[Remote] Staff Machine Learning Engineer, Location at Life360

Canada, Kentucky, United States

Life360 Logo
Not SpecifiedCompensation
Junior (1 to 2 years)Experience Level
Full TimeJob Type
UnknownVisa
Software, Location-Based ServicesIndustries

Requirements

  • Experience designing and leading end-to-end ML systems
  • Experience with destination inference, anomaly detection, and modality prediction
  • Experience partnering with Data Science to translate modeling research into production systems
  • Experience building and maintaining ML pipelines
  • Experience integrating ML into user-facing features
  • Experience championing operational excellence through model monitoring and drift detection
  • Experience contributing to architectural strategy

Responsibilities

  • Design and lead end-to-end ML systems that enhance understanding of real-world movement and context
  • Partner with Data Science to translate advanced modeling research into scalable production systems
  • Build and maintain ML pipelines, from signal ingestion to real-time inference
  • Integrate ML into user-facing features
  • Champion operational excellence through model monitoring and continuous improvement
  • Contribute to architectural strategy

Skills

Key technologies and capabilities for this role

Machine LearningData AnalysisPythonStatistical ModelingModel DeploymentCloud ComputingData Visualization

Questions & Answers

Common questions about this position

What is the salary range for this position?

For candidates based in the US, the salary range is $175,500 to $258,500 USD. For candidates based in Canada, it is $197,500 to $233,500 CAD. Base pay may vary based on background, experience, geographic location, and job-related knowledge.

Is this a remote position?

Yes, Life360 is a Remote First company, meaning remote work is the primary experience for all employees, and this position can be performed remotely within the US and Canada unless otherwise specified.

What skills are required for the Staff Machine Learning Engineer role?

This is a hands-on technical role requiring expertise in machine learning to architect the intelligence layer for location services, including alerting, sharing, and mobility. You'll need strong collaboration skills to work with the Director of Location Engineering and contribute to the strategic vision.

What is the company culture like at Life360?

Life360 has more than 500 remote-first employees and fosters a remote-first work environment. The company emphasizes innovation, delivering value to customers, and obsessing over performance metrics for reliability and scalability.

What makes a strong candidate for this role?

Strong candidates will have extensive hands-on experience in machine learning engineering, particularly in architecting intelligent systems for location-based services, and the ability to collaborate on strategic visions in a fast-paced, performance-obsessed team.

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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