Machine Learning Software Engineer (HYPERCONNECT AI) at Match Group

Seoul, South Korea

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Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, Artificial Intelligence, Social NetworkingIndustries

Requirements

영어를 사용하여 말하고 읽는데 두려움이 없으며, 일상적인 업무를 영어로 소화 할 수 있는 분
3년 이상의 Software Engineering 경력을 가졌거나 이에 준하는 실력을 가진 분
CS fundamentals (운영체제, 컴퓨터 시스템 아키텍처, 자료구조 및 알고리즘)에 대한 탄탄한 기본지식을 보유하신 분
Java, Kotlin, Golang, Python, Javascript(Typescript) 중 한 가지 이상 언어에 능숙하며 그 외 프로그래밍 언어를 빠르게 학습하여 사용이 가능하신 분
다양한 NoSQL에 대한 이해와 RDBMS 을 사용한 서비스 설계 경험이 있으신 분
데이터 탐색에 필요한 SQL 사용에 능숙하며 조사한 데이터의 의미를 이해하고 문제 해결의 근거로 사용이 가능하신 분
여러 기능 스택을 넘나드는 걸 좋아하고 익숙하지 않은 환경에 빠르게 적응할 수 있는 분
여러 직군의 이해관계자와 협업할 수 있는 강력한 커뮤니케이션 능력을 갖추신 분

Responsibilities

추천 시스템 개발: 아자르의 1:1 video call에서의 개인화된 추천 시스템 개발, 다양한 영역의 추천 및 검색 시스템 개발, 실시간 모델 추론을 위한 데이터 파이프라인 개발 (Apache Flink, KSQL 활용), Feature Store 등 피처 수집/가공/서빙 시스템 설계, 새로운 피처 발굴
모더레이션 시스템 개발: AI 기반 콘텐츠 및 행동 모니터링 시스템 구축, 부적절한 콘텐츠와 스패머 탐지, 레이블링 데이터 생산 및 관리 플랫폼 개발, Golden Data Set 구축, Human Factor 투입 기능 설계
AI 기능 개발 가속화 전략 지원: AI Flywheel 시스템 구축, 가설 검증, 모델 학습(지속적 학습), 평가, 관리, 배포 기능 제공

Skills

Key technologies and capabilities for this role

PythonMachine LearningMLOpsRecommendation SystemsksqlDBFeature StoreReal-time Data PipelinesModel ServingDeep Learning

Questions & Answers

Common questions about this position

What experience level is required for this Machine Learning Software Engineer role?

Candidates need 3 years or more of Software Engineering experience or equivalent skills.

What technical skills are required for this position?

Proficiency in Java, Kotlin, Golang, and Python is required, along with solid CS fundamentals including operating systems, computer systems architecture, data structures, and algorithms.

Is English proficiency required for this job?

Yes, candidates must be comfortable speaking and reading English and able to handle daily tasks in English.

What is the work environment like at Hyperconnect AI?

It's a top-tier AI organization where you work with Machine Learning Engineers and Research Scientists publishing papers at top AI/ML conferences, with rich MLOps experience operating over 50 models in production.

What makes a strong candidate for this ML Software Engineer role?

Strong candidates have 3+ years of software engineering experience, solid CS fundamentals, proficiency in Java/Kotlin/Golang/Python, and English fluency to collaborate in a top AI organization.

Match Group

Provides online dating and social discovery

About Match Group

Match Group leverages the Swipe feature® and social discovery, facilitating deeper connections through its portfolio of online dating brands, with a global presence and availability in over 40 languages.

Dallas, TexasHeadquarters

1986Year Founded

$400MTotal Funding

IPOCompany Stage

Consumer Software, Social ImpactIndustries

1,001-5,000Employees

Benefits

Medical/Dental/Vision Insurance

Charitable Matching Program

Retirement Matching Funds

Training and Education Allowance

Performance Bonuses

Mental Health Counseling

Risks

Increased competition from AI-driven dating apps may draw users away.

Privacy concerns and data breaches could impact reputation and operations.

Free dating apps with innovative features may pressure Match Group's pricing models.

Differentiation

Match Group offers nearly 50 brands catering to diverse dating communities.

The company generates revenue through subscription, transaction, and advertising models.

Match Group operates globally, available in over 200 countries and 40 languages.

Upsides

Increased interest in AI-driven matchmaking enhances user experience and engagement.

Growing trend of VR integration offers immersive dating experiences.

Rising demand for niche platforms caters to specific interests and communities.

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