{"schemaVersion":"jobsearcher.job.v1","id":"b9e578b10857ffb8ccdda22d","url":"https://jobsearcher.com/jobs/b9e578b10857ffb8ccdda22d","canonicalUrl":"https://jobsearcher.com/jobs/b9e578b10857ffb8ccdda22d","title":"Machine Learning Engineer","description":"Build and deploy ML models for memory retrieval and contextual understanding. Create scalable ML infrastructure that powers intelligent memory systems.\n\nWhat You'll Do\n\nDesign and implement ML models for memory retrieval and ranking\n\nBuild ML infrastructure and training pipelines\n\nDeploy and monitor models in production at scale\n\nOptimize model performance and latency for real-time systems\n\nWork with vector databases and embedding systems\n\nImplement MLOps best practices and monitoring\n\nCollaborate with research team to productionize new algorithms\n\nWhat We're Looking For\n\n4+ years of ML engineering experience\n\nStrong proficiency in Python and ML frameworks (PyTorch, TensorFlow)\n\nExperience deploying ML models to production\n\nKnowledge of MLOps, model serving, and monitoring\n\nUnderstanding of NLP, embeddings, and retrieval systems\n\nExperience with cloud platforms (AWS, GCP) and containers\n\nStrong software engineering fundamentals\n\nExperience with large-scale data processing\n\nNice to Have\n\nExperience with large language models and prompt engineering\n\nKnowledge of vector databases (Pinecone, Weaviate, Milvus)\n\nExperience with recommendation systems or search\n\nBackground in information retrieval or ranking systems\n\nKnowledge of model optimization and quantization\n\nExperience with real-time ML systems\n\nFamiliarity with transformer architectures","company":"Engramme","rawCompany":"engramme","city":"Millbrae","state":"CA","isRemote":false,"isActive":false,"createdAt":"2026-10-16T09:22:11.514Z","occupations":[{"code":"15-1299.08","title":"Computer Systems Engineers/Architects","slug":"computer-systems-engineers-architects"},{"code":"15-1252.00","title":"Software Developers","slug":"software-developers"},{"code":"15-2051.00","title":"Data Scientists","slug":"data-scientists"}],"industries":[{"code":"541512","title":"Computer Systems Design Services","slug":"computer-systems-design-services"},{"code":"541511","title":"Custom Computer Programming Services","slug":"custom-computer-programming-services"},{"code":"518210","title":"Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services","slug":"computing-infrastructure-providers-data-processing-web-hosting-and-related-services"}],"jobPosting":{"@context":"https://schema.org","@type":"JobPosting","title":"Machine Learning Engineer","description":"Build and deploy ML models for memory retrieval and contextual understanding. Create scalable ML infrastructure that powers intelligent memory systems.\n\nWhat You'll Do\n\nDesign and implement ML models for memory retrieval and ranking\n\nBuild ML infrastructure and training pipelines\n\nDeploy and monitor models in production at scale\n\nOptimize model performance and latency for real-time systems\n\nWork with vector databases and embedding systems\n\nImplement MLOps best practices and monitoring\n\nCollaborate with research team to productionize new algorithms\n\nWhat We're Looking For\n\n4+ years of ML engineering experience\n\nStrong proficiency in Python and ML frameworks (PyTorch, TensorFlow)\n\nExperience deploying ML models to production\n\nKnowledge of MLOps, model serving, and monitoring\n\nUnderstanding of NLP, embeddings, and retrieval systems\n\nExperience with cloud platforms (AWS, GCP) and containers\n\nStrong software engineering fundamentals\n\nExperience with large-scale data processing\n\nNice to Have\n\nExperience with large language models and prompt engineering\n\nKnowledge of vector databases (Pinecone, Weaviate, Milvus)\n\nExperience with recommendation systems or search\n\nBackground in information retrieval or ranking systems\n\nKnowledge of model optimization and quantization\n\nExperience with real-time ML systems\n\nFamiliarity with transformer architectures","datePosted":"2026-10-16T09:22:11.514Z","dateModified":"2026-10-16T09:22:11.514Z","hiringOrganization":{"@type":"Organization","name":"Engramme","sameAs":"https://jobsearcher.com"},"jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Millbrae","addressRegion":"CA","addressCountry":"US"}},"identifier":{"@type":"PropertyValue","name":"JobSearcher","value":"b9e578b10857ffb8ccdda22d"},"url":"https://jobsearcher.com/jobs/b9e578b10857ffb8ccdda22d"}}