Period
to 17 October 2021

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 17 October 2021 with a comparison to the same period in the previous 2 years.

Amazon SageMaker
UK
6 months to
17 Oct 2021
Same period 2020 Same period 2019
Rank 893 669 1061
Rank change year-on-year -224 +392 +103
Permanent jobs citing Amazon SageMaker 131 25 29
As % of all permanent jobs advertised in the UK 0.11% 0.052% 0.021%
As % of the Cloud Services category 0.24% 0.13% 0.066%
Number of salaries quoted 57 21 18
10th Percentile £46,250 £37,500 £47,800
25th Percentile £53,750 £41,250 £60,000
Median annual salary (50th Percentile) £72,500 £60,000 £73,750
Median % change year-on-year +20.83% -18.64% +18.00%
75th Percentile £78,750 £77,500 £88,500
90th Percentile £97,500 £130,000 £99,750
UK excluding London median annual salary £60,000 £40,000 £65,000
% change year-on-year +50.00% -38.46% +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 53,978 19,295 43,732
As % of all permanent IT jobs advertised in the UK 43.34% 40.28% 31.86%
Number of salaries quoted 37,682 16,376 35,978
10th Percentile £32,500 £32,750 £30,000
25th Percentile £42,500 £42,500 £39,267
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -
75th Percentile £78,750 £75,000 £75,000
90th Percentile £95,000 £92,500 £90,000
UK excluding London median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

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 17 October 2021.

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 17 October 2021. 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 -220 117 £72,500 +20.83% 12
London -187 78 £72,500 +3.57% 11
UK excluding London -224 35 £60,000 +50.00% 1
Work from Home -260 24 £60,000 -31.43% 3
South East -150 12 £68,750 - 1
South West -79 10 £47,500 +18.75%
North of England - 9 £60,000 -
North West - 8 £60,000 -
East of England - 3 - -
East Midlands - 1 - -
Midlands - 1 - -
Yorkshire - 1 - -

For the 6 months to 17 October 2021, 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.

1 118 (90.08%) Python
2 106 (80.92%) AWS
3 91 (69.47%) Machine Learning
4 83 (63.36%) Analytics
5 76 (58.02%) SQL
6 73 (55.73%) Agile Software Development
7 72 (54.96%) Data Science
8 70 (53.44%) Apache Spark
9 55 (41.98%) Serverless
10 53 (40.46%) Databricks
11 50 (38.17%) Java
12 48 (36.64%) AWS Lambda
13 47 (35.88%) Amazon S3
14 46 (35.11%) Kafka
15 44 (33.59%) Algorithms
15 44 (33.59%) Azure
15 44 (33.59%) Social Skills
16 41 (31.30%) Continuous Integration
16 41 (31.30%) DevOps
17 38 (29.01%) Docker
17 38 (29.01%) Artificial Intelligence
17 38 (29.01%) Software Engineering
18 37 (28.24%) Big Data
19 36 (27.48%) R
20 34 (25.95%) ETL
21 33 (25.19%) TensorFlow
22 32 (24.43%) Scala
23 31 (23.66%) GCP
24 30 (22.90%) Amazon Redshift
24 30 (22.90%) Natural Language Processing

