Job Details

ID #46202768
State Minnesota
City Minnesotalk
Job type Contract
Salary USD TBD TBD
Source Vimerse Infotech Inc
Showed 2022-10-04
Date 2022-10-04
Deadline 2022-12-02
Category Et cetera
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Sr. AI Cognitive with ML- Richfield, MN (Initial Remote )

Minnesota, Minnesotalk, 56068 Minnesotalk USA

Vacancy expired!

Sr. AI Cognitive with ML at Richfield, MN (Initial Remote ) No open Positions : 1 Job Description :

  • Take offline models data scientists build and turn them into a real machine learning production system .
  • Build and deploy training and serving pipelines for ML models in Google Cloud Platform .
  • Identify and evaluate new technologies to improve performance, maintainability, and reliability of existing machine learning systems .
  • Work with upstream and downstream engineering teams to define the data contract for serving in platforms such as Seldon Core, Vertex AI .
  • Work as a liaison with Data Science and Data Engineering team to understand the data schema and convey changes and updates to the respective teams Qualifications .
Required Skills :
  • Experience developing with containers and Kubernetes in cloud computing environments (AWS/Google Cloud Platform) .
  • Familiarity with one or more data-oriented workflow orchestration frameworks (KubeFlow, Airflow, Argo, etc.) .
  • Exposure to deep learning approaches and modeling frameworks (PyTorch, Tensorflow, Keras, etc.)
  • Experience working as one or more of the following DevOps Engineer, SRE, Platform Engineer, Infrastructure Engineer, Cloud Engineer, and/or Production Engineer.
  • Familiarity and working knowledge with Kubeflow, Seldon Core, Artifact Registry Knowledge of Unit testing in Python, Mocking, Pytest.
  • Knowledge of model serialization and deserialization for Pytorch, Scikitlearn and Tensorflow .
  • Knowledge of Git and GitHub. Gitops, Bazel and CI/CD deployments with Jenkins Understanding of MLOps, Model development lifecycle with knowledge of Training and Deployment pipelines for Machine Learning solutions.
  • Nice to have model monitoring and debugging experience in production .
  • Nice to have experience with BigQuery.
Vimerse is a fast growing IT Company having a team of well trained professionals and with a huge spectrum of services to offer. It s having Innovation and Reliability as its driving force. We are proud to say that with our fleeting yet diverse experiences we are able to become a partner of choice with an astonishing accomplishment and customer satisfaction for our clients. Our main motive is to provide professional support system to our clients aligned to their core business activity with an aim to provide cost effectiveness and optimum utilization of available resource while keeping pace with dynamic market conditions. We are an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status

Vacancy expired!

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