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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 300 344 -
Rank change year-on-year +44 - -
Contract jobs citing Kubeflow 4 1 0
As % of all contract jobs with a WFH option 0.040% 0.007% -
As % of the Systems Management category 0.26% 0.061% -
Number of daily rates quoted 3 1 0
10th Percentile - - -
25th Percentile £563 £425 -
Median daily rate (50th Percentile) £575 £450 -
Median % change year-on-year +27.78% - -
75th Percentile £638 £475 -
90th Percentile £668 - -
UK median daily rate £575 £525 -
% change year-on-year +9.52% - -

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 1,534 1,647 4,293
As % of all contract jobs with a WFH option 15.49% 10.73% 16.60%
Number of daily rates quoted 1,114 1,220 3,179
10th Percentile £386 £356 £400
25th Percentile £440 £450 £470
Median daily rate (50th Percentile) £533 £530 £550
Median % change year-on-year +0.47% -3.64% -2.22%
75th Percentile £626 £631 £675
90th Percentile £788 £700 £750
UK median daily rate £525 £515 £563
% change year-on-year +1.90% -8.41% -0.44%
Number of hourly rates quoted 14 23 73
10th Percentile £16.10 £21.73 £26.55
25th Percentile £25.50 £38.58 £55.00
Median hourly rate £40.88 £47.50 £66.00
Median % change year-on-year -13.95% -28.03% +65.00%
75th Percentile £64.69 £58.13 £77.50
90th Percentile £71.38 £67.25 £87.50
UK median hourly rate £26.45 £30.00 £57.50
% change year-on-year -11.83% -47.83% +155.56%

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
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 3 (75.00%) Apache
2 2 (50.00%) Apache Spark
Cloud Services
1 4 (100.00%) AWS
1 4 (100.00%) Azure
1 4 (100.00%) GCP
2 2 (50.00%) Amazon SageMaker
3 1 (25.00%) GitHub
3 1 (25.00%) GitHub Actions
3 1 (25.00%) IBM Watson
Database & Business Intelligence
1 2 (50.00%) Big Data
1 2 (50.00%) Data Lake
1 2 (50.00%) Data Warehouse
1 2 (50.00%) Hadoop
Development Applications
1 4 (100.00%) MLflow
2 1 (25.00%) GitLab
General
1 2 (50.00%) Social Skills
2 1 (25.00%) Presentation Skills
Job Titles
1 2 (50.00%) Data Engineer
1 2 (50.00%) Senior
1 2 (50.00%) Senior Data Engineer
2 1 (25.00%) Architect
2 1 (25.00%) Machine Learning Engineer
2 1 (25.00%) Platform Engineer
2 1 (25.00%) Solutions Architect
Libraries, Frameworks & Software Standards
1 3 (75.00%) PyTorch
1 3 (75.00%) TensorFlow
2 2 (50.00%) Kafka
2 2 (50.00%) scikit-learn
Miscellaneous
1 2 (50.00%) Distributed Computing
1 2 (50.00%) Distributed Systems
Processes & Methodologies
1 4 (100.00%) Artificial Intelligence
1 4 (100.00%) Containerisation
1 4 (100.00%) Machine Learning
2 3 (75.00%) Analytics
2 3 (75.00%) CI/CD
2 3 (75.00%) DevOps
2 3 (75.00%) Mentoring
2 3 (75.00%) MLOps
2 3 (75.00%) Problem-Solving
2 3 (75.00%) Software Engineering
3 2 (50.00%) Collaborative Culture
3 2 (50.00%) Data Engineering
3 2 (50.00%) Data Modelling
3 2 (50.00%) Data Pipeline
3 2 (50.00%) Data Science
3 2 (50.00%) Data Strategy
3 2 (50.00%) ETL
3 2 (50.00%) Model Validation
3 2 (50.00%) Performance Tuning
3 2 (50.00%) Validation
Programming Languages
1 3 (75.00%) Python
2 2 (50.00%) SQL
3 1 (25.00%) Java
3 1 (25.00%) Rust
Quality Assurance & Compliance
1 2 (50.00%) Data Quality
System Software
1 4 (100.00%) Docker
Systems Management
1 4 (100.00%) Kubernetes
2 1 (25.00%) Terraform
Vendors
1 1 (25.00%) IBM
1 1 (25.00%) ServiceNow