Senior Machine Learning Engineer (Match Group AI)
Matchgroup · Seoul, South Korea
Posted about 3 months ago
or apply directly on Matchgroup's site. We never take the application ourselves.
Is this posting real?
- This role has been open
- 81 days Matchgroup's roles stay open a median of 81 days
- Reposted
- No
- Salary listed
- No 1% of Matchgroup's roles list one
- Ghost-job risk at Matchgroup
- high 77 stale, 3 reposted of 77 open
- Hiring momentum
- 117 roles opened in the last 90 days ↑ up vs. the prior 90 days
- Last confirmed on the employer's board
- 2026-10-24
Measured from postings appearing on and disappearing from Matchgroup's own lever board since 2026-08-04. Full hiring picture for Matchgroup.
About this role
As a Senior Machine Learning Engineer at Match Group AI, you will be responsible for transforming broad product goals into machine learning problems, developing models, and measuring their impact across various applications like Tinder and Hinge. Your role includes making decisions about model optimization, data collection, and evaluation criteria, while addressing diverse ML challenges such as utility modeling and cold start issues. You will also have the opportunity to publish technical work and contribute to the advancement of AI solutions in the dating industry.
- benefits
- 1/5
- freshness
- 1/5
- career value
- 4/5
- role clarity
- 4/5
- pay transparency
- 0/5
Scored from the posting itself — how clearly the role is described, how much it says about pay and benefits, and how recently it was listed. Not a judgement of Matchgroup as an employer.
What you need
- Experience in machine learning and model development
- Ability to translate product goals into machine learning problems
- Experience with data collection and processing for model training
- Knowledge of evaluation criteria for models
- Experience with utility modeling and handling data scarcity
- Familiarity with LLMs and agentic systems
Worth weighing
- No salary or specific benefits listed in the posting
- The role involves working with a wide range of ML problems, which may require adaptability
- The position may involve publishing technical work, which could enhance professional visibility
Summarised from Matchgroup's posting. Read the full original.
Listed by Matchgroup on their lever job board, last confirmed open on 2026-10-24. PitchMeAI is not the employer.
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