Remote Data Scientist: Agentic AI & Production ML

fullscale; Cebu City; Remote; PHP 900,000 - 1,500,000; Full time

Benefits offered by this job

100% remote work setup

Work from anywhere in the Philippines

High-impact role with production AI

Job summary

Full Scale is a fully remote-first company based in the Philippines, seeking a Data Scientist, Agentic AI to build and productionize ML models and LLM-powered agents using real-world data.

You will work at the intersection of applied data science and agentic AI, delivering models for forecasting, behavior analysis, identity resolution, and more while designing AI agents that can use tools and escalate to humans when needed.

Qualifications

• 4+ years of professional experience applying data science in production.
• Strong Python and SQL skills.
• Hands-on experience building LLM agents with tool use/function calling.
• Experience building and evaluating RAG systems, including embeddings, vector search, chunking, and retrieval evaluation.
• Strong statistical and data science fundamentals.
• Experience deploying machine learning models to production.
• Experience with AWS cloud ML services such as Bedrock, SageMaker, or Lambda.
• Experience working with a lakehouse or data warehouse environment.

Responsibilities

• Design, build, and evaluate LLM agents with tool use and function calling.
• Build, validate, and deploy production machine learning models.
• Own the full ML lifecycle—from feature engineering and training to deployment, monitoring, and retraining.
• Monitor models for drift and performance degradation.
• Translate business questions into well-defined data science and modeling problems.

Skills

Python

SQL

Data science

LLM agents

RAG systems

production ML

cloud services (AWS)

communication

Tools

Databricks

Spark

Delta Lake

Job description

Full Scale is a fully remote-first company based in the Philippines, seeking a Data Scientist, Agentic AI to build and productionize ML models and LLM-powered agents using real-world data.

You will work at the intersection of applied data science and agentic AI, delivering models for forecasting, behavior analysis, identity resolution, and more while designing AI agents that can use tools and escalate to humans when needed.