oferta pracy lokalizacjaRemote | Kraków 1/246

Principal Data Science

max. 170 PLN/h (B2B)

max. 20 500 PLN (UOP)

Project

Our company has multiple projects. All of them require the conversion of ML models into production-quality microservices.

You will have the opportunity to learn and get practical experience with Vertex AI – cutting-edge Google’s platform for AI/ML development and operations.

Rekruter:

You will

  • Work with subject matter experts from airlines to identify opportunities for leveraging data to deliver insights and actionable predictions of customer behavior and operations performance
  • Assess the effectiveness and accuracy of new data sources, data gathering, and forecasting techniques
  • Develop custom data models and algorithms to apply to data sets and run proof of concept studies
  • Leverage existing Statistical and Machine Learning tools to enhance in-house algorithms
  • Collaborate with software engineers to implement and test production quality code for AI/ML models
  • Develop processes and tools to monitor and analyze data accuracy and model performance
  • Demonstrate software to customers and perform value-proving benchmarks. Calibrate software for customer needs and train customers for using and maintaining software
  • Resolve customer complaints with software and respond to suggestions for enhancements

Must have

  • At least 5 years of experience in software engineering in general, and at least 2 years with MLOps
  • MLOps experience within the enterprise CI/CD process to implement our CI/CD for ML models
  • Experience deploying ML APIs in production environments in GCP using GKE Kubernetes Service
  • Experience in using GCP Vertex AI for ML and BigQuery for Datawarehouse
  • Knowledge of Terraform and Containers technologies
  • Experience writing data processing jobs using GCP Dataflow and Dataproc
  • Experience setting up ML model monitoring and autoscaling for ML prediction jobs
  • Understanding of machine learning concepts to scale ML across different services by leveraging Feature Store, Artifacts Registry

Our offer

  • The budget is up to 150 PLN/h on B2B or 17 400 PLN on a standard work agreement
  • Possibility to attend internal and external training
  • Relocation package (4500 PLN total value), paid in three installments (1500 PLN per month)
  • Referral bonus (2000 PLN total value)
  • Benefits: Extended medical care (over 2000 medical facilities in Poland, 80 in Kraków) for you and your family; Multisport Benefit card; life insurance
  • Remote work option

W przypadku złożenia aplikacji, uprzejmie prosimy o umieszczenie w dokumentach aplikacyjnych (np. CV), poniższej zgody:
Wyrażam zgodę na wykorzystywanie i archiwizacje w bazie danych przez Infolet Sp. z o.o. moich danych osobowych zawartych w dokumentach rekrutacyjnych w celu przekazywania mi ofert pracy odpowiadających mojemu wykształceniu i doświadczeniu zawodowemu.
Pamiętaj że zawsze możesz cofnąć zgodę na przetwarzanie swoich danych osobowych, kontaktując się z nami pod adresem kontakt@infolet.pl

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