Recrutement d’un Ingénieur Senior en Apprentissage Automatique chez Coupang Eats

Présentation de l’Entreprise

Coupang, leader dans le secteur de la livraison, a lancé sa plateforme de livraison alimentaire, **Coupang Eats**, en 2019. Depuis, elle a bouleversé le paysage de la livraison en Corée du Sud, proposant des services innovants tels que **’la livraison gratuite illimitée’** en 2024. Cette entreprise met un point d’honneur à offrir la meilleure expérience de livraison possible, en visant une amélioration continue qui profite tant aux clients qu’aux employés.

Description du Poste

Titre du poste : Senior / Staff Machine Learning Engineer (Coupang Eats Recommendation Platform)
Date : Mercredi, 4 Juin 2025
Localisation : 서울시

Coupang Eats recherche un Ingénieur en Apprentissage Automatique expérimenté pour rejoindre son équipe dédiée aux recommandations. Ce rôle est centrique à l’amélioration de l’efficacité du développement, de la disponibilité des systèmes et de l’expérience utilisateur.

Fonctionnalités du Poste

Les responsabilités principales incluent :

• Conception et mise en œuvre de composants de la plateforme de recommandations de nouvelle génération.
• Développement et optimisation de stratégies de recommandation, spécifiquement conçues pour le secteur de la livraison alimentaire hyper-localisée.
• Création de systèmes capables de traiter d’énormes volumes de données, particulièrement lors des heures de pointe.
• Implémentation de fonctionnalités de personnalisation en temps réel, tenant compte à la fois de l’historique utilisateur et des signaux d’intention contemporains.
• Contribution à la mise en place de solutions de surveillance et d’architecture à haute disponibilité.

Qualifications Requises

Un candidat idéal doit répondre aux critères suivants :

• Diplôme en Informatique, Ingénierie, ou domaine connexe (Master de préférence).
• Plus de 7 ans d’expérience en développement logiciel, dont au moins 3 ans sur des systèmes distribués à grande échelle.
• Solide expérience avec des frameworks de traitement de données comme **Spark** ou **Airflow**.
• Compréhension approfondie des algorithmes de recommandation et des services basés sur la localisation.

Compétences Techniques et Aptitudes

**Compétences Techniques :**

• Programmation en Java.
• Conception de systèmes de recommandation (récupération, classement).
• Expérience avec des technologies de recherche telles que **Elasticsearch**.

Compétences Douces :

• Capacité d’analyse et de résolution de problèmes.
• Excellente communication pour travailler avec les équipes produit et opération.
• Approche proactive pour l’optimisation des systèmes.

Processus de Recrutement

Le processus de recrutement se déroulera en plusieurs étapes :

• Revue de la candidature
• Entretien téléphonique
• Entretien virtuel en présentiel
• Offre d’emploi

Veuillez noter que la nature exacte du processus peut varier, et que Coupang se réserve le droit de fermer l’annonce si tous les postes sont pourvus.

Considérations Importantes

Coupang s’engage à respecter les lois sur l’égalité des chances. Ainsi, les candidats peuvent bénéficier d’un traitement préférentiel s’ils sont éligibles à la protection de l’emploi.

Postulez dès Maintenant

Pour ceux qui souhaitent rejoindre une entreprise innovante et dynamique, ce poste chez Coupang Eats représente une formidable occasion d’évoluer dans le domaine des technologies de recommandation en pleine croissance. Cliquez [ici](https://jobviewtrack.com/ko-kr/job-134841604c0707074911002f0d001c090c4e13482c1d4d42534848166d234617480a06044e2b00410606001d4d2978434a0d010b4206222007141e060b47763b0c1d43444f2c15505c5813/e08101de8a031ba7e9c52333e600b4c8.html?affid=473f0b388933e32bd5dbfbb2d8f8a3bb) pour postuler.

Cette offre d’emploi s’inscrit dans le cadre d’une démarche éthique, promouvant une diversité et une inclusion essentielles à l’environnement de travail de Coupang.

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📅 Date de publication de l’offre : Wed, 04 Jun 2025 00:25:15 GMT

🏢 Entreprise : 쿠팡

📍 Lieu : 서울시

💼 Intitulé du poste : Senior / Staff Machine Learning Engineer (Coupang Eats Recommendation Platform)

💶 Rémunération proposée :

