🛠 Tech Stack

💼 About This Role

You'll own end-to-end machine learning solutions for recommendations and personalization at Bumble, shaping how millions connect. You'll drive scalable ML platforms and LLM-powered systems to elevate user experience and safety.

🎯 What You'll Do

• Own end-to-end ML systems for recommendations, ranking, and personalization
• Design scalable ML platforms and pipelines with Spark, Airflow
• Build and optimize models using PyTorch in production
• Develop LLM-powered systems including prompt design and fine-tuning

📋 Requirements

• 8-12 years experience in machine learning with production systems
• Strong proficiency in Python and ML frameworks like PyTorch or TensorFlow
• Expertise in scalable ML pipelines using Spark or Airflow
• Experience with LLMs and building production AI features

✨ Nice to Have

• Experience with recommendation systems or ranking
• Experience with NLP
• Demonstrated ability as a senior individual contributor

🎁 Benefits & Perks

• 🏖️ Unlimited PTO
• 🏥 Health insurance
• 📈 Equity
• 🍴 Meal benefits
• 💻 Remote work stipend

📨 Hiring Process

Estimated timeline: 2-4 weeks · AI estimate

1. 1Recruiter Screen· 30 min
2. 2Technical Interview· 60 min
3. 3On-site Interview· 4 hours