Senior Staff Developer, AI and Machine Learning
Core
Technical anchor for AI/ML efforts, leading end-to-end GenAI strategy architecture and bridging research to production engineering.
Role type
Senior Staff Developer (AI/ML)
Builds
Scalable GenAI systems, self-service AI primitives (APIs/SDKs), and robust MLOps infrastructure.
Domain
Enterprise SaaS, Generative AI, MLOps
Deliverable
production ML models
Required skills
MLOps, GenAI/LLM architecture, distributed systems design, Python, cloud platforms (AWS/GCP), data engineering, system design, prompt engineering, RAG, agentic workflows
Preferred skills
Feature stores, experiment tracking, model registries, orchestration frameworks (LangChain/LlamaIndex), responsible AI practices
Technologies
Python, TensorFlow, PyTorch, scikit-learn, AWS, Google Cloud, LangChain, LlamaIndex
Responsibilities
Design end-to-end ML architecture from data ingestion to model serving; Define long-term AI infrastructure roadmap; Oversee AI/ML ecosystem maintenance; Create extensible self-service AI primitives; Set MLOps standards for testability and scalability; Mentor engineers on system design; Architect LLM-powered applications (copilots, agents, RAG); Design evaluation frameworks for GenAI; Establish guardrails for safety and responsible AI; Drive model versioning and drift mitigation strategies.
Seniority
Senior Staff, hands-on IC with strategic leadership
