Founding ML Engineer (Spectrum)
Core
Building an AI/ML stack to ingest code, docs, and issues into a unified ontology for AI agents to search and reason over, serving software-building organizations.
Role type
Founding ML Engineer (AI/ML Lead)
Builds
AI and ML engineering stack for knowledge extraction, retrieval, and reasoning
Domain
Developer tools / Software engineering research
Deliverable
production ML models
Required skills
LLM ecosystem expertise, prompt engineering, agentic frameworks, vector databases, RAG patterns, MLOps, Python
Preferred skills
Ontologies, knowledge graphs, multi-agent systems, code analysis, open-source contributions
Technologies
LangChain, LlamaIndex, LangSmith, smolagents, OpenAI, Anthropic
Responsibilities
Designing ML/LLM solutions for data ingestion and reasoning; Creating datasets and pipelines for system improvement; Architecting agents for context retrieval and data alignment; Establishing MLOps practices; Collaborating on system design and research agenda; Defining hiring criteria and growing the ML team
Seniority
Founding, hands-on IC with strategy & mentorship
