Job closed.
Job Description
We are looking for a machine learning engineer to put machine learning applications in production to personalize each user experience and increase overall customer love.
As a Machine Learning Engineer in Kumu, you will need to be familiar with the standard implementation and deployment of machine learning models in production.
- Deploy and maintain ML applications at production scale
- Design and implement end-to-end machine learning infrastructure
- Work with and design an automation framework for ML applications at Kumu
- Manage cloud infrastructure and make decisions based on system reliability, performance, and cost
- Design and implement related applications involving feature processing, model asset management, etc.
- Work closely with other machine learning engineers, data scientists, data engineers, devops engineers and other product teams
Minimum Qualifications
- Candidates must have experience in Machine Learning Engineering, DevOps
- Candidates must have experience in deployment of machine learning models
- Candidates must have experience with and cloud platforms like GCP or AWS
- Candidates must have strong understanding of machine learning frameworks such as Tensorflow and PyTorch
- Candidates must understand how machine learning models are built from training to production.
- Candidates must have experience in programming using Python
- Candidates must be passionate about the role of experimentation in improving the company’s potential as a data-driven organization
- An advantage having experience in using model serving services
- An advantage having experience in processing data and building ML models at scale using distributed computing frameworks, feature store, and ML pipelining
Perks and Benefits
- Flexitime
- Paid Vacation Leave
- Work from Home
- Medical / Health Insurance
- Paid Sick Leave
Other
Non-Taxable Allowances
Jobs Summary
- Job Level
- Mid-Senior Level / Manager
- Job Category
- IT and Software
- Educational Requirement
- Bachelor's degree graduate
- Recruiter response to application
- Sometimes
- Office Address
- Robinsons Cybergate Tower 3, Pioneer Street, Mandaluyong, Metro Manila, Philippines
About Kumu
Kumu is a technology company that brings communities together to unlock the power of the Philippines. Our localized messenger app and media platform aims to bridge and amplify Filipino communities, storytelling, impact, and commerce.