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 4 July 2026, with comparisons to the same periods in the previous two years.

6 months to
4 Jul 2026
Same period 2025 Same period 2024
Rank 725 611 867
Rank change year-on-year -114 +256 -10
Permanent jobs citing Amazon SageMaker 37 64 30
As % of all permanent jobs in the UK 0.038% 0.13% 0.029%
As % of the Cloud Services category 0.14% 0.41% 0.086%
Number of salaries quoted 27 22 11
10th Percentile £62,500 £52,125 £72,500
25th Percentile £65,000 £62,500 £85,625
Median annual salary (50th Percentile) £83,774 £81,250 £115,000
Median % change year-on-year +3.11% -29.35% +43.75%
75th Percentile £115,000 £95,000 £123,750
90th Percentile £116,500 £98,625 £126,250
UK excluding London median annual salary £83,774 £70,000 £92,500
% change year-on-year +19.68% -24.32% +15.63%

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 26,375 15,565 34,794
As % of all permanent jobs advertised in the UK 27.28% 32.68% 33.11%
Number of salaries quoted 17,191 10,859 26,654
10th Percentile £31,250 £30,625 £30,500
25th Percentile £43,000 £41,250 £41,250
Median annual salary (50th Percentile) £62,500 £60,000 £57,500
Median % change year-on-year +4.17% +4.35% -8.73%
75th Percentile £83,750 £81,250 £77,500
90th Percentile £100,000 £102,500 £96,250
UK excluding London median annual salary £55,000 £52,500 £51,000
% change year-on-year +4.76% +2.94% -7.27%

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 4 July 2026.

