Data Engineer, Sr. (ML & Python)

Irvine (Southern CA), CA 9

Employment Type: Perm Job Category: Data Architect Job Number: 19939

Senior Data Engineer 

Position Summary:

YOU SHOULD HAVE:
  • 5+ years software engineering experience with expertise in Python
  • Knowledge of machine learning basics and genuine interest in computer vision
  • Experience in machine learning frameworks: Tensorflow, Keras, and/or PyTorch
  • Experience in porting production level code from data science team
  • Experience in developing backend APIs in Python
  • Experience in ML Inference architecture and optimization
  • Experience in source control, CI/CD (Gitlab), and some Docker containerization
  • Experience in AWS services (EC2, Sagemaker, S3, EBS, Lambda, CodeDeploy) with relevant Devops
  • Experience with on-prem infrastructure and OTA deployment
  • Strong ML-related optimization knowledge and skills

IDEALLY YOU WILL HAVE:
  • Bachelor' s or Master’ s degree in Computer Science, Computer or Electrical Engineering, Mathematics, or a related field
  • Experience with NVidia TensorRT Inference Server

 

 

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