AI Engineer
Core
Build and deploy production AI features for an analytics platform that unifies data from warehouses and third-party sources to deliver instant dashboards and insights via natural language queries.
Role type
Senior IC AI Engineer (LLM & RAG)
Builds
AI-driven analytics engine, dashboards, and visual reports for e-commerce, fintech, and SaaS customers.
Domain
Business Intelligence, AI/ML, Data Analytics
Deliverable
production ML models | product features
Required skills
Fine-tuning open-source LLMs/SLMs, RAG pipeline development, vector database management, prompt engineering, Python, ML/NLP model integration, backend API development, model monitoring and evaluation
Preferred skills
PEFT techniques (LoRA, quantization), multi-model agent orchestration, cloud platform expertise (AWS/GCP), structured data ingestion for BI
Technologies
Hugging Face, PyTorch, Pinecone, Weaviate, Chroma, W&B, FastAPI, REST/Graph APIs
Responsibilities
Fine-tune LLMs for summarization, classification, and report generation; build and maintain RAG pipelines with vector databases; design prompt workflows and agent orchestration; integrate ML models into analytics tools; collaborate on backend services to deploy AI in production; monitor model performance and iterate on improvements; ensure code quality, testing, and secure data handling
Seniority
Mid-to-Senior, hands-on IC