5d ago
Machine Learning Engineer
Seoul, South Korea
โจ $80k-$130k / yearest.- AI estimated, actual pay may differ
full-time Hybridsoftware Visa Sponsor
๐ Tech Stack
๐ผ About This Role
You'll solve core dating product challenges using AI at Match Group AI, working with Tinder, Hinge and other brands. You'll research and deploy state-of-the-art ML models to production, impacting millions of users. You'll collaborate across teams to build the AI flywheel for social discovery.
๐ฏ What You'll Do
- Define and solve business problems as AI/ML problems
- Develop prototypes and production features using AI/ML
- Conduct research on LLMs and multimodal models
- Optimize on-device and large-scale model inference
๐ Requirements
- AI/ML expertise with deep knowledge in one domain
- EDA skills to discover patterns in data
- Proficient in PyTorch or TensorFlow and Python
- Experience with ML pipeline building and deployment
โจ Nice to Have
- Top-tier conference publications (NeurIPS, CVPR, etc.)
- Experience training LLMs at scale
- Cross-functional development experience (Android, iOS, backend)
๐ Benefits & Perks
- ๐๏ธ Hybrid work arrangement
- ๐ฐ Competitive compensation (not specified, estimated)
- ๐ป GPU cluster access (A100, H100)
- ๐ Research publication support
๐จ Hiring Process
Estimated timeline: 4-6 weeks
- 1Resume Screeningยท 1 week
- 2Take-home Assignmentยท 1 week
- 3Live Coding Testยท 1 hour
- 4Technical Interviewยท 1.5 hours
- 5Cultural Alignment Interviewยท 1 hour
๐ฉ Heads Up
- Role requires both research and engineering breadth
- Expectation of top-tier publications without explicit seniority
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