Production ML Engineer: AI for Scalable Products

Ubiquity; Metro Manila; On-site; PHP 1,200,000 - 1,800,000; Full time

Job summary

Ubiquity is seeking a Machine Learning Engineer to develop AI techniques and algorithms for our product platforms, and to support demos and project phases by defining data processing requirements.

You will collaborate with software engineers to integrate solutions, document requirements, guide data collection and annotation, and maintain ML components as part of the product with ongoing improvements.

Qualifications

• 3+ years as ML engineer with production deployments.
• Experience deploying models as microservices.
• Proficient in Python and ML frameworks.
• Strong cross-functional communication.
• Independent, autonomous work style.

Responsibilities

• Provide ML/ DL algorithms and solutions for data processing and analysis per project.
• Collaborate with software engineering to integrate solutions and ensure deployment integrity; support programming if needed.
• Develop requirement documents and guide data collection/annotation per ML algorithm needs.
• Maintain ML solutions as part of the software product; reengineer as needed to meet targets.

Skills

Python ML ecosystem

Data exploration & analysis

OOP concepts

Communication skills

Autonomy

Tools

TensorFlow

PyTorch

Job description

Ubiquity is seeking a Machine Learning Engineer to develop AI techniques and algorithms for our product platforms, and to support demos and project phases by defining data processing requirements.

You will collaborate with software engineers to integrate solutions, document requirements, guide data collection and annotation, and maintain ML components as part of the product with ongoing improvements.