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Sr. Machine Learning Engineer (Match Group AI)

Match Group AI leverages Hyperconnect's AI technology to contribute to various Match Group products including Tinder and Hinge.
Machine Learning
Senior Software Engineer
Hybrid
5,000+ Employees
3+ years of experience
AI

Description For Sr. Machine Learning Engineer (Match Group AI)

Match Group AI is seeking a Senior Machine Learning Engineer to join their innovative team at Hyperconnect. This role combines scientific research capabilities with engineering expertise to develop and optimize AI models for production environments. The position involves working with cutting-edge AI technologies across natural language processing, image analysis, and recommendation systems.

The ML team actively develops AI solutions to enhance user experiences on mobile and server environments. You'll be tackling challenging problems such as multi-modal data utilization, domain adaptation, multi-task classification, text and image summarization, and recommendation system optimization. The team also works with large language models and vision-language models for feature development and large-scale model training.

As an ML Engineer, you'll be part of a team that has published numerous papers in top-tier conferences like ICCV, EMNLP, CVPR, and others. The role offers access to substantial computing resources, including a cluster of DGX-A100 machines with 160 A100 GPUs, and collaboration with a diverse team of software engineers.

The position requires strong technical expertise in AI/ML, proven experience in productionizing AI solutions, and the ability to work effectively in a collaborative environment. You'll be contributing to projects that directly impact major dating platforms like Tinder and Hinge, while having the opportunity to publish research and contribute to the broader AI community.

Working at Match Group AI offers the opportunity to solve real-world problems at scale, access to state-of-the-art infrastructure, and collaboration with talented engineers across various domains. The team maintains a strong focus on research publication and open-source contributions, making it an ideal environment for those who want to combine practical engineering with academic research.

Last updated 2 months ago

Responsibilities For Sr. Machine Learning Engineer (Match Group AI)

  • Research and improve cutting-edge models
  • Discover and define real service problems
  • Reproduce or develop state-of-the-art models
  • Deploy models to on-device and server environments
  • Monitor and continuously improve models
  • Build AI flywheel for continuous system improvement
  • Collaborate with backend/frontend/DevOps engineers, data analysts, and PMs

Requirements For Sr. Machine Learning Engineer (Match Group AI)

Python
  • 3+ years of relevant project experience with deep understanding in AI/ML domain
  • Experience in integrating AI technology into actual services and improving key metrics
  • Strong communication skills to collaborate with stakeholders across different roles
  • Ability to solve engineering constraints using AI modeling and software engineering expertise
  • Capability to maintain team's technical competitiveness through continuous learning
  • Experience in helping other ML engineers grow or related capabilities
  • Fluent in Korean communication

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