Senior ML Engineer II

Job description

ABOUT THIS POSITION: We are seeking a highly skilled and innovative Senior ML Engineer with a passion for building robust, efficient, and domain-specific AI systems using Language Models (LMs) and agentic architectures. As a core member of the team, you will be instrumental in developing the entire ML pipeline, from sophisticated data extraction techniques to fine-tuning specialized LMs and orchestrating their interactions within a multi-agent framework. This is a unique opportunity to apply state-of-the-art Generative AI and NLP techniques to a real-world, high-impact problem, leveraging the latest research in agentic AI and LMs to deliver economical and powerful solutions. WHAT YOU'LL DO: Data Pipeline & Knowledge Base Construction: Design, implement, and optimize robust pipelines for ingesting, parsing, and extracting structured information from complex documents (leveraging OCR, document layout analysis, Named Entity Recognition (NER), and Relationship Extraction (RE). Develop rich, nested JSON schemas for representing structured data and ensure scalable storage Generate and manage high-quality vector embeddings for efficient retrieval-augmented generation (RAG) within a Vector...