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Singular Tech Stack

Mobile attribution and analytics platform for performance marketers

Data Infrastructure and Analytics Palo Alto, California 51–200 employees Founded 2014 Privately Held
singular.net LinkedIn

Singular operates a data infrastructure play built around mobile attribution and marketing ROI analytics. The tech stack reveals a mature data pipeline architecture: Kafka + Spark + Druid handling billions of events daily, with Apache Iceberg migrations underway and a new streaming ETL product in active development. Hiring is concentrated in engineering and sales (10 of 13 roles), weighted heavily toward senior positions, signaling both technical scaling challenges (pipeline resiliency at billions of events/day) and sales function buildout from scratch.

Tech Stack 35 technologies

Core StackSalesforce HubSpot Sketch Figma AWS Python Go Kafka Apache Spark Snowflake Elasticsearch Kubernetes Iceberg DynamoDB PostgreSQL Google Ads Google Analytics Prometheus Grafana Datadog React Photoshop Gemini Azure GCP AWS EMR Druid Aerospike Facebook Ads Manager AppLovin+5 more
AdoptingGemini

What Singular Is Building

◆Challenges

  • Scaling data pipelines handling billions of events per day
  • Migrating data to iceberg
  • Building sales function from ground up
  • Converting active users into paying customers
  • High-volume real-time data pipelines
  • Scaling backend infrastructure
  • Resiliency for billions of events
  • Scaling partnerships
  • Reducing manual sdr work
  • Scaling outbound personalization

▲Active Projects

  • Scalable pipelines handling billions of events per day
  • Technical solution delivery
  • Migrating massive amounts of user-level data into iceberg
  • Designing and implementing a robust pipeline capable of ingesting billions of real-time events daily
  • Leading the design and development of a new streaming etl product
  • Major platform enhancements and new capabilities
  • Cross-company initiatives
  • New customer-facing innovative products
  • Establish partner channel networks
  • Execute utilization campaigns

Hiring Activity

Accelerating15 roles · 8 in 30d

Department

Engineering
5
Sales
5
Product
2
Support
1

Seniority

Senior
9
Mid
3
Lead
1
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About Singular

Singular provides attribution and analytics software for performance marketers, combining mobile attribution tracking with cost aggregation, ROI modeling, and direct BI integration. The platform ingests and processes billions of marketing events daily across customer accounts, surfacing performance insights via automated reporting into Snowflake and other cloud data warehouses. Founded in 2014 and headquartered in Palo Alto, the company operates with a 51–200 person team distributed across Israel, the United States, and Argentina. The product serves mid-market and enterprise marketing organizations managing complex, multi-channel user acquisition campaigns.

HeadquartersPalo Alto, California
Company Size51–200 employees
Founded2014
Hiring MarketsIsrael, United States, Argentina

Frequently Asked Questions

What tech stack does Singular use for data processing?

Singular's infrastructure runs on AWS/GCP/Azure with Kafka for streaming ingestion, Apache Spark and Druid for analytics queries, and Snowflake as the primary cloud warehouse. The team is actively migrating to Apache Iceberg for storage layer optimization.

What is Singular working on?

Core projects include designing streaming ETL infrastructure for real-time event ingestion at scale, migrating user-level data to Iceberg, scaling backend infrastructure for billions of daily events, and launching new customer-facing products alongside major platform enhancements.

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How this profile is built

Singular's technology stack, projects, and hiring signals are inferred from public hiring and company data — career pages, public listings, and company web presence — then clustered and de-duplicated. Figures are estimates that refresh over time. Read our full methodology →

This is not an official vendor or customer list. It is a technology-adoption signal inferred from public data, intended for B2B research.