Period
to 14 July 2020

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Amazon SageMaker skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon SageMaker over the 6 months to 14 July 2020 with a comparison to the same period in the previous 2 years.

Amazon SageMaker
England > London
6 months to
14 Jul 2020
Same period 2019 Same period 2018
Rank 555 746 832
Rank change year-on-year +191 +86 -
Permanent jobs citing Amazon SageMaker 12 12 7
As % of all permanent jobs advertised in London 0.038% 0.021% 0.010%
As % of the Cloud Services category 0.095% 0.061% 0.036%
Number of salaries quoted 9 10 7
Median annual salary £77,500 £71,250 £61,000
Median salary % change year-on-year +8.77% +16.80% -
10th Percentile £52,500 £47,500 £46,500
90th Percentile £147,500 £88,500 £77,300
England median annual salary £77,500 £70,000 £61,000
% change year-on-year +10.71% +14.75% -

Amazon SageMaker is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for cloud computing skills.

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 12,593 19,611 19,488
As % of all permanent IT jobs advertised in London 40.04% 33.62% 26.95%
Number of salaries quoted 10,342 16,246 15,814
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £40,000 £36,250 £35,000
90th Percentile £103,750 £96,250 £92,500
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Amazon SageMaker
Job Vacancy Trend in London

Job postings citing Amazon SageMaker as a proportion of all IT jobs advertised in London.

Job vacancy trend for Amazon SageMaker in London

Amazon SageMaker
Salary Trend in London

3-month moving average salary quoted in jobs citing Amazon SageMaker in London.

Salary trend for Amazon SageMaker in London

Amazon SageMaker
Salary Histogram in London

Salary distribution for jobs citing Amazon SageMaker in London over the 6 months to 14 July 2020.

Salary histogram for Amazon SageMaker in London

Amazon SageMaker
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon SageMaker within the London region over the 6 months to 14 July 2020. 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
Job
Vacancies
Central London +99 1 £60,000 +9.09% 1
Amazon SageMaker
England

For the 6 months to 14 July 2020, IT jobs citing Amazon SageMaker also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Amazon SageMaker.

1 10 (83.33%) Machine Learning
1 10 (83.33%) Data Science
2 9 (75.00%) Analytics
3 8 (66.67%) scikit-learn
3 8 (66.67%) TensorFlow
4 7 (58.33%) Apache Spark
4 7 (58.33%) Docker
4 7 (58.33%) Hadoop
4 7 (58.33%) AWS
4 7 (58.33%) Natural Language Processing
4 7 (58.33%) Python
4 7 (58.33%) Software Engineering
5 6 (50.00%) Statistical Analysis
5 6 (50.00%) Amazon S3
5 6 (50.00%) Kubernetes
5 6 (50.00%) MXNet
6 5 (41.67%) Pandas
6 5 (41.67%) NumPy
6 5 (41.67%) Artificial Intelligence
6 5 (41.67%) Image Processing
6 5 (41.67%) Agile Software Development
7 4 (33.33%) JavaScript
7 4 (33.33%) SQL
7 4 (33.33%) Configuration Management
7 4 (33.33%) Unit Testing
7 4 (33.33%) Atlassian Bamboo
7 4 (33.33%) Continuous Integration
7 4 (33.33%) Visualisation
7 4 (33.33%) NoSQL
7 4 (33.33%) VirtualBox

