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Machine Learning Software Engineer (Match Group AI | μ λ¬Έμ°κ΅¬μμ νΈμ /μ μ§ κ°λ₯) at matchgroup
matchgroupSeoul, South KoreaΒ·3d ago
Mid LevelFull-timePythonJavaRustAIAPIML
Salary Range
$102,000 - $138,000 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role
Match Group AI is a central technology organization that solves key online dating problems using AI. We focus on core user experience areas like profiles, matching, and Trust & Safety, using cutting-edge AI technology and data-driven approaches to innovate user experiences. Our AI Backend Developer role involves collaborating with global teams at Match Group to develop backend servers and client SDKs using AI technologies.
Key Responsibilities
- βDevelop backend servers and client SDKs using AI technologies (generative AI, recommendation systems, moderation AI, on-device AI)
- βUtilize model serving frameworks like Seldon, Triton, and Ray Serve
- βDevelop API servers and model inference pipelines for AI systems
- βCreate batch inference pipelines for LLMs
- βDevelop on-device machine learning SDKs for mobile apps using Swift and Kotlin
Requirements
- β2+ years of backend server development or ML system development experience
- βStrong CS fundamentals (data structures, algorithms, operating systems, databases)
- βBasic understanding of AI technology and machine learning
- βProficiency in Python and ability to learn and use other programming languages like Java, Kotlin, and Swift
- βFluent communication in Korean and ability to understand, write, and communicate technical documents in English
Benefits
- β Opportunity to work on cutting-edge AI technologies
- β Collaboration with global teams at Match Group
- β Contribution to the growth of dating services like Tinder and Hinge
