Period
to 18 April 2021

The following table provides summary statistics for permanent job vacancies with a requirement for Kubeflow skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kubeflow over the 6 months to 18 April 2021 with a comparison to the same period in the previous 2 years.

Kubeflow
UK
6 months to
18 Apr 2021
Same period 2020 Same period 2019
Rank 835 948 -
Rank change year-on-year +113 - -
Permanent jobs citing Kubeflow 10 20 0
As % of all permanent jobs advertised in the UK 0.012% 0.018% -
As % of the Systems Management category 0.073% 0.14% -
Number of salaries quoted 8 19 0
Median annual salary (50th Percentile) £75,000 £80,000 -
Median % change year-on-year -6.25% - -
UK excluding London median annual salary £62,500 - -

Kubeflow is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for systems management skills.

All Systems Management Skills
UK
Permanent vacancies with a requirement for systems management skills 13,697 14,581 17,799
As % of all permanent IT jobs advertised in the UK 16.27% 13.25% 11.97%
Number of salaries quoted 10,945 11,537 13,989
10th Percentile £37,500 £33,000 £32,500
25th Percentile £46,250 £45,000 £42,500
Median annual salary (50th Percentile) £62,500 £60,000 £57,500
Median % change year-on-year +4.17% +4.35% +4.55%
75th Percentile £81,250 £80,000 £76,250
90th Percentile £95,000 £95,000 £90,000
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

Kubeflow
Job Vacancy Trend

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

Job vacancy trend for Kubeflow in the UK

Kubeflow
Salary Trend

3-month moving average salary quoted in jobs citing Kubeflow.

Salary trend for Kubeflow in the UK

Kubeflow
Salary Histogram

Salary distribution for jobs citing Kubeflow over the 6 months to 18 April 2021.

Salary histogram for Kubeflow in the UK

Kubeflow
Top 4 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kubeflow within the UK over the 6 months to 18 April 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 +113 10 £75,000 -6.25% 1
London +92 6 £82,500 +3.13% 1
South East - 4 £62,500 -
UK excluding London - 4 £62,500 -

For the 6 months to 18 April 2021, IT jobs citing Kubeflow 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 Kubeflow.

1 10 (100.00%) Python
1 10 (100.00%) Kubernetes
2 9 (90.00%) DevOps
2 9 (90.00%) SQL
3 8 (80.00%) Docker
4 7 (70.00%) Data Science
5 6 (60.00%) Machine Learning
5 6 (60.00%) Data Analytics
5 6 (60.00%) Analytics
5 6 (60.00%) Apache Spark
5 6 (60.00%) Finance
6 5 (50.00%) Software Engineering
6 5 (50.00%) Git (software)
6 5 (50.00%) Azure
6 5 (50.00%) PaaS
6 5 (50.00%) Release Automation
6 5 (50.00%) MLflow
7 4 (40.00%) NoSQL
7 4 (40.00%) AWS
7 4 (40.00%) Agile Software Development
8 3 (30.00%) Amazon ElastiCache
8 3 (30.00%) Ansible
8 3 (30.00%) Amazon RDS
8 3 (30.00%) Amazon SQS
8 3 (30.00%) CloudFront
8 3 (30.00%) Node.js
8 3 (30.00%) Route 53
8 3 (30.00%) Responsive Web Design
8 3 (30.00%) AWS CloudFormation
8 3 (30.00%) Amazon CloudWatch

Kubeflow
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 6 (60.00%) Apache Spark
2 1 (10.00%) Confluence
2 1 (10.00%) Jupyter
Cloud Services
1 5 (50.00%) Azure
1 5 (50.00%) PaaS
2 4 (40.00%) AWS
3 3 (30.00%) Amazon CloudWatch
3 3 (30.00%) Amazon ECS
3 3 (30.00%) Amazon ElastiCache
3 3 (30.00%) Amazon SageMaker
3 3 (30.00%) Amazon SQS
3 3 (30.00%) AWS CloudFormation
3 3 (30.00%) AWS CloudTrail
3 3 (30.00%) AWS CodeBuild
3 3 (30.00%) AWS CodeDeploy
3 3 (30.00%) AWS CodePipeline
3 3 (30.00%) AWS Lambda
3 3 (30.00%) Bitrise
3 3 (30.00%) CloudFront
3 3 (30.00%) Firebase
3 3 (30.00%) Google Play
3 3 (30.00%) Route 53
3 3 (30.00%) Serverless
Database & Business Intelligence
1 4 (40.00%) NoSQL
2 3 (30.00%) Amazon RDS
2 3 (30.00%) MySQL
3 2 (20.00%) Big Data
4 1 (10.00%) RDBMS
4 1 (10.00%) Relational Database
Development Applications
1 5 (50.00%) Git (software)
1 5 (50.00%) MLflow
General
1 6 (60.00%) Finance
2 1 (10.00%) Banking
Job Titles
1 4 (40.00%) DevOps Engineer
2 3 (30.00%) Azure Engineer
2 3 (30.00%) Cloud Engineer
3 2 (20.00%) Machine Learning Engineer
4 1 (10.00%) .NET Developer
4 1 (10.00%) Azure Developer
4 1 (10.00%) Cloud Developer
4 1 (10.00%) Data Analytics Engineer
4 1 (10.00%) Data Engineer
4 1 (10.00%) Developer
4 1 (10.00%) Junior
4 1 (10.00%) Operations Engineer
4 1 (10.00%) Platform Engineer
4 1 (10.00%) Python Engineer
Libraries, Frameworks & Software Standards
1 3 (30.00%) Node.js
1 3 (30.00%) RESTful
1 3 (30.00%) Symfony
2 2 (20.00%) .NET
2 2 (20.00%) .NET Framework
3 1 (10.00%) Flask
3 1 (10.00%) PySpark
Miscellaneous
1 1 (10.00%) Algorithms
1 1 (10.00%) Analytical Skills
Operating Systems
1 3 (30.00%) Linux
Processes & Methodologies
1 9 (90.00%) DevOps
2 7 (70.00%) Data Science
3 6 (60.00%) Analytics
3 6 (60.00%) Data Analytics
3 6 (60.00%) Machine Learning
4 5 (50.00%) Release Automation
4 5 (50.00%) Software Engineering
5 4 (40.00%) Agile Software Development
6 3 (30.00%) Continuous Integration
6 3 (30.00%) Microservices
6 3 (30.00%) Responsive Web Design
6 3 (30.00%) Web Design
6 3 (30.00%) YAGNI
7 1 (10.00%) Computer Science
7 1 (10.00%) Data Engineering
7 1 (10.00%) Fintech
7 1 (10.00%) Scrum
Programming Languages
1 10 (100.00%) Python
2 9 (90.00%) SQL
3 3 (30.00%) Bash Shell
3 3 (30.00%) ES6
3 3 (30.00%) JavaScript
3 3 (30.00%) PHP
4 1 (10.00%) C#
4 1 (10.00%) Java
4 1 (10.00%) Scala
Qualifications
1 1 (10.00%) Computer Science Degree
1 1 (10.00%) Degree
System Software
1 8 (80.00%) Docker
Systems Management
1 10 (100.00%) Kubernetes
2 3 (30.00%) Ansible
2 3 (30.00%) Terraform
Vendors
1 3 (30.00%) Google