Skapa AI-lösningar i framkant som Machine Learning-ingenjör
4 days ago
Avaron AB är ett konsultbolag inom IT och digital utveckling. Vi hjälper våra kunder att förverkliga affärsnytta genom avancerade datalösningar, intelligenta applikationer och innovativa AI-projekt. Hos oss blir du en del av ett drivet team som brinner för ständig förbättring och ny teknik.
Arbetsuppgifter
I den här rollen arbetar du som konsult hos en av våra kunder för att utveckla och förvalta lösningar med fokus på maskininlärning och AI. Du förväntas bland annat:
- Utveckla och implementera mjukvarulösningar kopplade till AI och maskininlärning – från att hantera stora datamängder och bygga relevanta datapipelines till att testa och producera robusta modeller.
- Designa och underhålla storskalig datainfrastruktur för att stötta maskininlärningsprojekt.
- Delta i arkitekturella beslut och bidra till planering av teknisk roadmap samt dokumentation.
- Säkerställa att lösningar följer god mjukvarupraxis kring kvalitet, säkerhet och prestanda.
- Samarbeta i ett agilt, tvärfunktionellt team tillsammans med data scientists och andra intressenter för att driva projekt framåt.
Kvalifikationer (Ska-krav)
- Kandidatexamen eller motsvarande praktisk erfarenhet inom datavetenskap, maskininlärning eller angränsande tekniskt område
- Minst 5 års erfarenhet av liknande roller, helst med fokus på supply chain-, prognos- eller liknande affärslösningar
- Mycket goda kunskaper i mjukvaruutveckling och DevOps/SRE-principer, inklusive testning och versionshantering
- Dokumenterad erfarenhet av att ta AI-/ML-lösningar från utveckling till produktion i större organisationer
- Gedigen programmeringskunskap i moderna språk samt minst 4 års praktisk erfarenhet av Python (t.ex. för backend och gärna även med FastAPI)
- God erfarenhet av molnteknologier för ML-utveckling, exempelvis Google Cloud Platform och Vertex AI
- Vana vid att bygga och underhålla MLOps- och datapipelines samt att driftsätta ML-applikationer i produktion
- Grundläggande förståelse för data science och olika AI-/ML-tekniker samt arbete med relevanta ramverk
- Erfarenhet av att hantera stora mängder data i både batch- och realtidssammanhang, gärna i kombination med SQL- och DBT-kunskaper
- Bekväm med agila arbetssätt, kravinsamling, designlösningar och samarbete med olika intressenter
Meriterande (Bra att ha)
- Erfarenhet av efterfrågeprognoser, försörjningskedjor eller liknande områden
- Kunskap om versionshantering för modeller, spårbarhet och monitorering av AI-lösningar
- Erfarenhet av datadriven utveckling, A/B-tester och modelloptimering
- God förmåga att stötta och vägleda andra i teamet kring best practices
Ansökan
Vi går igenom ansökningar löpande och tjänsten kan komma att tillsättas innan sista ansökningsdag. Skicka därför din ansökan så snart som möjligt till jobb@avaron.se. Bifoga personligt brev och CV och märk mejlet med "Skapa AI-lösningar i framkant som Machine Learning-ingenjör (12987)".
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