[Remote] Staff Machine Learning Engineer, Revenue at Life360

Canada, Kentucky, United States

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Not SpecifiedCompensation

N/AExperience Level

N/AJob Type

Not SpecifiedVisa

N/AIndustries

Requirements

Experience designing and deploying ML models
Experience building and productionizing real-time model APIs
Experience integrating model outputs into user-facing features
Experience contributing to the development of self-serve ML infrastructure
Experience designing and implementing feature pipelines, model training workflows, and scalable inference systems
Experience monitoring and maintaining model health, performance, and drift
Partnering with Product, Data Science, and Cloud Engineering

Responsibilities

Partner with Product, Data Science, and Cloud Engineering to design and deploy ML models that power personalization, experimentation, and automation use cases
Build, productionize, and maintain real-time model APIs for recommendations, predictive targeting, and generative AI experiences
Work with backend and mobile engineers to integrate model outputs directly into user-facing features
Contribute to the development of self-serve ML infrastructure to accelerate experimentation across product teams
Design and implement feature pipelines, model training workflows, and scalable inference systems
Collaborate on the long-term vision for a flexible, extensible ML platform that supports multiple use cases across Growth and Core product teams
Monitor and maintain model health, performance, and drift in production
Build the recommendation engine that helps Life360 surface the most relevant feature or plan to the right user at the right time

Skills

Life360

Family safety services with location sharing

About Life360

Life360 offers family safety services through a mobile app that includes features like real-time location sharing, place alerts, and driver reports. These tools help families stay connected and informed about each other's whereabouts and driving habits. Unlike its competitors, Life360 focuses specifically on family-oriented services and has a large global user base, with over 25 million members in 13 languages. The company's goal is to enhance the safety and well-being of families through its subscription-based offerings.

San Francisco, CaliforniaHeadquarters

2008Year Founded

$114.9MTotal Funding

IPOCompany Stage

Consumer Software, CybersecurityIndustries

501-1,000Employees

Benefits

Core business hours for work-life balance

No-meetings on Wednesday afternoons

Home office stipend

Remote-first work environment

In-person collaboration opportunities

Competitive pay and benefits

Health, dental, and vision insurance

401(k) program with company match

Risks

Increased competition from apps like WYA could threaten Life360's market share.

The new advertising platform may raise privacy concerns among Life360 users.

Supply chain vulnerabilities may arise from expanded partnerships with manufacturers like Jabil.

Differentiation

Life360 offers a comprehensive suite of family safety features, including location sharing.

The company integrates with smart home devices for seamless family safety management.

Life360's gamified user experience encourages safe driving habits among teenagers.

Upsides

Life360's inclusion in the Russell 2000 and 3000 Indexes boosts its market visibility.

The partnership with Jabil enhances Life360's manufacturing capabilities and product quality.

Expansion into smart home integration broadens Life360's market reach and user engagement.

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