Fullstack AI Engineer

Globe Telecom, Inc.; Manila; On-site; PHP 781,200 - 1,116,000; Full time

Job summary

Globe Telecom, Inc. is seeking a Fullstack AI Engineer to develop applications that seamlessly integrate AI models and user interfaces. The role includes end-to-end development, API design, and ensuring optimal performance of AI features. Candidates should have 3–5 years of experience in Full Stack Development with a focus on AI-integrated products, strong knowledge of React.js, Python, and experience in the IT and Telco industry. The position offers a full-time contract located in Manila, Philippines.

Qualifications

• 3–5 years in Full Stack Development with at least 1–2 years specifically focused on AI-integrated products.
• More than 3-year experience in IT and Telco industry.
• At least 3-year experience in implementing Web/Mobile App Projects.

Responsibilities

• Build responsive front-end interfaces that interact with sophisticated AI back-end.
• Implement RAG architectures and connect LLMs to real-time data sources.
• Create APIs that allow front-end components to communicate with ML models.

Skills

Front-end Development

Back-end Development

AI/ML Knowledge

Cloud Infrastructure

Database Management

Project Management Basics

Testing Automation

Education

Bachelor’s degree in Computer Science or Software Engineering

Tools

React.js

Python

FastAPI

Google Kubernetes Engine

TensorFlow

PostgreSQL

Job description

## Fullstack AI EngineerApplylocations: 18F The Globe Towertime type: Full timeposted on: Posted 30+ Days Agojob requisition id: R0000018083At Globe, our goal is to create a wonderful world for our people, business, and nation. By uniting people of passion who believe they can make a difference, we are confident that we can achieve this goal.## **Job Description**Enables tight integration between application layers and machine learning models This role is responsible for building both the "brain" (AI models/logic) and the "body" (user interface and APIs) of an application, ensuring that AI features are not just functional but seamlessly interconnected into the user experience.The AI Full Stack Developer operates across the full application stack, bridging model development and application production deployment, with an emphasis on scalability, integration, and usability.* End-to-End Development: Building responsive front-end interfaces that interact with sophisticated AI back-end, MCP Fulfilment Servers and Knowledge Management System* AI Integration: Implementing RAG (Retrieval-Augmented Generation) architectures and connecting LLMs to real-time data sources.* API Design: Creating the bridges (REST/GraphQL) that allow front-end components to communicate with ML models.* Product Realization: Taking a raw AI model and turning it into a polished, user-facing software product.* Participate in cross-functional brainstorming, strategic planning and business review sessions* Oversee best practices implemented during the entire DevOps/MLOps LifeCycle* Managed Resources like Code Repositories, API Optimization, Cloud Resources, CI/CD and Data Pipeline**NATURE OF PROBLEMS ENCOUNTERED*** Latency Management: Solving the "slow AI" problem—ensuring users aren't left waiting while a model processes a complex request.* Prompt Engineering vs. UI: Aligning the "hidden" logic of an AI prompt with the visible inputs provided by a user.* State Management: Handling the complex states of an AI conversation (memory, context windows, and history).* Intermittent Failures: Debugging non-deterministic errors where an AI model provides a different (or wrong) output for the same input.**REQUIREMENTS**Technical Stack* Front-end: React.js, Next.js, or Vue.js; Tailwind CSS* Back-end: Python (FastAPI/Flask) or Node.js.* AI/ML: LangChain, LlamaIndex, OpenAI SDK, and basic knowledge of PyTorch/TensorFlow.* Databases: PostgreSQL, and Vector DBs like Pinecone, Weaviate, or Chroma.* Cloud Infrastructure: Google Kubernetes Engine, Cloud Functions, DFCXExperience: 3–5 years in Full Stack Development with at least 1–2 years specifically focused on AI-integrated products.Education: Bachelor’s degree in Computer Science or Software Engineering.More than 3-year experience on IT and Telco industryAt least 3-year experience in implementing Web/Mobile App ProjectsAt least 3-year experience in coordinating and managing vendorsAt least 1-year experience in Testing AutomationBasic knowledge on project management disciplineBasic knowledge of DevOps Tools (CI/CD, Terraform, JIRA, Confluence)**KEY OUTPUTS*** Application Proof of Concepts and Prototypes that will improve customer experience through AI features and capabilities* Functional AI Web Applications: Production-ready applications where AI is a core feature (e.g., an intelligent dashboard or an AI-driven SaaS tool).* Integrated API Layers: Scalable middleware that handles prompt engineering, token management, and model inference.* Responsive UI/UX: User interfaces specifically designed for AI interactions (e.g., streaming text responses, multimodal inputs, and feedback loops).* Optimized Vector Databases: Efficiently indexed data storage for fast context retrieval in AI applications.* Technical Documentation: Comprehensive guides for the application’s architecture, including API schemas and deployment procedures.**Equal Opportunity Employer** Globe’s hiring process promotes equal opportunity to applicants, Any form of discrimination is not tolerated throughout the entire employee lifecycle, including the hiring process such as in posting vacancies, selecting, and interviewing applicants. Globe’s Diversity, Equity and Inclusion Policy Commitment can be accessed hereMake Your Passion Part of Your Profession. Attracting the best and brightest Talents is pivotal to our success. If you are ready to share our purpose of Creating a Globe of Good, explore opportunities with us.