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color: #0066FF !important; background-color: #FFFFFF !important; font-weight: 600; border-color: #0066FF !important;} .btn-secondary:hover, .btn-secondary:focus, .btn-secondary:active, .btn-secondary.active, .open .dropdown-toggle.btn-secondary, .btn-secondary:active:focus, .btn-secondary:active:hover, .btn-secondary.active:hover, .btn-secondary.active:focus { color: #0066FF !important; background-color: #FFFFFF !important; font-weight: 600; border-color: #0066FF !important; } .navbar .join-tn-link {font-weight: 600; top: -1px !important}.all-positions-header h1 {font-size: 0px !important; margin:0 !important;}.all-positions-header h1:after {content: 'Your strengths, our opportunities \u2013 a perfect match.'; font-size: 32px}.d-inline-block{margin-top:-26px !important;} .panel.pcs-search-panel { background: #1E0F32 !important; color: white; } .card.facets-card { background: #1E0F32; color: white; } .advanced-options-button > p { color: white; } button.reset-filters.btn-text { color: white !important; } .pillContainer { border: 0px none; color: white !important; font-weight: normal; } .position-facets .pillContainer:hover { border: 1px solid white !important; color: white !important; font-weight: normal; } .position-facets .pillTitle {color: white !important;} .pillInclude { border: 1px solid white; font-weight: 600; } .position-facets .pillTitle:hover {color: white !important;} button.go-button { border: 1px solid white !important; } .custom-content-body { text-align: center } div.custom-content-body > div > a:nth-of-type(1) { padding: 0px !important; } .match-bar { visibility: hidden; } #EFSmartApplyContainer .navbar a:nth-child(2) {font-weight: bold !important; color: #0066FF !important;}"}, "hideJobCart": false, "recaptcha_enabled": 0, "showLoggedOutNotificationsPrivacyPolicy": true, "hideEightfoldBranding": false, "customJobDescEnhancedTableGate": false}, "pid": "41200857", "positions": [{"id": 41200857, "name": "\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\uff08Machine Learning Engineer\uff09", "posting_name": "\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\uff08Machine Learning Engineer\uff09", "location": "Tokyo", "locations": ["Tokyo"], "hot": 0, "department": "Eureka", "business_unit": "IT, Technology", "t_update": 1777698147, "t_create": 1775206078, "ats_job_id": "6c2a640c-5e41-4545-81ee-66e0f8868b4f", "display_job_id": "6c2a640c-5e41-4545-81ee-66e0f8868b4f", "type": "ATS", "id_locale": "8772932725993430824-en", "job_description": "\u30a8\u30a6\u30ec\u30ab\u306f\u3001\u771f\u5263\u306b\u30d1\u30fc\u30c8\u30ca\u30fc\u3092\u898b\u3064\u3051\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u65b9\u306b\u5411\u3051\u305f\u604b\u6d3b\u30fb\u5a5a\u6d3b\u30de\u30c3\u30c1\u30f3\u30b0\u30a2\u30d7\u30ea\u300cPairs\uff08\u30da\u30a2\u30fc\u30ba\uff09\u300d\u3092\u904b\u55b6\u3057\u3066\u3044\u308b\u4f1a\u793e\u3067\u3059\u3002Pairs\u306f\u3001\u65e5\u672c\u56fd\u5185\u3067\u7d2f\u8a08\u767b\u9332\u65702,500\u4e07\u4ee5\u4e0a\u306e\u65e5\u672c\u6700\u5927\u7d1a\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30c7\u30fc\u30c6\u30a3\u30f3\u30b0\u30a2\u30d7\u30ea\u3067\u3059\u3002 2012\u5e74\u306b\u65e5\u672c\u7248\u30012013\u5e74\u306b\u53f0\u6e7e\u7248\u30fb2025\u5e74\u306b\u97d3\u56fd\u7248\u306e\u30b5\u30fc\u30d3\u30b9\u958b\u59cb\u3057\u3066\u4ee5\u6765\u3001\u9806\u8abf\u306b\u6210\u9577\u3092\u7d9a\u3051\u300170\u4e07\u4eba\u4ee5\u4e0a\u306e\u65b9\u304cPairs\u3067\u304a\u76f8\u624b\u3092\u898b\u3064\u3051\u3066\u3044\u307e\u3059\u3002 2015\u5e74\u306b\u306f\u3001\u4e16\u754c\u4e2d\u3067\u30aa\u30f3\u30e9\u30a4\u30f3\u30c7\u30fc\u30c6\u30a3\u30f3\u30b0\u30a2\u30d7\u30ea\u3092\u5c55\u958b\u3059\u308bMatch