Generative AI Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Generative AI Scientist (AI): Building Generative AI applications for document summarization, classification, and question and answer using unstructured and structured data with an accent on state-of-the-art LLM implementation. Focus on developing RAG pipelines, advanced prompt engineering, and integrating AI functionalities on Google Cloud.
Location: Remote (Must be based in the USA)
Company
is a data-first engineering company that helps clients drive impact through advanced technology platforms like Google Cloud and Salesforce.
What you will do
- Develop Generative AI applications for summarization, classification, and Q&A.
- Collaborate with customers to analyze requirements and suggest new AI features.
- Implement state-of-the-art techniques and novel methods for LLMs.
- Build and deploy AI solutions using Google Cloud and Vertex AI.
- Ensure high quality through the implementation of AI best practices.
Requirements
- Hands-on experience designing and implementing applications using LLMs (Gemini, GPT, LLaMA).
- Proficiency in Python programming.
- Experience with LangChain, LlamaIndex, or similar frameworks.
- Expertise in Retrieval Augmented Generation (RAG) and advanced prompt engineering.
- Experience with Vector databases (GCP Vector Search, ChromaDB, Pinecone, pgvector).
- Must be authorized to work in the US
Nice to have
- Experience in LLM or embedding model fine-tuning.
- Knowledge of MLOps and Data Engineering (SQL).
- Experience with Google Cloud Vertex AI (AutoML, AI APIs).
- Background in classic Machine Learning frameworks and neural net models.
- Shell scripting skills.
Culture & Benefits
- Comprehensive Health Insurance and 401(k) employer match.
- Paid leave, including vacation, sick, parental, and bereavement leave.
- Paid holidays.
- Employee referral bonuses.
- Entrepreneurial environment focused on continuous learning and solving tough problems.
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