AI Deployment Engineer
3 days ago
Om oss
Vi bygger nu upp vår AI-avdelning och vi letar därför efter dedikerade utvecklare som vill bli en del av vårt team. Du kommer att få möjlighet att arbeta med spännande AI-lösningar, samarbeta med ett dynamiskt team och vara med och bygga vår AI-kapacitet.
Om rollen som AI-ingenjör
Vi söker en AI-ingenjör som ska specialisera sig på att distribuera maskininlärningsmodeller i produktionsmiljöer, optimera deras prestanda och se till att de övervakas kontinuerligt. Du kommer att ansvara för att våra AI-drivna applikationer fungerar optimalt, med fokus på skalbarhet och långsiktigt underhåll.
Ansvarsområden
- Distribuera maskininlärningsmodeller och AI-drivna applikationer i produktionsmiljöer
- Hantera containeriserade miljöer (Docker, Kubernetes) för skalbar modelldistribution
- Optimera modeller och applikationer för hastighet, effektivitet och kostnadseffektivitet med hjälp av NVIDIA:s ekosystem
- Övervaka modellernas prestanda och säkerställa skalbarhet och tillförlitlighet
- Implementera automatiserings- och övervakningsverktyg för kontinuerlig utvärdering av modellens prestanda
- Implementera säkerhetsåtgärder kring modelldistribution för att säkerställa datasekretess och -integritet
- Säkerställa efterlevnad av säkerhetsstandarder, inklusive hantering av sårbarheter i AI-system
- Samarbeta med datascientists för att säkerställa sömlös integration och driftsättning
- Felsöka och lösa problem relaterade till AI-modeller och applikationer
- Hålla sig uppdaterad kring bästa praxis inom implementering och optimering av AI-modeller
Kvalifikationer
- Erfarenhet av att distribuera containeriserad AI-programvara / modeller (Docker, Kubernetes, etc.)
- Stark kunskap om tekniker för modelloptimering (kvantisering, beskärning etc.)
- Erfarenhet av NVidias hårdvaru- och mjukvarustack
- Erfarenhet av CI/CD-pipelines och automatiseringsverktyg för modelldistribution
- Kunskaper i övervaknings- och loggningsverktyg (Prometheus, Grafana, ELK stack, etc.)
- Kunskap om bästa praxis för säkerhet vid distribution av AI-modeller och hantering av känsliga data
- Starka kunskaper i Python och relevanta distributionstekniker
För att passa och trivas i rollen tror vi att du har minst 2 års relevant yrkeserfarenhet. Om du brinner för att forma framtiden för AI, vill vi gärna höra från dig
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