Period
to 22 October 2020

The following table provides summary statistics for permanent job vacancies 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 22 October 2020 with a comparison to the same period in the previous 2 years.

Amazon SageMaker
UK
6 months to
22 Oct 2020
Same period 2019 Same period 2018
Rank 661 1034 1152
Rank change year-on-year +373 +118 -
Permanent jobs citing Amazon SageMaker 27 30 29
As % of all permanent jobs advertised in the UK 0.055% 0.022% 0.018%
As % of the Cloud Services category 0.14% 0.069% 0.071%
Number of salaries quoted 23 21 23
Median annual salary £60,000 £76,000 £62,500
Median salary % change year-on-year -21.05% +21.60% -
10th Percentile £37,500 £49,000 £42,500
90th Percentile £123,000 £97,500 £90,600
UK excluding London median annual salary £41,250 £65,000 £62,500
% change year-on-year -36.54% +4.00% -

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 with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 19,653 43,507 40,883
As % of all permanent IT jobs advertised in the UK 40.13% 31.80% 24.81%
Number of salaries quoted 16,557 35,466 33,033
Median annual salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.55% - +10.00%
10th Percentile £32,500 £30,000 £30,000
90th Percentile £92,500 £90,000 £85,000
UK excluding London median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Amazon SageMaker
Job Vacancy Trend

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

Job vacancy trend for Amazon SageMaker in the UK

Amazon SageMaker
Salary Trend

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

Salary trend for Amazon SageMaker in the UK

Amazon SageMaker
Salary Histogram

Salary distribution for jobs citing Amazon SageMaker over the 6 months to 22 October 2020.

Salary histogram for Amazon SageMaker in the UK

Amazon SageMaker
Top 6 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 22 October 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
England +378 27 £60,000 -18.64% 10
London +253 17 £70,000 -12.50% 5
UK excluding London +339 9 £41,250 -36.54% 6
South West +125 8 £41,250 -17.50% 2
South East +223 1 - - 1
Work from Home +24 1 £87,500 +15.13%

For the 6 months to 22 October 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 with a requirement for Amazon SageMaker.

1 26 (96.30%) AWS
2 19 (70.37%) Python
3 16 (59.26%) Data Science
4 15 (55.56%) TensorFlow
4 15 (55.56%) Machine Learning
5 14 (51.85%) Artificial Intelligence
6 13 (48.15%) Marketing
7 12 (44.44%) Agile Software Development
7 12 (44.44%) Amazon S3
8 11 (40.74%) Software Engineering
8 11 (40.74%) SQL
8 11 (40.74%) Docker
9 10 (37.04%) Apache Spark
9 10 (37.04%) Amazon Redshift
9 10 (37.04%) React
10 9 (33.33%) Analytics
11 8 (29.63%) Elasticsearch
11 8 (29.63%) Secure Coding
11 8 (29.63%) MySQL
11 8 (29.63%) JavaScript
11 8 (29.63%) ETL
11 8 (29.63%) Scrum
11 8 (29.63%) Publishing
11 8 (29.63%) Cloud Computing
11 8 (29.63%) Node.js
11 8 (29.63%) Natural Language Processing
12 7 (25.93%) Tableau
12 7 (25.93%) R
12 7 (25.93%) Big Data
12 7 (25.93%) Visualisation

