Sr. Mle, Gai Search Platform - Jb0070751

Moveworks Moveworks · Enterprise · Mountain View, CA · Machine Learning

Senior/Staff MLE role on the GenAI Search Platform team, focusing on improving conversational search systems using ML and generative AI. The role involves architecting abstractions, developing algorithm frameworks for conversational search applications, driving LLM-enabled generative AI features, and developing evaluation metrics. It requires technical leadership, coaching, and collaboration with product, ranking, and infrastructure teams. Experience in information retrieval, search ranking, recommendation systems, or QA systems is required, with a background in NLP or ML.

What you'd actually do

  1. Architect powerful, elegant abstractions to enable ranking and product teams to contribute safely and easily to the codebase.
  2. Develop algorithm frameworks to support diverse conversational search applications such as multi-turn multi-hop question answering systems.
  3. Drive the development of our search platform with new LLM-enabled generative AI features in a fast-paced environment. This platform would enable product teams to build new applications and features quickly, ship new prototypes to customers at scale, evaluate and iterate on ranking improvements in a systematic manner, and enforce guarantees on quality, security, privacy and scalability.
  4. Develop systematic evaluation metrics and methodology for our search models, leveraging LLMs to address unique challenges in the enterprise such as security and privacy.
  5. As a technical leader, you will help build a high-performing team with an inclusive and positive team culture.

Skills

Required

  • Engineering leadership
  • Technical leadership
  • Software engineering
  • Information retrieval
  • Search ranking
  • Relevance
  • Recommendation systems
  • Question answering systems
  • Text processing
  • Natural language understanding
  • Machine learning
  • Python

Nice to have

  • Large language models
  • Retrieval augmented generation (RAG)
  • Agents
  • Golang

What the JD emphasized

  • senior/staff engineers
  • technical direction
  • thoughtful coaching
  • search platform
  • agentic search products
  • moving fast
  • solving challenging product and engineering problems
  • partnering with product, user experience, customer success and other engineering teams
  • 5+ years of engineering with 2+ years of experience as a senior engineer (technical lead) leading a team of software engineers
  • First-hand experience relevant to search platforms such as traditional information retrieval, search ranking and relevance, recommendation systems, or question answering systems.
  • Background in text processing, information retrieval, natural language understanding, or machine learning.

Other signals

  • Generative AI
  • LLMs
  • Conversational Search
  • Information Retrieval
  • Agentic Search