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 70 (53.44%) Apache Spark
2 16 (12.21%) Elasticsearch
3 13 (9.92%) Oracle Application Server
4 8 (6.11%) Apache
4 8 (6.11%) Apache Airflow
5 6 (4.58%) Jupyter
6 5 (3.82%) Apache Solr
6 5 (3.82%) Confluence
7 4 (3.05%) nginx
8 2 (1.53%) SAS
Applications
1 1 (0.76%) SPSS
Cloud Services
1 106 (80.92%) AWS
2 55 (41.98%) Serverless
3 48 (36.64%) AWS Lambda
4 47 (35.88%) Amazon S3
5 44 (33.59%) Azure
6 31 (23.66%) GCP
7 28 (21.37%) Amazon CloudWatch
8 27 (20.61%) Amazon EMR
8 27 (20.61%) AWS CloudFormation
9 25 (19.08%) Amazon SQS
10 23 (17.56%) Amazon Kinesis
10 23 (17.56%) Azure Machine Learning
11 22 (16.79%) Snowflake
12 19 (14.50%) Amazon EC2
13 17 (12.98%) Amazon EKS
13 17 (12.98%) AWS CloudTrail
13 17 (12.98%) Azure Cosmos DB
13 17 (12.98%) Azure Event Grid
13 17 (12.98%) Azure Service Bus
13 17 (12.98%) Azure Synapse Analytics
Communications & Networking
1 17 (12.98%) Cisco IPT
Database & Business Intelligence
1 37 (28.24%) Big Data
2 30 (22.90%) Amazon Redshift
3 29 (22.14%) Data Mining
4 25 (19.08%) Amazon DynamoDB
4 25 (19.08%) Electronic Patient Records
5 24 (18.32%) Amazon Athena
6 19 (14.50%) Data Lake
7 18 (13.74%) Amazon RDS
8 16 (12.21%) NoSQL
9 14 (10.69%) Data Warehouse
10 13 (9.92%) Oracle BI EE
10 13 (9.92%) Oracle Database
10 13 (9.92%) Oracle Database 12c
10 13 (9.92%) Oracle ODI
11 11 (8.40%) Neo4j
12 7 (5.34%) MongoDB
12 7 (5.34%) PostgreSQL
13 6 (4.58%) Hadoop
14 5 (3.82%) Apache Hive
14 5 (3.82%) Spotfire
Development Applications
1 17 (12.98%) kappa
2 16 (12.21%) Jenkins
3 13 (9.92%) Oracle APEX
4 9 (6.87%) IBM UrbanCode
4 9 (6.87%) Octopus Deploy
4 9 (6.87%) Team Foundation Server
4 9 (6.87%) TeamCity
4 9 (6.87%) Travis CI
5 6 (4.58%) Atlassian Bamboo
5 6 (4.58%) Vagrant
6 5 (3.82%) Bitbucket
6 5 (3.82%) JIRA
7 4 (3.05%) Cypress.io
7 4 (3.05%) Mocha
8 2 (1.53%) CircleCI
9 1 (0.76%) GitLab
General
1 44 (33.59%) Social Skills
2 28 (21.37%) Analytical Skills
3 16 (12.21%) Finance
4 13 (9.92%) Law
5 11 (8.40%) Presentation Skills
6 10 (7.63%) Marketing
6 10 (7.63%) Pharmaceutical
6 10 (7.63%) Retail
7 9 (6.87%) Inclusion and Diversity
8 7 (5.34%) Games
9 5 (3.82%) Telecoms
10 4 (3.05%) Advertising
11 2 (1.53%) Public Sector
12 1 (0.76%) Manufacturing
12 1 (0.76%) Wearables
Job Titles
1 44 (33.59%) Data Scientist
2 36 (27.48%) Data Engineer
3 19 (14.50%) Cloud Engineer
4 17 (12.98%) DevSecOps Engineer
5 16 (12.21%) Machine Learning Engineer
5 16 (12.21%) Security Engineer
6 13 (9.92%) Software Engineer
7 8 (6.11%) Business Intelligence Lead
8 6 (4.58%) AWS Engineer
8 6 (4.58%) Python Engineer
9 5 (3.82%) Associate Director
9 5 (3.82%) Data Programmer
9 5 (3.82%) Programmer
9 5 (3.82%) Senior Data Scientist
9 5 (3.82%) Systems Engineer
10 4 (3.05%) Data Science Engineer
10 4 (3.05%) Developer
10 4 (3.05%) Senior Software Engineer
11 3 (2.29%) AWS Software Engineer
