oferta pracy lokalizacjaRemote | Kraków 1/246

Principal Data Science

max. 170 PLN/h on B2B

max. 20 500 PLN on UOP

Project

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

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

Recruiter:

You will

  • Work with subject matter experts from airlines to identify opportunities for leveraging data to deliver insights and actionable prediction 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 models’performance
  • Demonstrate software to customers and perform value proving benchmarks. Calibrate software for customer needs and train customer 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 in 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

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