Kubeflow Contracts with Hybrid/Remote/WFH Options

Kubeflow
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work requiring Kubeflow skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Kubeflow over the 6 months leading up to 18 June 2025, comparing them to the same period in the previous two years.

6 months to
18 Jun 2025
Same period 2024 Same period 2023
Rank 298 - 448
Rank change year-on-year - - +148
Contract jobs citing Kubeflow 7 0 5
As % of all contract jobs with a WFH option 0.072% - 0.021%
As % of the Systems Management category 0.45% - 0.13%
Number of daily rates quoted 5 0 5
10th Percentile £525 - -
25th Percentile £563 - £500
Median daily rate (50th Percentile) £575 - £1,100
Median % change year-on-year - - +76.00%
75th Percentile £588 - -
90th Percentile £648 - -
UK median daily rate £575 £525 £1,100
% change year-on-year +9.52% -52.27% +83.33%

All Systems Management Skills
Work from Home

Kubeflow falls under the Systems Management category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies with remote or hybrid options requiring systems management skills.

Contract vacancies with a requirement for systems management skills 1,551 1,672 3,794
As % of all contract jobs with a WFH option 15.89% 11.32% 15.94%
Number of daily rates quoted 1,086 1,258 2,809
10th Percentile £375 £363 £400
25th Percentile £425 £445 £469
Median daily rate (50th Percentile) £525 £525 £560
Median % change year-on-year - -6.25% -0.88%
75th Percentile £617 £628 £675
90th Percentile £738 £700 £750
UK median daily rate £513 £515 £550
% change year-on-year -0.49% -6.36% -2.65%
Number of hourly rates quoted 10 13 78
10th Percentile £43.70 - £25.50
25th Percentile £59.56 £46.25 £50.01
Median hourly rate £63.40 £48.00 £65.00
Median % change year-on-year +32.08% -26.15% +85.71%
75th Percentile £70.31 £55.00 £75.00
90th Percentile £78.28 £60.50 £85.75
UK median hourly rate £37.50 £32.50 £57.50
% change year-on-year +15.38% -43.48% +161.36%

Kubeflow
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Kubeflow as a proportion of all IT jobs advertised.

Kubeflow trend for jobs with Hybrid/Remote/WFH options

Kubeflow
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with remote working options citing Kubeflow.

Kubeflow daily rate for jobs with a WFH option

Kubeflow
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with remote working options citing Kubeflow over the 6 months to 18 June 2025.

Kubeflow daily rate histogram for jobs with a WFH option

Kubeflow
Co-occurring Skills and Capabilities with WFH Options by Category

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

Application Platforms
1 2 (28.57%) Apache Airflow
1 2 (28.57%) Apache Spark
2 1 (14.29%) Apache
Cloud Services
1 5 (71.43%) GCP
2 3 (42.86%) AWS
2 3 (42.86%) Azure
2 3 (42.86%) dbt
3 2 (28.57%) Vertex AI
4 1 (14.29%) Alation
4 1 (14.29%) Amazon SageMaker
4 1 (14.29%) Collibra
4 1 (14.29%) GitHub
4 1 (14.29%) GitHub Actions
4 1 (14.29%) IBM Watson
Database & Business Intelligence
1 2 (28.57%) BigQuery
1 2 (28.57%) Data Warehouse
2 1 (14.29%) Metadata
Development Applications
1 7 (100.00%) MLflow
2 1 (14.29%) GitLab
General
1 4 (57.14%) Social Skills
2 2 (28.57%) Advertising
2 2 (28.57%) Marketing
3 1 (14.29%) Finance
3 1 (14.29%) Presentation Skills
Job Titles
1 3 (42.86%) Machine Learning Engineer
2 2 (28.57%) Architect
2 2 (28.57%) Product Manager
2 2 (28.57%) Senior
3 1 (14.29%) Data Architect
3 1 (14.29%) Platform Engineer
3 1 (14.29%) Solutions Architect
Libraries, Frameworks & Software Standards
1 3 (42.86%) PyTorch
1 3 (42.86%) TensorFlow
2 2 (28.57%) Pandas
2 2 (28.57%) REST
2 2 (28.57%) scikit-learn
Miscellaneous
1 2 (28.57%) Algorithms
1 2 (28.57%) Cloud Native
1 2 (28.57%) Data Structures
1 2 (28.57%) Digital Media
1 2 (28.57%) Marketing Technology
Processes & Methodologies
1 7 (100.00%) Machine Learning
2 6 (85.71%) MLOps
3 4 (57.14%) Analytics
3 4 (57.14%) Artificial Intelligence
4 3 (42.86%) CI/CD
4 3 (42.86%) Data Science
4 3 (42.86%) Deep Learning
4 3 (42.86%) Platform Engineering
4 3 (42.86%) Predictive Analytics
4 3 (42.86%) Roadmaps
4 3 (42.86%) Software Engineering
5 2 (28.57%) Ad Operations
5 2 (28.57%) Containerisation
5 2 (28.57%) Marketing Mix
5 2 (28.57%) Order Management
5 2 (28.57%) Personalization
5 2 (28.57%) Product Requirements
5 2 (28.57%) Product Roadmap
5 2 (28.57%) Product Vision
5 2 (28.57%) Programmatic Advertising
Programming Languages
1 3 (42.86%) Python
2 2 (28.57%) SQL
3 1 (14.29%) Java
3 1 (14.29%) Rust
Qualifications
1 2 (28.57%) Degree
1 2 (28.57%) PhD
2 1 (14.29%) Master's Degree
Quality Assurance & Compliance
1 1 (14.29%) California Consumer Privacy Act
1 1 (14.29%) GDPR
System Software
1 4 (57.14%) Docker
Systems Management
1 2 (28.57%) Kubernetes
2 1 (14.29%) Terraform
Vendors
1 1 (14.29%) Databricks
1 1 (14.29%) IBM
1 1 (14.29%) Informatica
1 1 (14.29%) ServiceNow