Group\u306b\u30b8\u30e7\u30a4\u30f3\u3057\u3001\u79c1\u305f\u3061\u306e\u30df\u30c3\u30b7\u30e7\u30f3\u3067\u3042\u308b\u300c\u4eba\u751f\u306b\u201d\u3042\u3063\u3066\u3088\u304b\u3063\u305f\u201d\u3068\u601d\u3063\u3066\u3082\u3089\u3048\u308b\u3082\u306e\u3092\u300d\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u3001\u65e5\u672c\u56fd\u5185\u3060\u3051\u3067\u306a\u304f\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u3067\u66f4\u306a\u308b\u6210\u9577\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002 \"Pairs\" is an online dating app used by more than 25 million people in Japan. Since launch, we have received success stories from over 700,000 people. Pairs is the first-in-market to offer 24/7 in-house customer service, including text and image monitoring, so our users' safety and security are always ensured. We created Pairs to help singles discover new and interesting ways to find a life partner. In the United States, more than 1 in 3 couples met their partner online. In Japan more than 70 per cent of singles claim to have no partner. As the number 1 online dating service in Japan, we're working hard every day to help singles find their true love. Since the release of Pairs in October 2012, we have helped to create opportunities for many users to find partnership and marriage. Pairs offers the opportunity to find an ideal partner that matches one's own values through various search features and a well-developed MyTag. Everyday, we receive many reports of successful matches from across Japan and from overseas. It is our hope that more and more opportunities for wonderful relationships will be created, which inspires us to improve our service every day. \u5b9f\u969b\u306e\u696d\u52d9\u5185\u5bb9\uff1a \u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u3001\u63a8\u85a6\u3084\u691c\u7d22\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3084\u753b\u50cf\u51e6\u7406\u3068\u305d\u306e\u7d50\u679c\u304c\u30b7\u30b9\u30c6\u30e0\u306e\u4e2d\u5fc3\u3068\u306a\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u643a\u308f\u308a\u3001\u7279\u306b embeddings / vector search \u3092\u7528\u3044\u305f\u8fd1\u508d\u691c\u7d22\u3001candidate generation / retrieval \u3092\u542b\u3080\u63a8\u85a6\u30fb\u691c\u7d22\u6a5f\u80fd\u306e\u6539\u5584\u3092\u901a\u3058\u3066\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30c1\u30fc\u30e0\u304c\u305d\u308c\u3089\u306e\u7d50\u679c\u3092\u6b63\u3057\u304f\u5229\u7528\u3057\u7d99\u7d9a\u7684\u306b\u30d7\u30ed\u30c0\u30af\u30c8\u6307\u6a19\u3092\u6539\u5584\u3067\u304d\u308b\u72b6\u614b\u306b\u5c0e\u304f\u3053\u3068\u3002 As a Machine Learning Engineer, you will work on projects where recommendation, search, NLP, and image processing are core to the system. 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\u30b5\u30fc\u30d3\u30b9\u30de\u30a4\u30f3\u30c9\u306e\u9ad8\u3044\u30e1\u30f3\u30d0\u30fc\u304c\u591a\u304f\u3001\u3042\u308b\u3079\u304d\u59ff\u3092\u8b70\u8ad6\u3057\u306a\u304c\u3089\u3001\u8abf\u6574\u529b\u3001\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u30b9\u30ad\u30eb\u3001\u89e3\u6c7a\u529b\u3092\u78e8\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059 \u5b9a\u6027\u30fb\u5b9a\u91cf\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u6301\u3063\u305f\u9ad8\u5ea6\u3067\u672c\u8cea\u7684\u306a\u30c7\u30fc\u30bf\u30fb\u30c9\u30ea\u30d6\u30f3\u7d44\u7e54\u306e\u63a8\u9032\u30fb\u5b9f\u52d9\u7d4c\u9a13 \u5916\u8cc7\u7cfbIT\u4f01\u696d\u306a\u3089\u3067\u306f\u306e\u8ad6\u7406\u6027\u3001\u5727\u5012\u7684\u30b9\u30d4\u30fc\u30c9\u306e\u3042\u308b\u958b\u767a\u7d4c\u9a13 \u82f1\u8a9e\u529b\uff08\u89aa\u4f1a\u793e\u3084\u5916\u56fd\u7c4d\u30e1\u30f3\u30d0\u30fc\u3068\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u82f1\u4f1a\u8a71\u5b66\u7fd2\u3092\u30b5\u30dd\u30fc\u30c8\u3002\u307e\u305f\u3001\u793e\u5185\u30e1\u30f3\u30d0\u30fc\u306e\u56fd\u7c4d\u306f\u3001\u53f0\u6e7e\u30fb\u97d3\u56fd\u30fb\u30d5\u30a3\u30ea\u30d4\u30f3\u30fb\u30aa\u30fc\u30b9\u30c8\u30e9\u30ea\u30a2\u30fb\u30a4\u30ae\u30ea\u30b9\u30fb\u30a2\u30e1\u30ea\u30ab\u30fb\u30d5\u30e9\u30f3\u30b9\u3068\u591a\u7a2e\u591a\u69d8\u3067\u3059\uff09 \u958b\u767a\u3092\u901a\u3057\u305f\u793e\u4f1a\u8ca2\u732e\uff08\u6669\u5a5a\u5316\u554f\u984c\u3001\u5c11\u5b50\u5316\u554f\u984c\u3001\u4eba\u751f\u306b\u304a\u3051\u308b\u81ea\u7531\u306a\u9078\u629eetc.