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 1 August 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Aug 2026
Same period 2025 Same period 2024
Rank 736 614 801
Rank change year-on-year -122 +187 +12
Permanent jobs citing Amazon SageMaker 32 64 25
As % of all permanent jobs in the UK 0.031% 0.13% 0.029%
As % of the Cloud Services category 0.12% 0.40% 0.091%
Number of salaries quoted 22 25 10
10th Percentile £62,750 £38,750 £70,250
25th Percentile £65,250 £60,000 £82,813
Median annual salary (50th Percentile) £91,887 £87,500 £103,750
Median % change year-on-year +5.01% -15.66% +29.69%
75th Percentile £115,000 £97,500 £124,375
90th Percentile - £98,750 £126,250
UK excluding London median annual salary £105,000 £67,500 £92,500
% change year-on-year +55.56% -27.03% +25.42%

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 27,825 15,982 27,605
As % of all permanent jobs advertised in the UK 26.96% 32.28% 32.13%
Number of salaries quoted 18,249 11,126 20,233
10th Percentile £31,250 £30,000 £31,250
25th Percentile £43,750 £40,875 £42,500
Median annual salary (50th Percentile) £62,500 £60,000 £60,000
Median % change year-on-year +4.17% - -4.37%
75th Percentile £84,500 £80,000 £80,000
90th Percentile £100,000 £102,410 £99,950
UK excluding London median annual salary £55,000 £51,500 £52,500
% change year-on-year +6.80% -1.90% -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 1 August 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 1 August 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 -106 22 £83,774 +11.70% 55
UK excluding London -94 19 £105,000 +55.56% 21
Work from Home -17 18 £105,000 +147.06% 21
North of England - 10 £83,774 - 3
London -55 8 £65,000 -25.71% 44
Scotland +9 5 £110,000 +41.94% 2
North West - 5 £70,000 - 1
Yorkshire - 4 £110,000 - 2
Wales - 2 £105,000 -
West Midlands -29 1 £65,000 -3.70% 1
Midlands -33 1 £65,000 -3.70% 1
South East -36 1 £67,000 +57.65% 5
North East - 1 £83,774 -

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 (3.13%) Apache Airflow
1 1 (3.13%) Apache Spark
Applications
1 1 (3.13%) Chatbot
Cloud Services
1 31 (96.88%) AWS
2 21 (65.63%) Azure
3 16 (50.00%) Amazon Bedrock
4 11 (34.38%) Azure Machine Learning
5 9 (28.13%) Azure AI
6 7 (21.88%) Amazon S3
6 7 (21.88%) Serverless
7 5 (15.63%) AWS Lambda
7 5 (15.63%) GCP
8 4 (12.50%) SaaS
8 4 (12.50%) Snowflake
8 4 (12.50%) Vertex AI
9 3 (9.38%) Amazon EKS
10 2 (6.25%) GitHub
10 2 (6.25%) GitHub Actions
10 2 (6.25%) Virtual Private Cloud
11 1 (3.13%) Amazon EC2
11 1 (3.13%) dbt
11 1 (3.13%) IaaS
11 1 (3.13%) PaaS
Database & Business Intelligence
1 7 (21.88%) Amazon Athena
2 3 (9.38%) Amazon Redshift
3 2 (6.25%) Data Warehouse
3 2 (6.25%) DynamoDB
3 2 (6.25%) Pinecone
3 2 (6.25%) PostgreSQL
4 1 (3.13%) Amazon RDS
4 1 (3.13%) Apache Iceberg
4 1 (3.13%) Big Data
4 1 (3.13%) BigQuery
4 1 (3.13%) Data Lake
4 1 (3.13%) Delta Lake
4 1 (3.13%) Elasticsearch
4 1 (3.13%) Looker
4 1 (3.13%) NoSQL
4 1 (3.13%) Redis
4 1 (3.13%) Tableau
4 1 (3.13%) TimescaleDB
4 1 (3.13%) Weaviate
Development Applications
1 4 (12.50%) MLflow
2 1 (3.13%) Git
2 1 (3.13%) Jenkins
2 1 (3.13%) RSpec
General
1 12 (37.50%) Social Skills
2 10 (31.25%) Finance
3 5 (15.63%) Inclusion and Diversity
4 4 (12.50%) Analytical Skills
4 4 (12.50%) Law
