
Kokenut ML Ops Data Engineer
4 days ago
Etsimme kokenutta ML Ops osaajaa Nelosen (mm. Ruutu, Supla) moniosaajatiimiin vahvistamaan ML-mallien tuotantoprosesseja. HR organisaatiossa tehtävä sijoittuu osaksi Cloud Data Engineering Competence -tiimiä. Jos sinulla on näyttöä automatisoiduista ML-pipelineista ja haluat vaikuttaa suomalaiseen media-alaan, saatat olla etsimämme osaaja.
Tehtävässäsi:
- Rakennat ja ylläpidät ML-mallien tuotantoon vieviä prosesseja
- Kehität CI/CD-ratkaisuja ja automaatioita
- Teet tiivistä yhteistyötä datatieteilijöiden, ohjelmistokehittäjien ja liiketoiminnan kanssa
- Toimit teknisenä mentorina ja osallistut päätöksentekoon
Odotamme sinulta:
- Vahvaa kokemusta ML Ops -käytännöistä ja automatisoiduista ML-pipelineista
- Sujuvaa Python-ohjelmointia sekä kokemusta pilvipalveluista (AWS, Azure)
- Infrastruktuurikoodauksen osaamista (Terraform)
- Kokemusta Dockerin käytöstä
- Kokemusta Databricksistä ja ML-järjestelmän hallinnasta (esim. ML Flow)
- Kokemusta koneoppimismallien kehittämisestä ja tuotantoonviemisestä
- Ymmärrystä suosittelualgoritmeista
- Kykyä työskennellä ketterässä, asiakeskeisessä tiimissä
- Sujuvaa suomen ja englannin kielen taitoa
- Oleskelu- ja työluvan Suomeen
Hakemuksessa kerro lyhyesti kokemuksistasi, esimerkiksi:
- Miten olet varmistanut ML-mallien skaalautuvuuden tuotannossa?
- Miten olet onnistunut rakentamaan automatisoituja prosesseja?
- Millaista yhteistyötä olet tehnyt liiketoiminnan ja datatieteilijöiden kanssa?
- Millaisia haasteita olet ollut mukana ratkomassa ML-mallien operoinnista (esimerkiksi latenssi)?
Tarjoamme:
- Modernin datainfrastruktuurin ja asiakeskeisen työympäristön
- Joustavat hybridityömahdollisuudet (etä- ja toimistotyö Sanomatalossa)
- Kilpailukykyiset edut ja kehittymismahdollisuudet
Lähetä hakemuksesi ja CV – liitä halutessasi linkki GitHubiin tai portfolioosi. Lisäkysymyksissä ota yhteyttä: Niko Kotiniemeen, niko.kotiniemi@sanoma.com. Hakemusten käsittely alkaa huhtikuun alussa.
Haku alkaa: 28. maaliskuuta 2025 ja päättyy 31. toukokuuta 2025, klo 23.59 (Europe/Helsinki)
Työsuhteen tyyppi: Vakituinen
- Tasokas työterveyshuolto
- Liikunta- ja kulttuurietu
- Sanomain Kerhon toiminta (esim. liikuntajaos, kulttuuritapahtumat jne.)
- Alennuksia Sanoman ja yhteistyökumppaneiden tuotteista
- Loma-asunnot mm. Rukalla, Meri-Teijossa, Saariselällä
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