Added
18 days ago
Location
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Full time
Salary
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aws python gcp pytorch scala๐ Description
- Contribute to designing, building, and evaluating ML models for personalization across the subscription funnel
- Work with a cross-functional team to ship impactful features
- Prototype new ML approaches and scale to production for hundreds of millions of users
- Help optimize experimentation frameworks, testing strategies, and tooling to improve model quality and reliability
- Build and maintain robust data pipelines and production-ready ML systems
- Contribute to improving how we personalize messaging, offers, and user journeys across discovery and conversion surfaces
๐ฏ Requirements
- 3+ years of experience applying machine learning in production
- Comfortable explaining ML concepts, assumptions, and trade-offs to technical and non-technical partners
- Hands-on experience building and maintaining production ML systems using Python, Scala, or similar languages
- Experience with modern ML frameworks such as PyTorch or distributed systems like Ray
- Experienced in building data pipelines and independently sourcing and preparing data for modeling
- Experience with cloud platforms such as GCP or AWS
๐ Benefits
- Health insurance
- Six-month paid parental leave
- 401(k) retirement plan
- Monthly meal allowance
- 23 paid days off
- Paid flexible holidays
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