Amazon SageMaker
Co-occurring IT Skills 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 10 (37.04%) Apache Spark
2 8 (29.63%) Elasticsearch
3 2 (7.41%) Apache
4 1 (3.70%) Apache Airflow
4 1 (3.70%) Luigi
Cloud Services
1 26 (96.30%) AWS
2 12 (44.44%) Amazon S3
3 8 (29.63%) Cloud Computing
4 7 (25.93%) Azure
5 5 (18.52%) Amazon EC2
5 5 (18.52%) AWS Lambda
5 5 (18.52%) Serverless
6 4 (14.81%) Amazon SQS
6 4 (14.81%) Power Platform
7 3 (11.11%) GCP
8 2 (7.41%) Amazon ECS
8 2 (7.41%) Amazon Kinesis
9 1 (3.70%) Amazon ElastiCache
9 1 (3.70%) Amazon EMR
9 1 (3.70%) AWS CloudFormation
Database & Business Intelligence
1 10 (37.04%) Amazon Redshift
2 8 (29.63%) MySQL
3 7 (25.93%) Big Data
3 7 (25.93%) Tableau
4 5 (18.52%) Amazon RDS
5 4 (14.81%) Amazon QuickSight
5 4 (14.81%) Power BI
6 3 (11.11%) Amazon Athena
6 3 (11.11%) Amazon DynamoDB
6 3 (11.11%) Redis
7 2 (7.41%) Apache Hive
7 2 (7.41%) Data Lake
7 2 (7.41%) Hadoop
7 2 (7.41%) HBase
7 2 (7.41%) RDBMS
7 2 (7.41%) Relational Database
8 1 (3.70%) Amazon Aurora
8 1 (3.70%) Apache Cassandra
8 1 (3.70%) Electronic Patient Records
8 1 (3.70%) MongoDB
Development Applications
1 1 (3.70%) CircleCI
1 1 (3.70%) GoCD
1 1 (3.70%) Jenkins
General
1 13 (48.15%) Marketing
2 8 (29.63%) Publishing
3 3 (11.11%) Manufacturing
3 3 (11.11%) Public Sector
3 3 (11.11%) Retail
4 2 (7.41%) Finance
4 2 (7.41%) Telecoms
Job Titles
1 8 (29.63%) Data Scientist
2 7 (25.93%) Data Engineer
2 7 (25.93%) Software Engineer
3 4 (14.81%) AWS Engineer
3 4 (14.81%) Head of Data Science
3 4 (14.81%) Python Engineer
4 2 (7.41%) JavaScript Engineer
4 2 (7.41%) Machine Learning Engineer
5 1 (3.70%) Architect
5 1 (3.70%) AWS Architect
5 1 (3.70%) AWS Solutions Architect
5 1 (3.70%) Developer
5 1 (3.70%) Front End Developer (Client-Side Developer)
5 1 (3.70%) PHP Software Engineer
5 1 (3.70%) Senior Data Engineer
5 1 (3.70%) Senior Data Scientist
5 1 (3.70%) Solutions Architect
Libraries, Frameworks & Software Standards
1 15 (55.56%) TensorFlow
2 10 (37.04%) React
3 8 (29.63%) Natural Language Processing
3 8 (29.63%) Node.js
4 5 (18.52%) Laravel
4 5 (18.52%) scikit-learn
5 4 (14.81%) Kafka
5 4 (14.81%) Lambda Expressions
5 4 (14.81%) NumPy
5 4 (14.81%) Pandas
6 3 (11.11%) MXNet
6 3 (11.11%) PySpark
7 2 (7.41%) Matplotlib
7 2 (7.41%) XGBoost
8 1 (3.70%) Apache NiFi
8 1 (3.70%) RESTful
Miscellaneous
1 4 (14.81%) Renewable Energy
2 2 (7.41%) NHS
3 1 (3.70%) Algorithms
3 1 (3.70%) Greenfield Project
Processes & Methodologies
1 16 (59.26%) Data Science
2 15 (55.56%) Machine Learning
3 14 (51.85%) Artificial Intelligence
4 12 (44.44%) Agile Software Development
5 11 (40.74%) Software Engineering
6 9 (33.33%) Analytics
7 8 (29.63%) ETL
7 8 (29.63%) Scrum
7 8 (29.63%) Secure Coding
8 7 (25.93%) Data Engineering
8 7 (25.93%) Visualisation
9 4 (14.81%) Business Intelligence
9 4 (14.81%) Data Visualisation
9 4 (14.81%) Deep Learning
9 4 (14.81%) Digital Transformation Programme
9 4 (14.81%) Predictive Analytics
9 4 (14.81%) Prescriptive Analytics
10 3 (11.11%) Computer Vision
10 3 (11.11%) Statistical Analysis
10 3 (11.11%) Translating Business Requirements
Programming Languages
1 19 (70.37%) Python
2 11 (40.74%) SQL
3 8 (29.63%) JavaScript
4 7 (25.93%) R
5 5 (18.52%) PHP
6 4 (14.81%) PowerShell
7 1 (3.70%) Bash Shell
7 1 (3.70%) Java
7 1 (3.70%) Scala
System Software
1 11 (40.74%) Docker
2 1 (3.70%) Apache Flume
Systems Management
1 3 (11.11%) Terraform
2 2 (7.41%) Kubernetes
3 1 (3.70%) Mesos
Vendors
1 4 (14.81%) Alteryx
1 4 (14.81%) Databricks
1 4 (14.81%) Microsoft
2 3 (11.11%) Dataiku
2 3 (11.11%) Google
3 2 (7.41%) Cisco
4 1 (3.70%) Oracle