Auger is redefining global supply chains by creating the world's first agentic operating system. The company aims to solve complex business challenges for leading global enterprises, including accelerating decision speed, reducing costs, unlocking capital, and improving service, ultimately transforming supply chains into a source of foresight, resilience, and growth.
Requirements
- Deep experience designing and scaling semantic/knowledge graphs for complex domains.
- Hands-on proficiency with Neo4j, ArangoDB, or Amazon Neptune and frameworks like DGL, PyTorch Geometric, or NetworkX.
- Mastery of NLP techniques for entity/relation extraction, summarization, and semantic understanding using transformer models (BERT, GPT, T5).
- Expertise in embedding generation (Sentence-BERT, OpenAI embeddings, or domain-specific models).
- Experience integrating Retrieval-Augmented Generation (RAG) or LLM orchestration into semantic pipelines.
- Proficiency with Pinecone, Weaviate, Milvus, or FAISS for vector search and retrieval.
- Strong understanding of Approximate Nearest Neighbor (ANN) algorithms and real-time semantic indexing.
Responsibilities
- Design and scale semantic architectures that model complex relationships across massive, multi-modal data ecosystems.
- Develop LLM-powered reasoning and retrieval pipelines, integrating RAG, semantic embeddings, and agentic decision-making capabilities.
- Build and optimize vector-based search systems for high-dimensional semantic retrieval using ANN algorithms.
- Lead research and experimentation on graph learning, representation learning, and large-scale NLP, with an emphasis on production-grade deployment.
- Collaborate cross-functionally with data, ML, and engineering teams to ship intelligent systems that power Auger’s agentic platform.
Other
- Curious and results-oriented.
- Passionate about building the next generation of AI systems at scale.
- Proven ability and passion to rapidly prototype and validate concepts.
- Work with teammates who tackle complex and consequential challenges with resilience, determination, and good humor.
