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Staff Search Engineer - Grapevine (AI)

Staff Search Engineer - Grapevine (AI)

Gather Presence, Inc.San Francisco, CA, United States
7 days ago
Job type
  • Full-time
Job description

Staff Machine Learning Engineer, Search - Grapevine (AI)

About Us

Gather is building the all‑in‑one work communication tool—a Zoom and Slack replacement designed for an AI‑native world. With over 100,000 users each week, our customers include enterprises such as Home Depot & Coinbase, as well as law firms, startups, and public utilities. We have unprecedented access to rich data across communication, collaboration, and work processes, giving us a unique understanding of how work is done.

Grapevine is Gather’s newest product, providing rich context for AI agents to navigate the tools used for work (e.g., Slack, Notion, GitHub) and structure the knowledge for those agents. This is the holy grail opportunity for the AI ecosystem, and we believe our insight will help us pull it off.

Role Overview

As a Staff Machine Learning Engineer on Grapevine, you will build the core search algorithm and evaluation framework for our knowledge base system. You will solve novel, unsolved challenges of designing search algorithms for agents rather than humans, from ideation to implementation and results.

Responsibilities

  • Design and implement the core search algorithm across unstructured knowledge, improving Grapevine’s ability to reason over difficult questions.
  • Design increasingly complex and general evaluations to define new goals to surpass.
  • Tune how new information sources are incorporated into Grapevine’s knowledge.
  • Create digestion systems to extract vital information from unstructured data.
  • Mentor and inspire other engineers to think creatively about AI applications.

Qualifications

  • Extensive experience with search & retrieval systems (esp. Opensearch, vector stores, PSQL).
  • Experience on algorithmic engineering problems.
  • Experience building production‑grade RAG systems (knowledge graphs, etc.).
  • Comfort with hypothesis‑driven research environments.
  • Intellectual curiosity that drives you to explore new approaches and stay current with emerging technologies.
  • Experience building internal tools for cross‑functional organizations.
  • Excitement about working on a small team where your contributions have an outsized impact.
  • Strong debugging and investigation skills; comfortable digging into ambiguous problem statements and coming up with solutions.
  • A keen intuition for well‑designed software and well‑written code.
  • Intrinsic motivation and the drive to own and solve difficult problems without guidance.
  • Excellent interpersonal and communication skills, with technical leadership abilities.
  • An open and growth mindset when giving and receiving feedback.
  • Resourceful, with a bias toward action, and love moving fast.
  • A healthy tolerance for the chaotic balance between doing things right and iterating & shipping quickly.
  • Salary

    US base salary range : $188,700 – $238,000 annually. Compensation may vary based on qualifications, skills, and location. The role is eligible for stock rewards reflective of an early‑stage startup.

    Benefits

  • Remote work from a state‑of‑the‑art virtual office.
  • Competitive compensation, benefits, and meaningful equity.
  • Comprehensive medical, dental, and vision insurance for employees and dependents.
  • 401(k) and matching program.
  • Generous PTO policy and mental health days.
  • Meal stipend twice a week.
  • Remote work, education, and health & wellness stipend.
  • Support for family planning & gender‑affirmation.
  • The opportunity to join a passionate team building something that makes people’s lives better.
  • Equal Employment Opportunity

    Gather is committed to building an inclusive and equitable workplace for individuals of all backgrounds. Qualified applicants will receive consideration for employment without regard to race, color, ethnicity, religion, sex, sexual orientation, gender perception or identity, national origin, age, marital status, pregnancy or parental status, protected veteran status, disability status, or any other basis prohibited by law. We also provide reasonable accommodation for individuals with disabilities upon request.

    Seniority Level

    Mid‑Senior level

    Employment Type

    Full‑time

    Job Function

    Engineering and Information Technology

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