4 4 (12.50%) Public Sector
5 2 (6.25%) Marketing
6 1 (3.13%) Advertising
6 1 (3.13%) Banking
6 1 (3.13%) Financial Institution
6 1 (3.13%) Investment Banking
6 1 (3.13%) Legal
6 1 (3.13%) Presentation Skills
6 1 (3.13%) Tech for Good
Job Titles
1 17 (53.13%) Lead
2 7 (21.88%) Artificial Intelligence Consultant
2 7 (21.88%) Consultant
2 7 (21.88%) Senior
3 6 (18.75%) Principal Consultant
4 5 (15.63%) Data Scientist
4 5 (15.63%) Lead Data Scientist
4 5 (15.63%) Senior Data Scientist
5 4 (12.50%) Technical Leader
6 2 (6.25%) Architect
6 2 (6.25%) Data Engineer
6 2 (6.25%) Lead Software Engineer
6 2 (6.25%) Reliability Engineer
6 2 (6.25%) Software Engineer
7 1 (3.13%) Agentic Artificial Intelligence Engineer
7 1 (3.13%) Artificial Intelligence Architect
7 1 (3.13%) Artificial Intelligence Specialist
7 1 (3.13%) AWS Solution Architect
7 1 (3.13%) Gen AI Engineer
7 1 (3.13%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 8 (25.00%) LangChain
2 7 (21.88%) PyTorch
2 7 (21.88%) TensorFlow
3 5 (15.63%) scikit-learn
4 4 (12.50%) LangGraph
4 4 (12.50%) Pandas
5 3 (9.38%) CrewAI
5 3 (9.38%) NumPy
5 3 (9.38%) vLLM
6 2 (6.25%) Model Context Protocol
6 2 (6.25%) OpenTelemetry
6 2 (6.25%) Ray
7 1 (3.13%) BentoML
7 1 (3.13%) Blazor
7 1 (3.13%) Faiss
7 1 (3.13%) FastAPI
7 1 (3.13%) Playwright
7 1 (3.13%) Semantic Kernel
7 1 (3.13%) Snowpark
7 1 (3.13%) WebAssembly
Miscellaneous
1 10 (31.25%) AI Agents
2 3 (9.38%) Algorithms
2 3 (9.38%) Cloud Native
3 1 (3.13%) Data Protection Act
3 1 (3.13%) Distributed Systems
3 1 (3.13%) Enterprise Software
3 1 (3.13%) IoT
3 1 (3.13%) Product Ownership
3 1 (3.13%) Web Conferencing
Operating Systems
1 2 (6.25%) Linux
2 1 (3.13%) Unix
Processes & Methodologies
1 26 (81.25%) Machine Learning
2 24 (75.00%) AI
3 19 (59.38%) Mentoring
4 18 (56.25%) MLOps
5 17 (53.13%) CI/CD
6 16 (50.00%) LLM
7 12 (37.50%) Analytics
7 12 (37.50%) Infrastructure as Code
7 12 (37.50%) Software Engineering
7 12 (37.50%) Stakeholder Management
8 11 (34.38%) Generative AI
8 11 (34.38%) Observability
9 10 (31.25%) Data Science
9 10 (31.25%) Decision-Making
9 10 (31.25%) Technical Leadership
10 9 (28.13%) Artificial Intelligence Engineering
11 8 (25.00%) Coaching
11 8 (25.00%) Retrieval-Augmented Generation
12 7 (21.88%) Agile
12 7 (21.88%) Stakeholder Engagement
Programming Languages
1 25 (78.13%) Python
2 10 (31.25%) SQL
3 2 (6.25%) Java
3 2 (6.25%) Scala
4 1 (3.13%) Bash
4 1 (3.13%) C++
4 1 (3.13%) Go
4 1 (3.13%) JavaScript
4 1 (3.13%) Ruby
4 1 (3.13%) Shell Script
4 1 (3.13%) TypeScript
Qualifications
1 5 (15.63%) Security Cleared
2 4 (12.50%) SC Cleared
3 3 (9.38%) Degree
4 2 (6.25%) Microsoft Certified Professional
5 1 (3.13%) AWS Certification
5 1 (3.13%) AWS Certified Solutions Architect
5 1 (3.13%) Computer Science Degree
5 1 (3.13%) Master's Degree
5 1 (3.13%) PhD
Quality Assurance & Compliance
1 1 (3.13%) Data Quality
System Software
1 8 (25.00%) Docker
Systems Management
1 9 (28.13%) Kubernetes
1 9 (28.13%) Terraform
2 2 (6.25%) Grafana
2 2 (6.25%) Kubeflow
2 2 (6.25%) Prometheus
3 1 (3.13%) Ansible
3 1 (3.13%) Bugsnag
3 1 (3.13%) Packer
Vendors
1 10 (31.25%) Databricks
2 7 (21.88%) Foundry
3 3 (9.38%) Google
3 3 (9.38%) NVIDIA
4 2 (6.25%) OpenAI
5 1 (3.13%) Dataiku
5 1 (3.13%) DataRobot
5 1 (3.13%) New Relic
5 1 (3.13%) Palantir