11 3 (2.29%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 46 (35.11%) Kafka
2 33 (25.19%) TensorFlow
3 27 (20.61%) Pandas
4 25 (19.08%) scikit-learn
5 20 (15.27%) NumPy
6 13 (9.92%) Oracle GoldenGate
7 12 (9.16%) Keras
7 12 (9.16%) PySpark
7 12 (9.16%) SciPy
8 10 (7.63%) React
8 10 (7.63%) REST
9 9 (6.87%) Elastic Stack
9 9 (6.87%) SOAP
10 8 (6.11%) Matplotlib
10 8 (6.11%) MLlib
11 7 (5.34%) MXNet
12 6 (4.58%) Flask
12 6 (4.58%) NLTK
12 6 (4.58%) Spark Streaming
12 6 (4.58%) SQLAlchemy
Miscellaneous
1 44 (33.59%) Algorithms
2 8 (6.11%) Data Structures
3 5 (3.82%) Legacy Systems
3 5 (3.82%) Life Science
3 5 (3.82%) NHS
4 4 (3.05%) Cloud Native
4 4 (3.05%) Self-Motivation
5 3 (2.29%) Credit Risk
6 2 (1.53%) Biotechnology
Operating Systems
1 9 (6.87%) Mesosphere
2 6 (4.58%) Apple iOS
3 4 (3.05%) Linux
3 4 (3.05%) Unix
Processes & Methodologies
1 91 (69.47%) Machine Learning
2 83 (63.36%) Analytics
3 73 (55.73%) Agile Software Development
4 72 (54.96%) Data Science
5 41 (31.30%) Continuous Integration
5 41 (31.30%) DevOps
6 38 (29.01%) Artificial Intelligence
6 38 (29.01%) Software Engineering
7 34 (25.95%) ETL
8 30 (22.90%) Natural Language Processing
8 30 (22.90%) Visualisation
9 27 (20.61%) Computer Science
9 27 (20.61%) Continuous Deployment
9 27 (20.61%) Continuous Improvement
10 26 (19.85%) Problem-Solving
11 24 (18.32%) Data Analytics
12 23 (17.56%) Scrum
12 23 (17.56%) Statistics
13 20 (15.27%) Business Intelligence
13 20 (15.27%) Data Security
Programming Languages
1 118 (90.08%) Python
2 76 (58.02%) SQL
3 50 (38.17%) Java
4 36 (27.48%) R
5 32 (24.43%) Scala
6 17 (12.98%) Bash Shell
6 17 (12.98%) C#
6 17 (12.98%) PowerShell
7 13 (9.92%) JavaScript
8 11 (8.40%) PL/SQL
9 9 (6.87%) Go
10 6 (4.58%) Apple Swift
10 6 (4.58%) C++
11 5 (3.82%) Cypher
11 5 (3.82%) SPARQL
12 4 (3.05%) TypeScript
13 1 (0.76%) Clojure
13 1 (0.76%) Kotlin
13 1 (0.76%) PHP
13 1 (0.76%) Ruby
Qualifications
1 28 (21.37%) Degree
2 17 (12.98%) (ISC)2 CCSP
2 17 (12.98%) AWS Certification
2 17 (12.98%) Cisco Certification
2 17 (12.98%) CISSP
3 15 (11.45%) CCSP
4 5 (3.82%) Computer Science Degree
4 5 (3.82%) Master's Degree
5 4 (3.05%) PhD
5 4 (3.05%) Security Cleared
6 3 (2.29%) Numerate Degree
Quality Assurance & Compliance
1 6 (4.58%) Data Quality
System Software
1 38 (29.01%) Docker
2 6 (4.58%) VirtualBox
Systems Management
1 28 (21.37%) Kubernetes
2 23 (17.56%) Terraform
3 15 (11.45%) Ansible
4 9 (6.87%) Automic
4 9 (6.87%) Kibana
4 9 (6.87%) logstash
4 9 (6.87%) Opscode Chef
4 9 (6.87%) Prometheus
4 9 (6.87%) Puppet
5 6 (4.58%) Docker Swarm
6 3 (2.29%) Kubeflow
Vendors
1 53 (40.46%) Databricks
2 24 (18.32%) Microsoft
3 20 (15.27%) Google
4 17 (12.98%) ServiceNow
5 13 (9.92%) Oracle
6 9 (6.87%) Splunk
7 8 (6.11%) Dataiku
8 6 (4.58%) Cloudera
8 6 (4.58%) Hortonworks
8 6 (4.58%) Sage
9 5 (3.82%) Cisco
10 4 (3.05%) New Relic
11 3 (2.29%) Alteryx
12 2 (1.53%) SAP
13 1 (0.76%) Apple