Gen AI Specialist
Core
Design, develop, test, and deploy machine learning models and generative AI solutions, specifically focusing on large language models and end-to-end AI/ML/NLP systems.
Role type
Senior IC Gen AI Specialist (LLM/NLP)
Builds
Conversational AI, document understanding, and question-answering systems
Domain
Generative AI, NLP, Large Language Models
Deliverable
production ML models
Required skills
Python, TensorFlow, Keras, PyTorch, NLP libraries, open-source LLMs, closed-source models, vector databases, cloud services, NLP algorithms
Preferred skills
Mobility or Healthcare domain experience, API frameworks, Master's or PhD from tier 1 institutions
Technologies
LlamaIndex, Langchain, Autogen, RAG, Pinecone, Qdrant, Azure, GCP, AWS, Llama, Gemma, Mixtral, GPT, Azure OpenAI, Claude, Gemini, NLTK, SpaCy, Gensim, Flask, FastAPI, Swagger, Postman
Responsibilities
Design, develop, test, and deploy machine learning models and generative AI solutions; Build end-to-end AI/ML/NLP solutions including conversational AI, document understanding, and question-answering systems; Develop and fine-tune language models using frameworks like LlamaIndex, Langchain, and Autogen; Mine and analyze data using statistical methods to identify critical product insights; Translate analytic insights into concrete, actionable recommendations; Define, deploy, and mentor best practices in machine learning, MLOps, and LLMOps; Lead projects independently and provide technical direction to team members; Partner closely with product and engineering leaders throughout the project lifecycle.
Seniority
Senior, hands-on IC with leadership responsibilities