Salary histogram for Amazon SageMaker in the UK

Amazon SageMaker
Top 14 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 4 July 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 -70 26 £76,887 -12.13% 51
Work from Home +2 24 £105,000 +50.00% 25
UK excluding London -82 20 £83,774 +19.68% 28
North of England - 10 £83,774 - 5
London -44 9 £65,000 -25.71% 35
North West - 5 £70,000 - 5
Yorkshire - 4 £110,000 -
Scotland +6 3 £110,000 +69.23% 3
West Midlands -24 2 £65,000 -3.70% 2
Midlands -28 2 £65,000 -3.70% 2
South West -75 2 £65,000 -31.58% 2
Wales - 2 £105,000 - 4
South East -31 1 £67,000 +16.52% 12
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 6 (16.22%) Apache Airflow
2 5 (13.51%) Apache Spark
3 2 (5.41%) Oracle Application Server
Applications
1 1 (2.70%) Chatbot
Cloud Services
1 36 (97.30%) AWS
2 23 (62.16%) Azure
3 15 (40.54%) Azure Machine Learning
4 11 (29.73%) Amazon Bedrock
5 10 (27.03%) Amazon S3
5 10 (27.03%) Serverless
5 10 (27.03%) Snowflake
6 9 (24.32%) AWS Lambda
6 9 (24.32%) Azure AI
7 7 (18.92%) GCP
7 7 (18.92%) Vertex AI
8 5 (13.51%) Dagster
9 3 (8.11%) AWS Step Functions
9 3 (8.11%) Power Platform
9 3 (8.11%) SaaS
10 2 (5.41%) Amazon EC2
10 2 (5.41%) Amazon EKS
10 2 (5.41%) GitHub
10 2 (5.41%) GitHub Actions
10 2 (5.41%) Virtual Private Cloud
Database & Business Intelligence
1 8 (21.62%) Amazon Redshift
1 8 (21.62%) Data Warehouse
2 7 (18.92%) Amazon Athena
3 5 (13.51%) Apache Iceberg
3 5 (13.51%) BigQuery
3 5 (13.51%) Delta Lake
3 5 (13.51%) Elasticsearch
3 5 (13.51%) Looker
3 5 (13.51%) Pinecone
3 5 (13.51%) Tableau
3 5 (13.51%) Weaviate
4 3 (8.11%) PostgreSQL
5 2 (5.41%) Oracle ODI
5 2 (5.41%) Oracle Reports
5 2 (5.41%) Power BI
5 2 (5.41%) Star Schema
6 1 (2.70%) Big Data
6 1 (2.70%) DynamoDB
6 1 (2.70%) NoSQL
6 1 (2.70%) TimescaleDB
Development Applications
1 8 (21.62%) MLflow
2 2 (5.41%) DBeaver
3 1 (2.70%) Git
3 1 (2.70%) Jenkins
General
1 12 (32.43%) Social Skills
2 7 (18.92%) Finance
3 5 (13.51%) Analytical Skills
4 4 (10.81%) Public Sector
5 1 (2.70%) Advertising
5 1 (2.70%) Presentation Skills
5 1 (2.70%) Tech for Good
Job Titles
1 13 (35.14%) Lead
2 12 (32.43%) Senior
3 11 (29.73%) Artificial Intelligence Consultant
3 11 (29.73%) Consultant
4 6 (16.22%) Data Scientist
4 6 (16.22%) Principal Consultant
5 5 (13.51%) Data Consultant
5 5 (13.51%) Lead Data Scientist
5 5 (13.51%) Senior Consultant
5 5 (13.51%) Senior Data Scientist
6 4 (10.81%) Technical Leader
7 3 (8.11%) Data Engineer
8 2 (5.41%) Architect
8 2 (5.41%) Artificial Intelligence Engineer
8 2 (5.41%) DataOps Engineer
9 1 (2.70%) Agentic Artificial Intelligence Engineer
9 1 (2.70%) AWS Solution Architect
9 1 (2.70%) Gen AI Engineer
9 1 (2.70%) Lead Data Engineer
9 1 (2.70%) Python Engineer
Libraries, Frameworks & Software Standards
1 11 (29.73%) PyTorch
1 11 (29.73%) TensorFlow
2 5 (13.51%) Faiss
2 5 (13.51%) LangChain
2 5 (13.51%) scikit-learn
2 5 (13.51%) vLLM
3 4 (10.81%) Pandas
4 3 (8.11%) NumPy
5 2 (5.41%) LangGraph
5 2 (5.41%) Laravel
5 2 (5.41%) Model Context Protocol
6 1 (2.70%) AWS CDK
6 1 (2.70%) CrewAI
6 1 (2.70%) FastAPI
6 1 (2.70%) GStreamer
6 1 (2.70%) Next.js
6 1 (2.70%) React
6 1 (2.70%) Semantic Kernel
6 1 (2.70%) Snowpark
6 1 (2.70%) XGBoost
Miscellaneous
1 8 (21.62%) AI Agents
2 5 (13.51%) Product Ownership
3 3 (8.11%) Algorithms
4 2 (5.41%) Cloud Native
5 1 (2.70%) Data Protection Act
5 1 (2.70%) Enterprise Software
5 1 (2.70%) IoT
5 1 (2.70%) Web Conferencing
Operating Systems
1 1 (2.70%) Linux
1 1 (2.70%) Unix
Processes & Methodologies
1 29 (78.38%) Machine Learning
2 25 (67.57%) AI
3 24 (64.86%) CI/CD
4 21 (56.76%) Mentoring
4 21 (56.76%) MLOps
5 19 (51.35%) LLM
6 15 (40.54%) Analytics
7 14 (37.84%) Data Science
8 13 (35.14%) Generative AI
9 12 (32.43%) Data Pipeline
9 12 (32.43%) Decision-Making
9 12 (32.43%) Stakeholder Management
10 11 (29.73%) Coaching
10 11 (29.73%) Data Engineering
10 11 (29.73%) Infrastructure as Code
10 11 (29.73%) Roadmaps
10 11 (29.73%) Software Engineering
10 11 (29.73%) Technical Leadership
10 11 (29.73%) Workshop Facilitation
11 10 (27.03%) Observability
Programming Languages
1 30 (81.08%) Python
2 18 (48.65%) SQL
3 7 (18.92%) Scala
4 5 (13.51%) Bash
4 5 (13.51%) Go
4 5 (13.51%) Java
5 1 (2.70%) C++
5 1 (2.70%) PHP
5 1 (2.70%) R
5 1 (2.70%) Shell Script
Qualifications
1 6 (16.22%) Degree
2 5 (13.51%) Security Cleared
3 4 (10.81%) SC Cleared
4 2 (5.41%) AWS Certification
4 2 (5.41%) Microsoft Certified Professional
5 1 (2.70%) AWS Certified Solutions Architect
5 1 (2.70%) Computer Science Degree
Quality Assurance & Compliance
1 4 (10.81%) Data Quality
System Software
1 12 (32.43%) Docker
Systems Management
1 9 (24.32%) Terraform
2 6 (16.22%) Kubernetes
3 1 (2.70%) Grafana
3 1 (2.70%) Kubeflow
3 1 (2.70%) Prometheus
Vendors
1 14 (37.84%) Databricks
2 7 (18.92%) Foundry
3 5 (13.51%) Palantir
4 2 (5.41%) Google
4 2 (5.41%) Oracle
5 1 (2.70%) Dataiku
5 1 (2.70%) DataRobot
5 1 (2.70%) NVIDIA
5 1 (2.70%) OpenAI