**Important Information** Location: Colombia, Bolivia, Costa Rica Work Mode: Remote **Job Summary** **Responsibilities and Duties** - Design and implement end-to-end ML pipelines, including data preprocessing, model training, evaluation, and deployment. - Optimize infrastructure for large-scale data and real-time inference using cloud platforms. - Deploy models to production environments, ensuring scalability and low-latency performance. **Qualifications and Skills** - Bachelor's degree in computer science, software engineering, or a related field. - Professional/ Advanced English skills. - +5 years of experience. - Solid understanding of vector mathematics, cosine similarity, and Euclidean distance (MUST) - Proficient in Python programming with experience in building scalable and maintainable codebases. - Strong understanding of embedding models, vector databases, and similarity search methods. - Hands-on experience with tools like FAISS, Pinecone, Weaviate, or similar. - Experience with LLM frameworks such as LangChain. - Knowledge of data preprocessing techniques for handling textual, audio, and video data. - Experience with embedding generation for multimedia content is a plus. - Data and ML Knowledge - Experience with RAG workflows and their integration with LLMs. About Encora Encora is a global company that offers Software and Digital Engineering solutions. Our practices include Cloud Services, Product Engineering & Application Modernization, Data & Analytics, Digital Experience & Design Services, DevSecOps, Cybersecurity, Quality Engineering, AI & LLM Engineering, among others. **At Encora, we hire professionals based solely on their skills and do not discriminate based on age, disability, religion, gender, sexual orientation, socioeconomic status, or nationality.