Amazon SageMaker
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 7 (58.33%) Apache Spark
2 4 (33.33%) Jupyter
3 2 (16.67%) Apache
3 2 (16.67%) Apache Airflow
Cloud Services
1 7 (58.33%) AWS
2 6 (50.00%) Amazon S3
3 2 (16.67%) Amazon EC2
3 2 (16.67%) Amazon ECS
3 2 (16.67%) Amazon EMR
3 2 (16.67%) AWS Data Pipeline
3 2 (16.67%) AWS Lambda
3 2 (16.67%) Serverless
4 1 (8.33%) Amazon SQS
4 1 (8.33%) Azure
4 1 (8.33%) Azure Machine Learning
4 1 (8.33%) GCP
Database & Business Intelligence
1 7 (58.33%) Hadoop
2 4 (33.33%) Big Data
2 4 (33.33%) Neo4j
2 4 (33.33%) NoSQL
3 3 (25.00%) Apache Hive
4 2 (16.67%) Amazon QuickSight
4 2 (16.67%) Looker
5 1 (8.33%) Amazon Athena
5 1 (8.33%) Amazon RDS
5 1 (8.33%) Amazon Redshift
5 1 (8.33%) HBase
5 1 (8.33%) PostgreSQL
5 1 (8.33%) RDBMS
5 1 (8.33%) Redis
5 1 (8.33%) Relational Database
Development Applications
1 4 (33.33%) Atlassian Bamboo
1 4 (33.33%) Jenkins
1 4 (33.33%) Vagrant
2 2 (16.67%) MLflow
3 1 (8.33%) PhantomJS
3 1 (8.33%) WebDriver
General
1 3 (25.00%) Manufacturing
1 3 (25.00%) Retail
2 2 (16.67%) Marketing
Job Titles
1 4 (33.33%) Artificial Intelligence Engineer
2 2 (16.67%) Business Intelligence Developer
2 2 (16.67%) Data Science Leader
2 2 (16.67%) Data Scientist
2 2 (16.67%) Developer
2 2 (16.67%) Head of Data Science
2 2 (16.67%) Senior Data Scientist
3 1 (8.33%) AWS Engineer
3 1 (8.33%) Data Engineer
3 1 (8.33%) Python Engineer
3 1 (8.33%) Senior Software Engineer
3 1 (8.33%) Senior Web Engineer
3 1 (8.33%) Software Engineer
3 1 (8.33%) Web Engineer
Libraries, Frameworks & Software Standards
1 8 (66.67%) scikit-learn
1 8 (66.67%) TensorFlow
2 7 (58.33%) Natural Language Processing
3 6 (50.00%) MXNet
4 5 (41.67%) NumPy
4 5 (41.67%) Pandas
5 4 (33.33%) Spark Streaming
6 3 (25.00%) Kafka
6 3 (25.00%) PySpark
7 2 (16.67%) Keras
7 2 (16.67%) Matplotlib
7 2 (16.67%) PyTorch
7 2 (16.67%) REST
8 1 (8.33%) CoreNLP
8 1 (8.33%) Node.js
8 1 (8.33%) OpenNLP
8 1 (8.33%) RabbitMQ
8 1 (8.33%) SpaCy
8 1 (8.33%) UIMA
Miscellaneous
1 3 (25.00%) Acoustics
1 3 (25.00%) Blog
2 2 (16.67%) Algorithms
2 2 (16.67%) User Experience
3 1 (8.33%) Management Information System
Processes & Methodologies
1 10 (83.33%) Data Science
1 10 (83.33%) Machine Learning
2 9 (75.00%) Analytics
3 7 (58.33%) Software Engineering
4 6 (50.00%) Statistical Analysis
5 5 (41.67%) Agile Software Development
5 5 (41.67%) Artificial Intelligence
5 5 (41.67%) Image Processing
6 4 (33.33%) Configuration Management
6 4 (33.33%) Continuous Integration
6 4 (33.33%) Data Analytics
6 4 (33.33%) Data Munging
6 4 (33.33%) Deep Learning
6 4 (33.33%) Predictive Modelling
6 4 (33.33%) Sentiment Analysis
6 4 (33.33%) Unit Testing
6 4 (33.33%) Visualisation
7 3 (25.00%) Computer Vision
7 3 (25.00%) Data Engineering
7 3 (25.00%) ETL
Programming Languages
1 7 (58.33%) Python
2 4 (33.33%) JavaScript
2 4 (33.33%) SQL
3 1 (8.33%) Java
3 1 (8.33%) R
Qualifications
1 2 (16.67%) Computer Science Degree
1 2 (16.67%) Degree
1 2 (16.67%) PhD
System Software
1 7 (58.33%) Docker
2 4 (33.33%) VirtualBox
Systems Management
1 6 (50.00%) Kubernetes
2 4 (33.33%) Ansible
2 4 (33.33%) Docker Swarm
3 2 (16.67%) Terraform
Vendors
1 4 (33.33%) Cloudera
1 4 (33.33%) Databricks
1 4 (33.33%) Dataiku
1 4 (33.33%) Hortonworks
2 2 (16.67%) Tableau
3 1 (8.33%) Google