\uff09 Work on machine learning-driven feature development using data from one of the largest online dating services in Japan, collaborating with product teams from the planning stage, and gaining knowledge and technical skills through delivering optimal solutions; At Eureka, engineers own technology decisions and are empowered to adopt the latest technologies as needed; Work with highly service-oriented team members and develop coordination, communication, and problem-solving skills through discussions on best practices; Gain hands-on experience in driving a truly data-driven organization that balances both qualitative and quantitative perspectives; Experience the logical thinking and high-speed execution typical of a global IT company; Improve English skills through communication with global stakeholders and international team members across Match Group(English learning support is provided); Contribute to social impact through product development (e.g., addressing declining birth rates, delayed marriage, and enabling freedom of choice in life). \u4f7f\u3063\u3066\u3044\u308b\u30c4\u30fc\u30eb/\u74b0\u5883\uff1a \u958b\u767a\u8a00\u8a9e\uff1aPython, Go \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff1aBigQuery, Amazon Aurora MySQL, DynamoDB, Redis, Elasticsearch \u30c7\u30fc\u30bf\u51e6\u7406\uff1aGoogle Cloud Vertex AI, Google Cloud Dataflow, Cloud Pub/Sub, Fluentd, Fluent Bit, dbt, Dagster etc BI\u30c4\u30fc\u30eb\uff1aTableau, Superset \u69cb\u6210\u7ba1\u7406\uff1aTerraform \u958b\u767a\u3001\u305d\u306e\u4ed6\uff1aGitHub, Slack, Jira, Confluence Google Workspace \u5404\u7a2e\u30c4\u30fc\u30eb\uff1aGoogle Sheets / Google Slides AI\u30c4\u30fc\u30eb\uff1aChatGPT Enterprise / Codex, Claude Code, Cursor, Gemini(Google Workspace),, \u305d\u306e\u4ed6\u81ea\u793e\u958b\u767aAI\u30c4\u30fc\u30eb\u53ca\u3073\u30d7\u30e9\u30b0\u30a4\u30f3 LLM\u904b\u7528 / \u76e3\u8996\uff1aLangfuse(self-hosted) \u30a4\u30f3\u30d5\u30e9\uff1aAWS/Google Cloud \u5404\u7a2e\u30b5\u30fc\u30d3\u30b9 Programming Languages: Python, Go Databases: BigQuery, Amazon Aurora MySQL, DynamoDB, Redis, Elasticsearch Data Processing: Google Cloud Vertex AI, Dataflow, Pub/Sub, Fluentd, Fluent Bit, dbt, Dagster, etc. BI Tools: Tableau, Superset Infrastructure as Code: Terraform Development & Collaboration: GitHub, Slack, JIRA, Confluence Google Workspace: Google Sheets, Google Slides AI Tools: ChatGPT Enterprise, Codex, Claude Code, Cursor, Gemini (Google Workspace), as well as internally developed AI tools and plugins LLM Observability / Monitoring: Langfuse (self-hosted) Infrastructure: AWS and Google Cloud services \u5fc5\u9808\u6761\u4ef6\uff1a \u6b21\u306e\u4e00\u822c\u7684\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u306e\u77e5\u8b58\u30fb\u30b9\u30ad\u30eb\u30fb\u7d4c\u9a13\u3092\u6301\u3063\u3066\u3044\u308b\u3053\u3068\uff1a WebApp\u958b\u767a\u306e\u77e5\u8b58\u3001\u30b9\u30ad\u30eb \u4e00\u822c\u7684\u306aWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5927\u307e\u304b\u306a\u69cb\u6210\u3092\u7406\u89e3\u3057\u3066\u3044\u308b\u3053\u3068 \u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u7d4c\u9a13\uff08\u8a2d\u8a08\u53ca\u3073\u5b9f\u88c5\uff09\uff08Sr. Backend engineer \u30ec\u30d9\u30eb\u3067\u3042\u308b\u3068\u5c1a\u53ef\uff09 \u30eb\u30bf\u30a4\u30e0\u306e\u696d\u52d9\u7d4c\u9a13\u6700\u4f4e2\u5e74\u4ee5\u4e0a General knowledge, skills, and experience as a software engineer, including: Web application development Understanding of overall web application architecture; Backend development experience (design and implementation); experience at a Senior Backend Engineer level is a plus; Minimum of 2 years of full-time professional