{"id":13127,"date":"2025-10-29T18:55:27","date_gmt":"2025-10-29T18:55:27","guid":{"rendered":"https:\/\/kick-start.us\/?post_type=job_listing&#038;p=13127"},"modified":"2025-10-29T18:55:27","modified_gmt":"2025-10-29T18:55:27","slug":"california-396-machine-learning-infrastructure","status":"publish","type":"job_listing","link":"https:\/\/kick-start.us\/ko\/vaga\/california-396-machine-learning-infrastructure\/","title":{"rendered":"Machine Learning &#8211; Infrastructure"},"content":{"rendered":"<p>\uc804\uccb4 \uc9c1\ubb34 \uc124\uba85<br \/>About us<\/p>\n<p>Our mission is to build causal intelligence, starting with physics models to predict and control the weather.<\/p>\n<p>We&#8217;re building a small team driven by a deep passion and urgency to solve this civilizationally important problem.<\/p>\n<p>Our founding team has led &amp; shipped models across self-driving cars, humanoid robotics, protein folding, and video generation at world-class institutions including Google DeepMind, Cruise, Waymo, Meta, Nabla Bio, and Apple.<\/p>\n<p>Responsibilities<\/p>\n<ul>\n<li>Design, deploy, and maintain large distributed ML training and inference clusters<\/li>\n<li>Develop efficient, scalable end-to-end pipelines to manage petabyte-scale datasets and model training throughout the entire ML lifecycle<\/li>\n<li>Research and test various training approaches including parallelization techniques and numerical precision trade-offs across different model scales<\/li>\n<li>Analyze, profile and debug low-level GPU operations to optimize performance<\/li>\n<li>Stay up-to-date on research to bring new ideas to work\u00a0<\/li>\n<\/ul>\n<p>What we\u2019re looking for<\/p>\n<p>We value a relentless approach to problem-solving, rapid execution, and the ability to quickly learn in unfamiliar domains.<\/p>\n<ul>\n<li>Strong grasp of state-of-the-art techniques for optimizing training and inference workloads<\/li>\n<li>Demonstrated proficiency with distributed training frameworks (e.g. FSDP, DeepSpeed) to train large foundation models<\/li>\n<li>Knowledge of cloud platforms (GCP, AWS, or Azure) and their ML\/AI service offerings<\/li>\n<li>Familiarity with containerization and orchestration frameworks (e.g., Kubernetes, Docker)<\/li>\n<li>Background working on distributed task management systems and scalable model serving &amp; deployment architectures<\/li>\n<li>Understanding of monitoring, logging, observability, and version control best practices for ML systems<\/li>\n<\/ul>\n<p>You don\u2019t have to meet every single requirement above.<\/p>\n<p>\ud61c\ud0dd<\/p>\n<ul>\n<li>Work on deeply challenging, unsolved problems<\/li>\n<li>Competitive cash and equity compensation<\/li>\n<li>Medical, dental, and vision insurance<\/li>\n<li>Catered lunch &amp; dinner<\/li>\n<li>Unlimited paid time off<\/li>\n<li>Visa sponsorship &amp; relocation support<\/li>\n<\/ul>","protected":false},"author":10,"featured_media":0,"template":"","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"pmpro_default_level":"","_promoted":"","_job_location":"California","_application":"https:\/\/www.indeed.com\/viewjob?jk=3c2f2436ac10d7e2&tk=1j8ofrb9qg8ri8dr&from=serp&vjs=3","_company_website":"","_company_tagline":"","_company_twitter":"","_company_video":"","_filled":0,"_featured":0,"_remote_position":0,"_job_salary":"","_job_salary_currency":"","_job_salary_unit":"","_joinchat":[]},"job-types":[396],"class_list":{"0":"post-13127","1":"job_listing","2":"type-job_listing","3":"status-publish","4":"hentry","5":"pmpro-has-access","7":"job-type-visa-sponsorship"},"_links":{"self":[{"href":"https:\/\/kick-start.us\/ko\/wp-json\/wp\/v2\/job-listings\/13127","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kick-start.us\/ko\/wp-json\/wp\/v2\/job-listings"}],"about":[{"href":"https:\/\/kick-start.us\/ko\/wp-json\/wp\/v2\/types\/job_listing"}],"author":[{"embeddable":true,"href":"https:\/\/kick-start.us\/ko\/wp-json\/wp\/v2\/users\/10"}],"wp:attachment":[{"href":"https:\/\/kick-start.us\/ko\/wp-json\/wp\/v2\/media?parent=13127"}],"wp:term":[{"taxonomy":"job_listing_type","embeddable":true,"href":"https:\/\/kick-start.us\/ko\/wp-json\/wp\/v2\/job-types?post=13127"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}