25.81%) Docker
2 1 (3.23%) Virtual Desktop
Systems Management
1 10 (32.26%) Kubernetes
2 3 (9.68%) Grafana
2 3 (9.68%) Kubeflow
2 3 (9.68%) Prometheus
3 2 (6.45%) Ansible
3 2 (6.45%) Bugsnag
3 2 (6.45%) Packer
4 1 (3.23%) Kibana
Vendors
1 11 (35.48%) Databricks
2 7 (22.58%) Foundry
3 3 (9.68%) Google
3 3 (9.68%) NVIDIA
4 2 (6.45%) New Relic
4 2 (6.45%) OpenAI
5 1 (3.23%) Spotify