Liftoff Mobile Tech Stack

ML-powered mobile ad platform with real-time bidding and monetization

Advertising Services Redwood City, CA 501–1,000 employees Privately Held

Liftoff operates a mobile advertising platform built on a sophisticated ML and data infrastructure stack—PyTorch, PySpark, Kafka, Snowflake, BigQuery, and Databricks—processing real-time and batch signals for ad targeting and yield optimization. Active projects in ML pipeline monitoring, experiment design, and anomaly detection reveal a company focused on trading accuracy for scale; pain points around auction dynamics, revenue leakage, and data-platform reliability suggest they're hitting infrastructure limits as their customer base grows.

Tech Stack 59 technologies

Core StackPyTorch PySpark Python Go Apache Spark Apache Airflow Kafka Apache Flink Snowflake BigQuery Redshift Databricks Iceberg Delta Lake Trino Scala Kubernetes Helm GitHub Actions Jenkins C++ Java Tableau Vungle Exchange SQL OpenRTB Presto Argo CD Jupyter R+28 more

What Liftoff Mobile Is Building

◆Challenges

Optimizing auction dynamics
Grow demand customers
Performance optimization
Scaling financial systems
Revenue leakage
Expanding revenue in apac
Data platform reliability
Scaling data infrastructure
Unblock deals
Observability enhancements

▲Active Projects

Regional go-to-market strategy
Real-time and batch ml pipelines
Model monitoring and improvement
Client adoption of new product features
Creative management api
Online experiment design
Anomaly detection monitoring framework
Host provisioning tooling
Upsell existing customers
Yield ssp roadmap

Hiring Activity

Decelerating45 roles · 10 in 30d

Department

Sales

Engineering

Finance

Data

Product

Marketing

Security

Seniority

Senior

Staff

Mid

Director

Manager

Junior

Notable leadership hires: Account Director

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About Liftoff Mobile

Liftoff provides machine learning-powered marketing and monetization solutions for mobile app developers and publishers. The platform combines user-acquisition, retargeting, and ad-serving capabilities, operating a real-time bidding exchange (Vungle Exchange) alongside predictive models for creative optimization and performance forecasting. The company serves app businesses across multiple regions, with active go-to-market expansion in APAC and existing sales presence across the US, UK, China, South Korea, Singapore, and Syria.

HeadquartersRedwood City, CA

Company Size501–1,000 employees

Hiring MarketsUnited States, United Kingdom, China, South Korea, Syria, Singapore

Frequently Asked Questions

What is Liftoff Mobile's tech stack?

Liftoff uses PyTorch, PySpark, Python, Go, Kafka, Snowflake, BigQuery, Redshift, Databricks, Kubernetes, Argo CD, and Jenkins. This combination supports ML training (PyTorch), distributed data processing (Spark/Flink), streaming (Kafka), warehousing (Snowflake/BigQuery), and container orchestration.

Where is Liftoff Mobile headquartered?

Liftoff is headquartered in Redwood City, CA. The company has 501–1,000 employees and hires across the United States, United Kingdom, China, South Korea, Singapore, and Syria.