Kokenut ML Ops Data Engineer

4 days ago


Helsinki, Uusimaa, Finland Moventas Wind Ltd Full time

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:

  1. Rakennat ja ylläpidät ML-mallien tuotantoon vieviä prosesseja
  2. Kehität CI/CD-ratkaisuja ja automaatioita
  3. Teet tiivistä yhteistyötä datatieteilijöiden, ohjelmistokehittäjien ja liiketoiminnan kanssa
  4. Toimit teknisenä mentorina ja osallistut päätöksentekoon

Odotamme sinulta:

  1. Vahvaa kokemusta ML Ops -käytännöistä ja automatisoiduista ML-pipelineista
  2. Sujuvaa Python-ohjelmointia sekä kokemusta pilvipalveluista (AWS, Azure)
  3. Infrastruktuurikoodauksen osaamista (Terraform)
  4. Kokemusta Dockerin käytöstä
  5. Kokemusta Databricksistä ja ML-järjestelmän hallinnasta (esim. ML Flow)
  6. Kokemusta koneoppimismallien kehittämisestä ja tuotantoonviemisestä
  7. Ymmärrystä suosittelualgoritmeista
  8. Kykyä työskennellä ketterässä, asiakeskeisessä tiimissä
  9. Sujuvaa suomen ja englannin kielen taitoa
  10. Oleskelu- ja työluvan Suomeen

Hakemuksessa kerro lyhyesti kokemuksistasi, esimerkiksi:

  1. Miten olet varmistanut ML-mallien skaalautuvuuden tuotannossa?
  2. Miten olet onnistunut rakentamaan automatisoituja prosesseja?
  3. Millaista yhteistyötä olet tehnyt liiketoiminnan ja datatieteilijöiden kanssa?
  4. Millaisia haasteita olet ollut mukana ratkomassa ML-mallien operoinnista (esimerkiksi latenssi)?

Tarjoamme:

  1. Modernin datainfrastruktuurin ja asiakeskeisen työympäristön
  2. Joustavat hybridityömahdollisuudet (etä- ja toimistotyö Sanomatalossa)
  3. 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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