Lingarogroup at a glance
Lingarogroup
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.
- 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
What We’re Looking For:
- 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:
- 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
To apply for this job please visit jobs.lever.co.
Terms used in this posting
- hybrid
- A work arrangement combining both in-office and remote/at-home work, typically on a set schedule.
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Working in Philippines
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The Philippines, officially the Republic of the Philippines, is an archipelagic country in Southeast Asia. Located in the western Pacific Ocean, it consists of about 7,641 islands, with a total area of about 300,000 square kilometers, which are broadly categorized in three main geographical divisions from north to south: Luzon, Visayas, and Mindanao. With a population of over 114 million, it is the world's twelfth-most-populous country.
🇵🇭 Relocation safety for Philippines: Exercise Increased Caution — via Warnely, CC BY 4.0
National unemployment rate in Philippines: 2.2% — via World Bank
Recent seismic activity: 5 earthquakes (M4.5+) within 200km in the last 6 months — largest M5.2 near 1 km SE of San Roque, Philippines. via USGS
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