experience. \u691c\u7d22\u3001\u63a8\u85a6\u306e\u3044\u305a\u308c\u304b\u3092\u30b3\u30a2\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u3059\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u643a\u308f\u308a\u3001\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3057\u305f\u7d4c\u9a13\uff1a \u4f8b: EC\u306b\u304a\u3051\u308b\u5546\u54c1\u63a8\u85a6\u3001\u30b8\u30e7\u30d6\u30de\u30c3\u30c1\u30f3\u30b0\u306b\u304a\u3051\u308b\u6c42\u4eba\u7968 / \u5019\u88dc\u8005\u63a8\u85a6\u3001embeddings / vector search \u3092\u7528\u3044\u305f\u30e6\u30fc\u30b6\u30fc\u30d9\u30af\u30c8\u30eb\u8fd1\u508d\u691c\u7d22\u306b\u3088\u308b\u63a8\u85a6\u6539\u5584\u3001candidate generation / retrieval \u306e\u6539\u5584\u3001Elasticsearch / Solr \u3092\u7528\u3044\u305f\u691c\u7d22\u30b7\u30b9\u30c6\u30e0\u306e\u7d50\u679c\u6539\u5584\u3092\u306f\u3058\u3081\u3068\u3057\u305f\u904b\u7528 \u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u81ea\u4f53\u306f\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u3082\u53ef \u7d4c\u9a13\u30c9\u30e1\u30a4\u30f3\u304ctwo-sided market\u3067\u3042\u308b\u3068\u5c1a\u53ef Experience working on and continuously improving software systems where search or recommendation is a core component: E.g.,product recommendation in e-commerce, job/candidate matching, improving recommendations using nearest-neighbor retrieval over user embeddings/vector, optimizing candidate generation/retrieval, and improving search results using Elasticsearch/Solr; Managed services are acceptable for these components; Experience in a two-sided marketplace domain is a plus. \u30d3\u30b8\u30cd\u30b9/\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u529b\uff1a \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30a2\u30a6\u30c8\u30ab\u30e0\u3092\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u3084\u5206\u6790\u8005\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u7d4c\u55b6\u5c64\u3068\u5171\u306b\u8b70\u8ad6\u3057\u5b9a\u7fa9\u3067\u304d\u3001\u6a5f\u68b0\u5b66\u7fd2\u30bf\u30b9\u30af\u3068\u3057\u3066\u8981\u4ef6\u306b\u843d\u3068\u3057\u8fbc\u3081\u308b \u8907\u96d1\u306a\u8981\u4ef6\u3092\u6574\u7406\u3001\u9069\u5207\u306a\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u3092\u5dfb\u304d\u8fbc\u3093\u3067\u5408\u610f\u5f62\u6210\u3067\u304d\u308b Strong communication skills with both business and engineering stakeholders: Ability to define project outcomes in collaboration with Product Managers, analysts, and, when needed, leadership, and translate them into machine learning requirements; Ability to structure complex requirements, engage relevant stakeholders, and drive alignment. \u65e5\u672c\u8a9e\u30d3\u30b8\u30cd\u30b9\u30ec\u30d9\u30eb\u4ee5\u4e0a \u30cd\u30a4\u30c6\u30a3\u30d6\u3067\u306a\u3044\u65b9\u3067\u3042\u308c\u3070\u3001\u65e5\u672c\u8a9e\u304c\u5171\u901a\u8a00\u8a9e\u3067\u3042\u308b\u30c1\u30fc\u30e0\u3067\u306e\u696d\u52d9\u7d4c\u9a13\u304c\u3042\u308b\u3053\u3068\u304c\u671b\u307e\u3057\u3044 \u65e5\u672c\u304c\u30e1\u30a4\u30f3\u306e\u9818\u57df\u3068\u306a\u308b\u30b0\u30ed\u30fc\u30d0\u30eb\u30d7\u30ed\u30c0\u30af\u30c8\u3067\u3042\u308b\u305f\u3081\u3001\u65e5\u672c\u306e\u8a00\u8a9e\u3084\u6587\u5316\u306b\u5bfe\u3059\u308b\u7406\u89e3\u3092\u6df1\u3081\u308b\u610f\u5411\u3092\u6301\u3064\u3053\u3068\u304c\u671b\u307e\u3057\u3044 Japanese proficiency at business level or above: For non-native Japanese speakers, experience working in a Japanese-speaking environment is preferred; Given that Japan is the primary market, a willingness to deepen understanding of Japanese language and culture is preferred. \u82f1\u8a9e\u30d3\u30b8\u30cd\u30b9\u30ec\u30d9\u30eb\u4ee5\u4e0a Match Group\u306e\u82f1\u8a9e\u8a71\u8005\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u3068\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u82f1\u8a9e\u306b\u3088\u308b\u6b63\u5f0f\u306a\u8cc7\u6599\u4f5c\u6210\u304c\u53ef\u80fd\u306a\u30ec\u30d9\u30eb\u3001\u3082\u3057\u304f\u306f\u305d\u3053\u307e\u3067\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7\u53ef\u80fd\u3067\u3042\u308b\u3053\u3068 English proficiency at business level or above: Ability to communicate with English-speaking stakeholders within Match Group and create formal documentation in English, or the ability to ramp up to that level. \u6b53\u8fce\u6761\u4ef6\uff1a \u7279\u306b1. 