Lingarogroup1mo ago

Data Scientist

PhilippinesRemoteFull-timemid

Data ScienceData ScientistDataData & AI

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Quick Summary

Overview

What You'll Be Doing: Support build end-to-end GenAI applications such as chatbots, voicebots, Talk-to-Data systems, where you will help buiild: data ingestion, retrieval layer, orchestration (e.g. LangChain/LlamaIndex/LangGraph), API/backend, and simple UI where needed.

Requirements Summary

Experience in working with Databricks will be a plus Commercial experience proven by multiple successful projects in Generative AI, Natural Language Processing or Computer Vision will be a big plus

Technical Tools

azuregcphuggingfacelangchainnumpyopenaipythonpytorchsqlab-testingdeep-learningmachine-learning

Responsibilities

~1 min read

→Support build end-to-end GenAI applications such as chatbots, voicebots, Talk-to-Data systems, where you will help buiild: data ingestion, retrieval layer, orchestration (e.g. LangChain/LlamaIndex/LangGraph), API/backend, and simple UI where needed.
→Implement RAG pipelines with vector databases, hybrid search, rerankers, query transformation, and evaluation frameworks for relevance and robustness.
→Perform model selection, prompting strategies, and finetuning (LoRA/QLoRA/SFT) for text, code, and multimodal models, including guardrails, output evaluation and A/B testing.
→Integrating and optimizing LLMs interaction with external tools, APIs, and data sources in a standardized and scalable way by using Model Context Protocol (MCP) connectors
→Business understanding and translating problems into technical goals by defining tasks, auditing data feasibility, and highlighting issues.
→Supporting project delivery

Familiarity with theory behind various deep learning concepts
Experience with Machine Learning (ML), especially in Generative AI (LLM/LMM) with focus on Natural Language Processing (NLP) or multimodal models.
Fluency in Python and object programing, working knowledge of SQL and vector database
Tech stack in Azure or GCP cloud
Knowledge of specific Deep Learning and GenAI libraries like: NumPy, PyTorch, HuggingFace, LangChain, LangGraph and GenAI APIs i.e. OpenAI/Gemini.
Experience with microservice architectures
Experience with code repositories and code assistants
Strong business acumen
Ability to come up with creative solutions to address customer problem

Nice to Have

~1 min read

Experience in working with Databricks will be a plus
Commercial experience proven by multiple successful projects in Generative AI, Natural Language Processing or Computer Vision will be a big plus