Office Hours Benefits Overview

Own end-to-end search, discovery, and recommendation systems: design data ingestion and indexing pipelines, build backend services/APIs for matching and ranking, ship user-facing discovery features, improve architecture and observability, and explore LLM-assisted approaches for production retrieval and ranking.

Build and maintain benchmark datasets and reproducible evaluation pipelines and environments for LLMs; support fine-tuning experiments; develop scoreboards/leaderboards and analysis tools; create tooling for data creation, annotation, and review; collaborate with researchers to ensure accurate, comparable published results.

Lead development of the companys first iOS app, owning architecture, state, navigation, offline support, CI/CD and App Store delivery. Build polished Swift/SwiftUI user experiences, collaborate with design and product, use AI coding tools to iterate quickly, and establish mobile standards and tooling as the team grows.