2. \u306e\u8981\u4ef6\u3092\u91cd\u8996\u3057\u307e\u3059\u3002 1\\. \u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u30ea\u30fc\u30c9\u3057\u305f\u7d4c\u9a13\uff1a \u8907\u6570\u306e\u8077\u7a2e\u304c\u95a2\u4e0e\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u304a\u3051\u308b\u30c6\u30af\u30cb\u30ab\u30eb\u30ea\u30fc\u30c9 \u66d6\u6627\u3067\u5236\u7d04\u304c\u81ea\u660e\u3067\u306a\u3044\u72b6\u6cc1\u306b\u304a\u3044\u3066\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3092\u660e\u78ba\u306b\u3057\u305f\u6280\u8853\u7684\u610f\u5fd7\u6c7a\u5b9a\uff08\u6027\u80fd\u3001\u30b3\u30b9\u30c8\u3001UX\u3092\u8003\u616e\u3057\u305f\u8981\u7d20\u6280\u8853\u306e\u9078\u5b9a\u30fb\u8a2d\u8a08\uff09 \u30df\u30c9\u30eb\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3068\u5171\u306b\u3001\u73fe\u5834\u3068\u7d4c\u55b6\u5c64\u306e\u8a8d\u8b58\u3092\u63c3\u3048\u306a\u304c\u3089\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u63a8\u9032 2\\. \u7d71\u8a08\u5b66\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001A/B\u30c6\u30b9\u30c8\u306e\u77e5\u8b58\u3001\u30b9\u30ad\u30eb\uff1a \u5404\u7a2e\u7d71\u8a08\u691c\u5b9a\u306b\u95a2\u3059\u308b\u7406\u89e3\u304c\u3042\u308a\u3001\u30b1\u30fc\u30b9\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u5229\u7528\u3068\u7d50\u679c\u306e\u89e3\u91c8\u304c\u3067\u304d\u308b \u6a5f\u68b0\u5b66\u7fd2\uff08\u4e3b\u306b\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\uff09\u306e\u8a55\u4fa1\u6307\u6a19\u3092\u7406\u89e3\u3057\u3066\u3044\u308b \u6a5f\u68b0\u5b66\u7fd2\u3001\u691c\u7d22\u3001\u63a8\u85a6\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u753b\u50cf\u51e6\u7406\u7b49\u306e\u9ad8\u5ea6\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7528\u3044\u308b\u5e45\u5e83\u3044\u5206\u91ce\u95a2\u3059\u308b\u77e5\u8b58\u3068\u7d4c\u9a13\u3092\u6301\u3061\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u76ee\u7684\u306b\u5bfe\u3057\u3066\u3053\u308c\u3089\u304b\u3089\u6700\u9069\u306a\u30bf\u30b9\u30af\u3078\u306e\u843d\u3068\u3057\u8fbc\u307f\u304c\u3067\u304d\u308b embeddings / vector search \u3092\u7528\u3044\u305f\u8fd1\u508d\u691c\u7d22\u3001candidate generation / retrieval \u3092\u542b\u3080\u63a8\u85a6\u30fb\u691c\u7d22\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08\u30fb\u6539\u5584\u7d4c\u9a13\u3092\u6301\u3064\u3068\u5c1a\u53ef A/B\u30c6\u30b9\u30c8\u306b\u3064\u3044\u3066\u7db2\u7f85\u7684\u306a\u77e5\u8b58\u3092\u6301\u3061\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8KPI/KGI\u3068\u30c6\u30b9\u30c8\u30bf\u30fc\u30b2\u30c3\u30c8\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u30c9\u30e1\u30a4\u30f3\u3068\u306e\u95a2\u9023\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u8a2d\u8a08\u53ca\u3073\u5b9f\u65bd\u3001\u8a55\u4fa1\u304c\u51fa\u6765\u308b\u3002 NumPy, Pandas, SciPy, Matplotlib, scikit-learn, TensorFlow, PyTorch\u306a\u3069\u6a5f\u68b0\u5b66\u7fd2\u306b\u95a2\u308f\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u30fb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u672c\u756a\u74b0\u5883\u306b\u304a\u3051\u308b\u5229\u7528\u7d4c\u9a13 3\\. 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ML\u30b5\u30fc\u30d3\u30b9\u306e\u904b\u7528\u7d4c\u9a13\uff1a Kubeflow / TFX \u306a\u3069ML\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u958b\u767a\u30fb\u904b\u7528 Kubernetes \u306e\u76e3\u8996\u30fb\u904b\u7528 SageMaker, Vertex AI \u306a\u3069\u306e managed ML services \u3092\u5229\u7528\u3057\u305fML\u57fa\u76e4\u306e\u958b\u767a\u30fb\u904b\u7528 Langfuse \u3092\u7528\u3044\u305f LLM \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e observability / tracing / monitoring \u306e\u904b\u7528\u7d4c\u9a13 5\\. \u6a5f\u68b0\u5b66\u7fd2\u30c1\u30fc\u30e0\u3092\u30ea\u30fc\u30c9\u3057\u305f\u7d4c\u9a13\uff1a \u30c1\u30fc\u30e0\u5185\u306e\u62c5\u5f53\u9818\u57df\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u306e\u7b56\u5b9a\uff08\u56db\u534a\u671f\u304b\u30891\u5e74\uff09 \u6a5f\u68b0\u5b66\u7fd2\u30c1\u30fc\u30e0\u3068\u4e8b\u696d\u53ca\u3073\u4f01\u696d\u5168\u4f53\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3068\u306e\u6574\u5408\u6027\u3092\u3068\u308b\u70ba\u306e\u7d99\u7d9a\u7684\u306a\u884c\u52d5 6\\. \u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30b9\u30ad\u30eb\uff1a \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30aa\u30f3\u30e9\u30a4\u30f3\u63a8\u8ad6\u304c\u884c\u308f\u308c\u308b\u6a5f\u68b0\u5b66\u7fd2\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u8a2d\u8a08\u30fb\u69cb\u7bc9\u30fb\u904b\u7528\u30fb\u76e3\u8996\u7d4c\u9a13 BigQuery / DynamoDB \u7b49\u3092\u7528\u3044\u3066\u3001\u7528\u9014\u306b\u5fdc\u3058\u305f\u7279\u5fb4\u91cf\u7ba1\u7406\u57fa\u76e4\uff08feature store \u76f8\u5f53\uff09\u3092\u8a2d\u8a08\u30fb\u69cb\u7bc9\u30fb\u904b\u7528\u3057\u305f\u7d4c\u9a13 \u9ad8\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u30b5\u30fc\u30d3\u30b9\u306e\u30b9\u30c8\u30ea\u30fc\u30e0\u30c7\u30fc\u30bf\u51e6\u7406\u7d4c\u9a13 \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u306e\u30d0\u30c3\u30c1\u51e6\u7406\u7d4c\u9a13 \u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u8981\u6c42\u6c34\u6e96\u304c\u9ad8\u3044 Application \u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3084\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u8a2d\u8a08\u3001\u6280\u8853\u9078\u5b9a\u306e\u7d4c\u9a13 7\\. \u5927\u898f\u6a21\u30b7\u30b9\u30c6\u30e0\u306e\u904b\u7528\u7d4c\u9a13\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b9\u30ad\u30eb\uff1a \u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u7279\u5b9a\u3057\u3001\u9069\u5207\u306a\u89e3\u6c7a\u7b56\u3092\u63d0\u6848\u3001\u5b9f\u65bd\u3057\u305f\u7d4c\u9a13 \u307e\u305f\u306f\u904b\u7528\u3092\u4e8b\u524d\u306b\u8003\u616e\u3057\u3066\u3001\u9ad8\u53ef\u7528\u6027\u3001\u9ad8\u4fe1\u983c\u6027\u306e\u3042\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u8a2d\u8a08\u3057\u305f\u7d4c\u9a13 SRE\u306e\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3092\u6539\u5584\u3057\u306a\u304c\u3089\u904b\u7528\u3059\u308b\u7d4c\u9a13\uff08SLO, \u30a8\u30e9\u30fc\u30d0\u30b8\u30a7\u30c3\u30c8\u7b49\uff09 We place particular emphasis on requirements 1 and 2. 1\\. Experience leading machine learning projects: Technical leadership in ML projects involving multiple functions Ability to make technical decisions under ambiguity, clearly identifying trade-offs (e.g., performance, cost, UX) and selecting/designing appropriate solutions Experience aligning on goals across teams and driving projects in collaboration with mid-level management and leadership 2\\. Knowledge and skills in statistics, machine learning, and A/B testing: Understanding of statistical methods and ability to apply and interpret them appropriately Understanding of ML evaluation metrics (primarily for supervised learning) Broad knowledge and experience across areas such as ML, search, recommendation, NLP, and computer vision, with the ability to translate project goals into appropriate technical approaches Experience designing and improving recommendation/search systems, including embeddings, vector search, and candidate generation/retrieval, is a plus Strong understanding of A/B testing, with the ability to design, execute, and evaluate experiments in alignment with KPIs/KGIs and ML domains Hands-on experience with ML libraries/frameworks in production (e.g., NumPy, Pandas, SciPy, Matplotlib, scikit-learn, TensorFlow, PyTorch) 3\\. Technical skills in data processing: Proficiency in SQL Development experience in at least one of the following: Python, Ruby, Java, Scala, or Go Experience with stream and batch data processing Experience working with non-relational databases 4\\. Experience operating ML services: