AI Engineer
Core
Building scalable ML solutions and multi-agent workflows for competitive advertising intelligence and brand attribution.
Role type
Senior AI Engineer (Software Engineering backbone)
Builds
Production ML systems, RAG pipelines, and multi-agent orchestration for ad creative attribution and brand deduplication.
Domain
Advertising technology, competitive intelligence, data engineering
Deliverable
production ML models
Required skills
Expert Python, PostgreSQL, pgvector, SQLAlchemy, Azure OpenAI, LangChain, multi-agent orchestration, RAG pipelines, async I/O, Docker
Preferred skills
Vision-based ML, Chain of Thought prompting, HNSW, pg_trgm, Alembic
Technologies
Python, PostgreSQL, pgvector, SQLAlchemy, Azure OpenAI, LangChain, Langfuse, Docker, Alembic
Responsibilities
Design and implement scalable ML solutions from problem statement to code; build and fine-tune systems for complex data classification; implement multi-agent workflows for attribution tasks; optimize vectorization and manage database migrations; implement guardrails and observability for robust output.
Seniority
Senior, hands-on IC