📝 Description du poste : Coupang Eats is Coupang’s food delivery service and the fastest-growing delivery service in South Korea.Having burst onto the Korean delivery scene in 2019, Coupang Eats surprised the world once again in 2024 with ‘unlimited free delivery.’ This is the result of our relentless efforts to bring the best delivery experience to our customers.The innovations we’ve introduced so far are just the beginning. We will never stop working toward a better future so that everyone in the world can experience a better meal.Coupang Eats gives its employees ample opportunities to grow. If you want to grow along with experts in their respective fields, join us now.Role OverviewWe’re seeking an experienced Machine Learning Engineer to join our Eats Recommendation Platform team.This role offers the opportunity to work on a cutting-edge personalization platform that serves multiple business domains while improving development efficiency, system availability, and user experience. You’ll help build a system that unifies various personalization capabilities while maintaining isolation between different business tenants.What You Will DoDesign and implement components of our next-generation recommendation platform with tenant-level isolation and shared capabilitiesDevelop and optimize recommendation strategies, adopt AI models specifically tailored for hyper-localized food delivery servicesBuild solutions that effectively orchestrate the three critical components (Merchant, Customer, Delivery) in the food delivery ecosystemCreate systems that can handle massive data processing and surge traffic periods (lunch/dinner rush hours)Implement real-time personalization features that consider both offline user history and real-time intent signalsDevelop robust solutions for cold-start problems for both new users and merchantsBuild and maintain unified index building and feature platforms that improve resource utilizationContribute to the design and implementation of hot deployment capabilities for higher efficiencyImplement comprehensive monitoring and high-availability solutionsQualificationsBachelor’s degree in Computer Science, Engineering, or related field (Master is preferred)7+ years of professional software development experience, with at least 3 years working on large-scale distributed systemsStrong experience with data processing frameworks (Spark, Airflow, etc.)Experience with search technologies like Elasticsearch and geospatial indexing (GeoHash)Solid understanding of recommendation algorithms, including collaborative filtering and modern deep learning approachesExperience with location-based services and geospatial data processingStrong background in distributed systems, microservices architecture, and high-availability designExperience building systems that can handle traffic surges and maintain performance under pressureSoft SkillsStrong problem-solving and analytical thinkingExcellent communication skills to collaborate with product, data science, and operations teamsAbility to translate business requirements into technical solutionsProactive approach to system improvement and optimizationCapability to mentor junior engineers and influence technical decisionsTechnical SkillsJava programming is preferredExperienced in multi-thread programmingDistributed computing and big data processingExperience with microservicesPerformance optimization for high-traffic servicesA/B testing and experiment analysisRecommendation system development (retrieval, ranking, filtering, re-ranking) is a big plusElasticsearch or similar search technologies is a big plusKnowledge of BCD (Business-Customer-Delivery) collaboration in O2O services is a big plusMachine learning frameworks (TensorFlow, PyTorch, etc.)Recruitment Process and OthersRecruitment Process

• Application Review – Phone Interview – Virtual Onsite Interview – Offer

• The exact nature of the recruitment process may vary according to the specific job and may be changed due to scheduling or other circumstances.

• Interview schedules and the results will be informed to the applicant via the e-mail address submitted at the application stage.

Details to Consider

• This job posting may be closed prior to the stated end date for application if all openings are filled.

• Coupang has the right to rescind an offer of employment if a candidate is found to have submitted false information as part of the application process.

• Those eligible for employment protection (recipients of veteran’s benefits, the disabled, etc.) may receive preferential treatment for employment in accordance with applicable laws.

• Job titles and responsibilities may be subject to change depending on the candidate’s overall experience, etc. This will be communicated to the candidate at the appropriate time before the offer.

• Hiring may be restricted in case the legal qualifications required for hiring and work performance is not met.
• This is a full-time regular position and includes 12 weeks of probation period; provided, however, the probationary period may be either skipped, shortened or extended if necessary for business purposes.

Privacy Notice

• Your personal information will be collected and managed by Coupang as stated in the Application Privacy Notice is located below.

Document Return Policy * This notification is given pursuant to Article 11 (6) of the Fair Hiring Procedure Act.

• A job applicant, who has applied but not been finally selected for a position at Coupang (the “Company”), may request the Company to return his/her hiring documents submitted pursuant to the Fair Hiring Procedure Act. However, this will not apply where the hiring documents were submitted via the website of the Company or e-mail, or where the job applicant submitted those documents voluntarily without a request from the Company. In addition, if the hiring documents were destroyed due to a natural disaster or any other reasons not attributable to the Company, such documents will be deemed to have been returned to the job applicant.
• A job applicant who wishes to request the return of his/her hiring documents pursuant to the main sentence of paragraph 2 above should fill out a “Request for Return of Hiring Documents” [Annex Form No. 3 in the Enforcement Rule of the Fair Hiring Procedure Act] and submit It by email (recruitingops@coupang.com). In such case, within fourteen (14) days from the date of identifying the receipt of the request, the Company will send the hiring documents to the job applicant’s designated address via registered mail. Please be informed that the job applicant is required to pay the postage on the registered mail.
• In preparation for a job applicant’s request for the return of hiring documents pursuant to the main sentence of paragraph 2 above, the Company shall retain the original hiring documents submitted by the job applicant for 180 days from the completion of the recruiting process. If no request is made until the end of this period, all his/her hiring documents will be destroyed immediately in accordance with the Personal Information Protection Act.
• The above paragraphs 1 – 4 shall only apply when the labor-related laws of Korea govern the application. They are otherwise not applicable.

➡️ Candidater en ligne

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🔎 Offre d’emploi vérifiée et enrichie selon la ligne éditoriale de l’Association Artia13 : éthique, inclusion, transparence et vigilance contre les annonces trompeuses.

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