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Senior Machine Learning Engineer- Recommendations
Posted on 4/12/2022
INACTIVE
Locations
San Francisco, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Apache Spark
Data Structures & Algorithms
Java
Research
Python
Requirements
  • Ph.D. or Master's degree with applied research experience
  • 3+ years of industry experience in building machine learning models
  • Industry experience programming in Java, Python, or related language
  • 3+ years working in production systems delivering Recommendation Systems, Reinforcement Learning, Bandit algorithms, Deep Learning, Multi-objective Optimization
  • Understand both complex and simple modeling techniques and be able to determine when to apply them
Responsibilities
  • Work on meaningful problems at a massive scale (1.6B+ user swipes per day)
  • Work on exciting problems that directly impact Tinder's ecosystem
  • Design and implement state-of-the-art machine learning algorithms in distributed machine learning frameworks such as Spark
  • Define and own the objectives and metrics for your team, and devise a development strategy and roadmap
  • Lead and mentor team members to reach their full potential
Desired Qualifications
  • Publication within a related research field
  • Demonstrable experience in building, programming, and integrating algorithms into production systems
  • Proven experience producing computationally efficient software to meet real-time requirements
  • Understanding of the scientific theory behind machine learning techniques
Match Group

1,001-5,000 employees

Dating platform conglomerate
Company mission
Match Group's mission is to spark meaningful connections for every single person worldwide. The company operates platforms including Tinder, Hinge, Okcupid, and more.
Benefits
  • Medical/Dental/Vision Insurance
  • Charitable Matching Program
  • Retirement Matching Funds
  • Training and Education Allowance
  • Performance Bonuses
  • Mental Health Counseling