Machine Learning Architect

3 days ago

Mandaluyong City, National Capital Region, Philippines beBeeEngineering Full time ₱900,000 - ₱1,200,000

Transform Your Career with Our Innovative AI/ML Platform

We are seeking an experienced Machine Learning Engineer to help build our cutting-edge AI/ML platform from the ground up. As a key member of our team, you will collaborate with cross-functional teams to implement a predefined architecture and establish the foundations of a production-grade system that adheres to strict data governance and compliance standards.

This is a unique opportunity to combine MLOps and Machine Learning engineering responsibilities into a single, integrated position. You will contribute across the end-to-end ML lifecycle from data pipelines and governance through to model deployment and monitoring with a strong focus on collaboration.

Key Responsibilities:
  • Design and build scalable, reproducible ML pipelines for data ingestion, feature engineering, training, testing, and deployment.
  • Establish processes for automated model training, tuning, deployment, and monitoring using Databricks MLflow and Azure ML Pipelines.
  • Implement strict controls for data access, lineage, and security.
  • Deploy models for real-time and batch inference using MLflow.
  • Contribute to monitoring frameworks for drift detection, latency, and performance degradation.
Requirements:
  • 5+ years of experience as an ML Engineer, MLOps Engineer, or similar hybrid role.
  • Strong proficiency in Python and ML frameworks such as Scikit-learn, XGBoost, PyTorch, or TensorFlow.
  • Proven expertise in Azure Databricks, Azure ML, Data Factory, Delta Lake, and MLflow.
  • Familiarity with vector databases (e.g., FAISS, Milvus, Pinecone) and model explainability tools.
Benefits:
  • Collaborative work environment with a talented team.
  • Ongoing professional growth opportunities.
  • Flexible working arrangements.
About Us:

We are a leading software development company dedicated to driving innovation in process and technology. We offer a comprehensive benefits package, including private HMO and insurance benefits, skill enhancement opportunities, and more.

Join us in shaping the future of AI/ML and contributing to our mission to deliver innovative solutions that make a real difference in people's lives.

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