Experience developing and operating ML pipelines (e.g., Kubeflow, TFX) Experience monitoring and operating Kubernetes Experience building and operating ML platforms using managed services (e.g., SageMaker, Vertex AI) Experience operating LLM applications with observability / tracing / monitoring tools (e.g., Langfuse) 5\\. Experience leading ML teams: Experience defining team-level roadmaps (quarterly to annual) Experience aligning ML initiatives with broader business and organizational roadmaps 6\\. Data engineering skills: Experience designing, building, operating, and monitoring ML pipelines for real-time (online) inference Experience designing and operating feature store-like systems using BigQuery, DynamoDB, etc. Experience with stream processing for high-traffic services Experience with large-scale batch data processing Experience designing data stores and pipelines for applications with high data requirements 7\\. Experience operating large-scale systems and troubleshooting: Experience identifying bottlenecks and proposing/implementing appropriate solutions Or experience designing systems with high availability and reliability, considering operational aspects Experience improving and operating with SRE practices (e.g., SLOs, error budgets) $ - $ a year None Eureka", "stars": 0.0, "medallionProgram": null, "location_flexibility": null, "work_location_option": "onsite", "canonicalPositionUrl": "https://join.matchgroupcareers.com/careers/job/41200857", "isPrivate": false}], "isFallback": false, "debug": {}, "count": 1, "personal_message": "We thought you would be interested in this position.", "scheduling": {"minTime": 9, "limit": 10, "maxTime": 17, "increments": 60, "minTimeslots": 3}, "userTitles": [], "enableTargetedResume": 0, "query": {"query": "", "location": "", "department": [], "skill": [], "seniority": [], "pid": "41200857"}, "singleview": true, "see_all_jobs": true, "recommended_star_threshold": 4.0, "chatbot": true, "iframeImplementation": null, "pcsApplyFormV2Enabled": false, "allowedFileTypes": {}, "pcsTextConfiguration": {}, "hideDepartment": null, "pcsOctupleMigration0Enabled": true, "pcsOctupleMigration1Enabled": false, "replaceUrlOnGoBack": true, "pcsRedesignedNuxEnabled": true, "readmoreInstructionEnabled": false, "userActivityTimeout": 86400000, "userActivityTimeoutEnabled": 1, "isLoggedInPcsEnabled": true, "sortByConfig": null, "searchBoxConfig": {}, "excludePrivatePositions": true, "eeocFilterKeywords": ["veteran", "disability", "gender", "race", "citizen", "visa", "ethnicity"], "disableScrollLoadPositionSidebar": false, "locationFlexibilityFrontendEnabled": false, "workLocationOptionFrontendEnabled": true, "remoteFlexibleJobsFilterEnabled": false, "loggedOutNotificationsEnabled": true, "candidateLogin": {"postApplyReviewLink": {"enabled": true, "url": "/api/apply/v2/profile/review/initialize_user?domain=gotinder.com", "title": "What's next? 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background: #0066FF !important}.people-card-matches{color: rgb(26, 39, 240) !important}.perk-icon{color: rgb(22, 140, 204) !important} .get-matched-button > span { visibility: hidden; display: none; } .get-matched-button{font-weight: bold;font-size:12pt;color: #FFFFFF !important} .get-matched-button {font-size: 0px!important;} .get-matched-button:after {content: 'Upload Your Resume'; font-size: 12pt;} .get-matched-button:hover {border-color: #0066FF !important; background: #FFFFFF !important;color: #0066FF !important; } .search-results-main-container .position-cards-container .card-selected {border-left-color:#0066FF!important;}.personalization-bar{background-color: #FFFFFF !important}.position-card .position-title{color: #0066FF !important} .jumbotron{font-size: 200px !important}.advanced-options-button{color: #000000 !important}.jumbotron h1{font-size:24pt!important;font-weight:normal!important;margin-top: 70px !important}.position-sub-title, .custom-content-title {font-size:16pt!important;color:#808080!important;}.banner-item