K

Known

Voice-first AI dating matchmaking platform

Backend Engineer

Full-TimePosted on 10/19/2026
$200k - $350k+ Equity
Mid, Senior
San Francisco, CA, USA
In Person
Software EngineeringBackend Engineering

About the job

Requirements
  • Four to six years of experience designing, building, and deploying production backend systems.
  • Strong proficiency in at least one backend language, such as Python, Go, TypeScript, or Java.
  • Experience designing APIs, distributed systems, and scalable service architectures.
  • Experience with relational databases, caching, asynchronous processing, and data infrastructure.
  • Experience with cloud infrastructure and deployment, such as Docker, Kubernetes, AWS, or Google Cloud Platform.
Responsibilities
  • Design and scale backend services, APIs, and infrastructure that power the core consumer experience.
  • Build real-time systems supporting conversational AI, voice interactions, and agentic workflows.
  • Architect data pipelines and storage systems supporting matchmaking, personalization, and machine learning.
  • Develop reliable, low-latency services connecting AI agents to real-world actions and third-party integrations.
  • Improve system performance, reliability, security, and scalability as the product grows to millions of users.
  • Own systems end-to-end, from architecture and implementation through deployment, monitoring, and scaling.

About the company

Known uses a voice-first AI system to match people, conducting a conversational onboarding interview where an AI assistant asks open-ended questions and converts voice data into a detailed user profile. It applies advanced matching algorithms and behavioral insights to suggest compatible connections, aiming to turn introductions into in-person dates (early testing shows ~80% of introductions lead to meetings). Differentiators include a shift from text-based profiles to voice signals, a data-driven approach focused on outcomes, and high engagement during onboarding to build richer profiles. The goal is to help people form meaningful real-world connections through outcome-oriented pricing and scalable expansion beyond its San Francisco trial.

Company Size

11-50

Company Stage

Early VC

Total Funding

$9.7M

Headquarters

San Francisco, California

Founded

2025

Get referred to Known

See people who can refer or advise you

Simplify Jobs

Simplify's Take

What believers are saying

  • Thousands of San Francisco users and half of matches reportedly accept real dates.
  • Average onboarding lasts 26 minutes, giving Known unusually dense preference data.
  • Expansion to Southern California, New York, and Austin is slated for 2026.

What critics are saying

  • Bumble cut 30% in June 2025; Match cut 13%, proving dating-app incumbents are shrinking.
  • Per-date fees create churn risk; if repeat dates lag, unit economics break by 2027.
  • A safety scandal or bad match would destroy trust and end Known’s growth.

What makes Known unique

  • Known replaces swipes with voice interviews, capturing richer signals than profile prompts.
  • It matches one person at a time and explains each pairing, reducing choice overload.
  • It charges per confirmed date, aligning revenue with offline outcomes rather than engagement.

Help us improve and share your feedback! Did you find this helpful?

Benefits

  • Company Equity

Growth & Insights and Company News

Headcount

6 month growth

26%

1 year growth

33%

2 year growth

33%
KTVU
May 5th, 2026
Stanford dropouts raise $10M for AI dating app that ditches swiping for voice interviews

Two Stanford dropouts, Celeste Amadon and Asher Allen, both 22, have raised over $10 million to launch Known, an AI-powered dating app based in San Francisco. The platform launched in mid-February with backing from Forerunner Ventures, NFX and Pair VC. Known eliminates swiping and uses voice-based AI interviews during onboarding to create detailed user profiles. The app provides one compatible match at a time with explanations for the pairing, then handles date logistics including location and timing. Users only pay $15 per confirmed date. The app has attracted thousands of Bay Area users, with 50% of matches converting to actual dates compared to roughly 1 in 30 on traditional platforms. Currently limited to San Francisco, Known plans to expand to Southern California later this year. The company aims to address what founders call a "loneliness epidemic" by facilitating meaningful in-person connections.

TechCrunch
Dec 19th, 2025
Known uses voice AI to help you go on more in-person dates | TechCrunch

In its test phase in San Francisco, Known said it observed 80% of its introductions led to physical dates, which is much higher than swipe-based dating apps.