18F The Globe Tower, Philippines · hace 2 meses
Desarrollar las interfaces front-end, las APIs y las integraciones basadas en RAG que conectan LLMs y modelos de ML con productos de IA orientados al usuario, y llevar los prototipos a producción con prácticas de CI/CD y MLOps.
At 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 Full Stack Developer (AI) 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 Must Have the following tech stack experience: Front-end: React.js, Next.js, or Vue.js; Tailwind CSS Back-end: Python (FastAPI/Flask) or Node.js Databases: PostgreSQL, and Vector DBs like Pinecone, Weaviate, or Chroma. Familiarity with AI/ML: LangChain, LlamaIndex, OpenAI SDK, and basic knowledge of PyTorch/TensorFlow. Cloud Infrastructure: Google Kubernetes Engine, Cloud Functions, DFCX Experience: More than 3-year experience on IT and Telco industry 3–5 years in Full Stack Development with at least 1–2 years specifically focused on AI-integrated products At least 3-year experience in implementing Web/Mobile App Projects, coordinating and managing vendors At least 1-year experience in Testing Automation Basic knowledge on project management discipline Basic 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 here Make 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. Globe Telecom, Inc. (Globe) is the leading Telecommunications company in the Philippines and the purveyor of the Filipino digital lifestyle. We provide cellular, broadband and mobile data services by focusing on enriching our content offerings amid customers' growing preference for multimedia platforms across multiple screens and devices. We want to enrich lives through communications by simplifying technology, so that we bring customers closer to what matters most. Globe was also recognized as one of the Top companies to work for in Asia by Asia Corporate Excellence & Sustainability (ACES) Awards and Best Employer in the Telco category by Stevie’s New York. Our principal shareholders are Ayala Corp. and Singtel, both industry leaders in their respective countries and in the region. We are also a member of Bridge Alliance, Asia Pacific's leading mobile alliance of 36 mobile carriers. Purpose In everything we do, we treat people right to create a Globe of Good. Vision We see a Philippines where families' dreams come true, businesses flourish, and the nation is admired. Mission We create wonderful experiences for people to have choices, overcome challenges, and discover new ways to enjoy life.
Publicada el 11 ago 2026