img{width:136px;}.banner-item {right:-43px;}.candidate-login-button{color: rgb(237, 9, 21) !important; border-color: #ed0915 !important}.navbar{background: rgba(255, 255, 255, 0) !important}.apply .navbar img { height: 150px !important;color: #2C8CC9 !important} .refer .navbar img { height: 200px !important;} @media(max-width: 768px) { .fixed-top img { margin-top: 50px;} .single-page-mode img { margin-top: 50px;}} .upload-resume-modal .privacy-agreement {width: 470px !important;border-radius: 30px !important; padding: 15px 15px 15px 15px; !important; font-size:9pt !important}.upload-resume-modal .privacy-agreement .btn-sm {border-color: rgb(237, 9, 21) !important} .position-facets .pillTitle {color: #808080 !important} .reset-filters {color: #808080 !important} .btn-text { padding: 7px 20px !important; border: 1px solid #0066FF !important} .pillInclude { background: #0066FF !important} .position-details > div:nth-of-type(4) h1.position-sub-title:before {content: 'Full-Time ';} .upload-resume-modal .dropzone-container .btn {border-color: #0066FF!important; background: #0066FF!important; color: #FFFFFF !important; font-weight: 400 !important; width: 142px !important;} .upload-resume-modal .dropzone-container .btn:hover {border-color: #0066FF !important;color:#0066FF !important;background: #FFFFFF !important} .upload-resume-modal .privacy-agreement .btn-sm {border-color: #0066FF !important;} .upload-resume-modal .privacy-agreement .btn-primary {color: #0066FF!important; border-color: #0066FF !important;} .upload-resume-modal .privacy-agreement .btn-primary:hover {background: #FFFFFF !important;color: #0066FF !important; border-color: #0066FF !important;} .apply-form .btn-sm { border-color: #0066FF !important;} .apply-form .btn-primary { background-color: #0066FF !important;color: #FFFFFF; } .apply-form .btn-sm:hover {background: #FFFFFF !important;color: #808080!important} .btn-sm.pointer.position-apply-cancel-button { background: #FFFFFF !important;color: #808080 } .btn-primary:hover, .btn-primary:focus, .btn-primary:active, .btn-primary.active, .open .dropdown-toggle.btn-primary, .btn-primary:active:focus, .btn-primary:active:hover, .btn-primary.active:hover, .btn-primary.active:focus {background: #FFFFFF !important; color: #0066FF !important; background-color: #FFFFFF !important; font-weight: 600; border-color: #0066FF !important;} .btn-secondary:hover, .btn-secondary:focus, .btn-secondary:active, .btn-secondary.active, .open .dropdown-toggle.btn-secondary, .btn-secondary:active:focus, .btn-secondary:active:hover, .btn-secondary.active:hover, .btn-secondary.active:focus { color: #0066FF !important; background-color: #FFFFFF !important; font-weight: 600; border-color: #0066FF !important; } .navbar .join-tn-link {font-weight: 600; top: -1px !important}.all-positions-header h1 {font-size: 0px !important; margin:0 !important;}.all-positions-header h1:after {content: 'Your strengths, our opportunities – a perfect match.'; font-size: 32px}.d-inline-block{margin-top:-26px !important;} .panel.pcs-search-panel { background: #1E0F32 !important; color: white; } .card.facets-card { background: #1E0F32; color: white; } .advanced-options-button > p { color: white; } button.reset-filters.btn-text { color: white !important; } .pillContainer { border: 0px none; color: white !important; font-weight: normal; } .position-facets .pillContainer:hover { border: 1px solid white !important; color: white !important; font-weight: normal; } .position-facets .pillTitle {color: white !important;} .pillInclude { border: 1px solid white; font-weight: 600; } .position-facets .pillTitle:hover {color: white !important;} button.go-button { border: 1px solid white !important; } .custom-content-body { text-align: center } div.custom-content-body > div > a:nth-of-type(1) { padding: 0px !important; } .match-bar { visibility: hidden; } #EFSmartApplyContainer .navbar a:nth-child(2) {font-weight: bold !important; color: #0066FF !important;}