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Conversational AI Developer

1 week ago

Lehi, Utah, United States SchoolAI Full time
About This Opportunity

We're seeking a talented Machine Learning Engineer to join our team As a key member of our AI development team, you will play a crucial role in designing, developing, and deploying cutting-edge machine learning models for our conversational AI platform.

Responsibilities
  • Develop, train, and deploy LLMs and other models for semantic understanding, text similarities, clustering, classification, emotion detection, and expressive summarization using massive amounts of historical and real-time conversational data.
  • Build composable, hierarchical, graph-based agentic RAG systems.
  • Work closely with product management and design roles to understand and empathize with end-customer needs.
  • Build end-to-end ML solutions spanning from data access (SQL) to model endpoint (API / batch service) and deploy to cloud-based staging environments by collaborating with software engineers.
  • Research, experiment, and deploy new ML methods to enhance our products.

Requirements

  • 3-5 years of experience in developing, training, and deploying ML solutions such as LLM-based agent systems, semantic search, or recommendation engines.
  • Relevant ML experience related to semantic understanding, text similarities, clustering, classification, emotion detection, and expressive summarization.
  • Working understanding of domain-driven design and decentralized decoupled software architectures.
  • Action-oriented and experimental mindset with a focus on rapid prototyping.
  • First-principles approach to problem-solving and questioning assumptions.
  • Naturally curious and willing to learn something new.
  • Experience with SQL, Python, NLTK or Spacy or other NLP libraries, PyTorch or JAX or TensorFlow.
  • Exposure to networked, multi-rank GPUs is a huge bonus.
  • DGL and data visualization experience is a plus.