MLOps

Stanowisko: MLOps

Miejsce pracy: Wrocław, Rzeszów, Gdańsk - 100% remote

Data dodania: 05.07.2024

DCG is a modern technology company, gathering in its ranks IT related professionals. Due to the continuous development and the large number of recruitment projects that we carry out for our Partners, we are looking for a person for the position:

MLOps

Responsibilities:

  • Manage Kubernetes (K8s) clusters on GCP
  • Configure and manage deployment charts
  • Oversee operators and nodes
  • Set up Horizontal Pod Autoscaler
  • Deploy pods using Machine Learning model images with Helm charts
  • Configure observability on the cluster
  • Work with event-driven architectures, especially using GCP Pub/Sub
  • Create and improve data pipelines ensuring correct data ingestion to feature store
  • Prepare infrastructure components deployments and manage consumers
  • Understand the basics of data engineering, including differences between data warehouses and data lakes
  • Manage data lake components and create BigQuery instances as a DevOps
  • Be willing to learn about feature stores and schema building

 

Requirements:

  • Minimum 3 years of experience in a similar position
  • Proven hands-on experience with Kubernetes (K8s) on GCP
  • Ability to configure and manage deployment charts, operators, and nodes
  • Experience in setting up Horizontal Pod Autoscaler
  • Proficiency in deploying pods with machine-learning model images using Helm charts
  • Experience in configuring observability tools for clusters
  • Experience with event-driven architectures and GCP Pub/Sub
  • Ability to create and enhance data pipelines ensuring correct data ingestion
  • Understanding of data engineering basics, including data warehouse and data lake differences
  • Ability to manage data lake components and create BigQuery instances
  • Strong teamwork and communication skills
  • Willingness to learn and adapt to new technologies, including feature stores and schema building
  • English level: B2-C2
  • Nice-to-have: understanding of feature stores and schema building

 

Offer:

  • Private medical care
  • Co-financing for the sport card
  • Training & learning opportunities
  • Constant support of dedicated consultant
  • Team-building events organized by DCG
  • Employee referral program

Przed wyslaniem CV/dokumentów aplikacyjnych, uprzejmie prosimy kandydatów o zapoznanie się z klauzulą informacyjną.

Po zapoznaniu się z klauzulą informacyjną podaną przez Administratora Danych dobrowolnie wyrażam zgodę na przetwarzanie przez Ogłoszeniodawcę moich danych osobowych, zawartych w mojej ofercie pracy, dla potrzeb procesu tej rekrutacji oraz dla realizacji przyszłych projektów rekrutacyjnych.

Agencja doradztwa personalnego (nr licencji 4642)

Dane spółki: DCG Sp. z o.o., ul. Towarowa 28, 00-839 Warszawa                                                     

REGON: 141316780

NIP: 5222877930

KRS: 0001067305

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