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Consensus Tech Stack

AI search engine for peer-reviewed scientific research

Technology, Information and Media San Francisco, CA 2–10 employees Founded 2022 Privately Held

Consensus built an AI-powered search engine for scientific papers launched in late 2022, now serving millions globally. The stack reveals a data-intensive operation: Next.js + FastAPI frontend backed by PostgreSQL, BigQuery, and a full orchestration layer (Airflow, Dagster, Prefect, Spark). Current hiring priorities—engineering, product, and data roles—align with active work on RAG/search refinement, agentic research flows, and third-party data pipelines, suggesting the company is moving from core search toward autonomous research capabilities.

Tech Stack 28 technologies

Core StackNext.js TypeScript FastAPI Python PostgreSQL Kubernetes Terraform Datadog GitHub Actions AWS Docker Redis Mixpanel BigQuery Databricks Apache Spark Dagster Apache Airflow Prefect GitHub Cursor React Apollo GCP Azure SQL Claude

What Consensus Is Building

◆Challenges

Reducing time-to-first-search
Improving user engagement
Scaling cloud infrastructure
Maintaining high availability
Student adoption across campuses
No solidified design system
Operational bottlenecks
Broken processes
Scaling operations without headcount

▲Active Projects

Rag/search features
Third-party data pipelines
Agentic research flows
Personalization/recommendations
Personalized queries
New paper recommendations
Seo experiments
Co-develop and refine gtm strategy across core segments
Own and execute full outbound sales motion
Lead customer onboarding and early success

Hiring Activity

Steady9 roles · 3 in 30d

Department

Engineering

3

Product

2

Data

1

Marketing

1

Ops

1

Sales

1

Seniority

Senior

5

Mid

4

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About Consensus

Consensus operates an AI search platform targeting students, researchers, doctors, and consumers seeking peer-reviewed scientific literature. The product launched in winter 2022 and has achieved millions of users globally. The company is privately held with 2–10 employees based in San Francisco. Current operational focus spans improving search latency, expanding user engagement, scaling cloud infrastructure on GCP/AWS/Azure, and broadening adoption in academic settings. Hiring and project roadmap indicate active investment in data pipelines, personalization, and go-to-market expansion via outbound sales and campus partnerships.

HeadquartersSan Francisco, CA

Company Size2–10 employees

Founded2022

Hiring MarketsUnited States

Frequently Asked Questions

What technology does Consensus use to power its search?

Consensus runs Next.js and React on the frontend with FastAPI and Python backends, storing data in PostgreSQL and BigQuery. The platform orchestrates data workflows via Airflow, Dagster, and Prefect, runs compute on Spark, and deploys on GCP, AWS, and Azure.

What is Consensus working on?

Current projects include RAG and search features, third-party data pipelines, agentic research flows, personalization and recommendations, SEO experiments, and go-to-market execution via outbound sales and customer onboarding.

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