Principal Machine Learning Engineer (Recommendation)

Binance
Singapore
Workplace: HybridFull timeFunction: Data Science & Machine LearningExperience: 5+ yearsEducation: bachelorsSkills: ["Communication","Team collaboration","Problem-solving","Cross-functional teamwork","Leadership"]

Lead design and management of search and personalization models to deliver AI-powered, PB-scale recommender systems. Collaborate with cross-functional teams to define success metrics and translate data-driven insights into impactful ML products within Binance’s blockchain ecosystem.

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FursaFursa
Binance
Binance
4 years ago

Principal Machine Learning Engineer (Recommendation)

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Source: Company careers pageValidated by: Fursa AI
Last checked: 5 hours agoStatus: Live

Job Summary

Lead design and management of search and personalization models to deliver AI-powered, PB-scale recommender systems. Collaborate with cross-functional teams to define success metrics and translate data-driven insights into impactful ML products within Binance’s blockchain ecosystem.
Location: Singapore
Workplace: Hybrid
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Sr. Manager level

Key Responsibilities

  • •Designing and managing search recommendation services and models
  • •Using AI to create personalized recommendations and address customer queries and intent
  • •Apply knowledge of ML-powered personalization methods, design patterns and tools
  • •Drive development of core modules with a data-driven strategy to maximize impact
  • •Identify needs and opportunities, define success metrics with Business and Product management teams

Pay and Benefits

Perks:Remote Work

Key Requirements

  • •MSc or PhD in Machine Learning, Computer Vision, Computer Science or Applied Mathematics with at least 5 years of relevant industry experience
  • •Excellent hands-on experience with popular Machine Learning frameworks such as PyTorch or TensorFlow
  • •Fluent in English, both written and spoken
  • •Experience with application development practices at scale
  • •Good global team collaboration skills and experiences are good add-ons as well
Experience:5+ yearsBlockchainCryptocurrencyData scienceBig data
Education:Bachelor's
Skills:CommunicationTeam collaborationProblem-solvingCross-functional teamworkLeadership
Languages:English
Tech Stack:PyTorchTensorFlow

Company Brief

Binance
Operates one of the world’s largest cryptocurrency exchanges, offering spot and derivatives trading, a native token (BNB), wallet services, staking, and a broad suite of crypto financial products and infrastructure.
Industry: Trading Platforms
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Established Company
Valuation: Unicorn (USD 1B+)
Funding: Bootstrapped
Headquarters: George Town, Cayman Islands
Founded: 2017
WebsiteLinkedIn