{"schemaVersion":"jobsearcher.job.v1","id":"c67c4cbb449ea4095648b8d8","url":"https://jobsearcher.com/jobs/c67c4cbb449ea4095648b8d8","canonicalUrl":"https://jobsearcher.com/jobs/c67c4cbb449ea4095648b8d8","title":"ML systems engineer","description":"Home/Careers/Careers ModelsML systems engineerMake model serving boring: routing, fallback, evaluation, and guardrails that hold up when a client's traffic triples overnight.Team ModelsLocation Remote (IST ±4)Type Full-timePackage Competitive equityAbout The RoleYou'll sit between research output and production reality — taking models that work in a notebook and making them serve at 12ms p50 with a contract behind the number.Expect to spend as much time on evaluation harnesses and failure modes as on throughput.What you'll do▸Build and tune the model-serving path: batching, caching, routing, and fallback▸Own the evaluation harness — offline benchmarks and online quality signals▸Design guardrails, and the observability to prove they're working▸Advise clients on build-vs-buy and model selection with evidence, not vibesWhat we're looking for▸4+ years shipping ML systems to production, not just training them▸Strong Python, and comfort dropping into a lower-level language when latency demands it▸Hands-on with inference servers and the throughput/latency trade-offs they force▸You can explain a p99 regression to a non-specialist stakeholderNice to have—Experience with LLM serving, agent orchestration, or retrieval systems—Published evaluation or benchmarking workNot quite your role? See the other three openings.ApplyML systems engineerNo cover letter needed. Links and a few honest lines beat a formatted CV.Leave this emptyNameEmailLinksWhy this role","company":"Myndstack","rawCompany":"myndstack","city":"Denver","state":"CO","isRemote":false,"isActive":false,"createdAt":"2026-08-19T12:14:07.804Z","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":"17-2199.00","title":"Engineers, All Other","slug":"engineers-all-other"}],"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":"541330","title":"Engineering Services","slug":"engineering-services"}],"jobPosting":{"@context":"https://schema.org","@type":"JobPosting","title":"ML systems engineer","description":"Home/Careers/Careers ModelsML systems engineerMake model serving boring: routing, fallback, evaluation, and guardrails that hold up when a client's traffic triples overnight.Team ModelsLocation Remote (IST ±4)Type Full-timePackage Competitive equityAbout The RoleYou'll sit between research output and production reality — taking models that work in a notebook and making them serve at 12ms p50 with a contract behind the number.Expect to spend as much time on evaluation harnesses and failure modes as on throughput.What you'll do▸Build and tune the model-serving path: batching, caching, routing, and fallback▸Own the evaluation harness — offline benchmarks and online quality signals▸Design guardrails, and the observability to prove they're working▸Advise clients on build-vs-buy and model selection with evidence, not vibesWhat we're looking for▸4+ years shipping ML systems to production, not just training them▸Strong Python, and comfort dropping into a lower-level language when latency demands it▸Hands-on with inference servers and the throughput/latency trade-offs they force▸You can explain a p99 regression to a non-specialist stakeholderNice to have—Experience with LLM serving, agent orchestration, or retrieval systems—Published evaluation or benchmarking workNot quite your role? See the other three openings.ApplyML systems engineerNo cover letter needed. Links and a few honest lines beat a formatted CV.Leave this emptyNameEmailLinksWhy this role","datePosted":"2026-08-19T12:14:07.804Z","dateModified":"2026-08-19T12:14:07.804Z","hiringOrganization":{"@type":"Organization","name":"Myndstack","sameAs":"https://jobsearcher.com"},"jobLocation":{"@type":"Place","address":{"@type":"PostalAddress","addressLocality":"Denver","addressRegion":"CO","addressCountry":"US"}},"identifier":{"@type":"PropertyValue","name":"JobSearcher","value":"c67c4cbb449ea4095648b8d8"},"url":"https://jobsearcher.com/jobs/c67c4cbb449ea4095648b8d8"}}