Staff Applied AI Engineer - Enterprise AI Solutions
Core
Design and deploy Gen AI and ML solutions for enterprise customers while standardizing bespoke solutions into reusable internal tooling and best practices.
Role type
Staff Applied AI Engineer (Enterprise Solutions)
Builds
Custom Gen AI/ML solutions, RAG pipelines, agentic workflows, and evaluation datasets for enterprise clients.
Domain
Enterprise AI, Generative AI, Machine Learning
Deliverable
production ML models
Required skills
Python (software engineering, type safety, FastAPI), PyTorch, Hugging Face Transformers, RAG/Vector tooling (FAISS, Chroma, Weaviate), LLM orchestration (LlamaIndex, LangGraph, CrewAI), data processing (pandas, Spark), evaluation workflows
Preferred skills
Customer-facing AI/ML leadership, strategic stakeholder management, technical enablement and workshop delivery, presentation to executive audiences
Technologies
Python, PyTorch, Hugging Face, FAISS, Chroma, Weaviate, LlamaIndex, LangGraph, CrewAI, FastAPI, Ray, Airflow, pandas, Spark
Responsibilities
Partner with customers to scope, develop, and deploy Gen AI/ML solutions; Develop RAG pipelines, fine-tuning workflows, and agentic systems; Create augmented datasets and evaluation workflows; Manage relationships with customer leadership; Collaborate with pre-sales to map needs to capabilities; Standardize solutions into internal tooling; Conduct enablement workshops for customers.
Seniority
Staff, hands-on IC with strategic influence
