Interesting Job Opportunity: Artificial Intelligence/Machine Learning Engineer

Consulting Pandits


Date: 1 week ago
City: Pune, Maharashtra
Contract type: Full time
Mandatory Qualifications

  • Good communication
  • Python - Intermediate Level
  • ML and Deep Learning - understanding of basics, some practical experience using Python for ML and DL.
  • Deep Learning - Artificial Neural Networks, Convolutional Neural Networks - non- development Intermediate Level.
  • QA/Test - Performance tests execution, recording the results and comparing across the runs.
  • Basics of Linux command line.
  • NLP - Basics
  • Knowledge of Pytorch and Tensorflow
  • Assist external parties to upload required code and data into an air gapped environment.
  • Scan code and data for malicious code, viruses, etc.
  • Follow procedures to provision and store scanned models and code in the appropriate secure mount point and secure GitHub repository.
  • Verify the model runs on CPU.
  • Run model on GPU and gather performance and accuracy characteristics.
  • Evaluate the model for any nodes that are not supported at this moment.
  • Work with CE to determine if an alternate node should be used or if a Feature Request needs to be filed.
  • Provide feedback through Salesforce Service Cloud Case mechanism.
  • Run the model and gather performance and accuracy characteristics.
  • Compare the number with Customer Engineering and determine if specific feature engineering teams need to be engaged to improve model performance or accuracy.
  • Keep continuous updates on the stage the porting efforts are in and provide realistic ETAs back to Customer Engineering.
  • Evaluation of the existing model libraries to ensure that there are no performance or regressions on a new software release.
  • Identify and areas that can be automated within this entire process.
  • Provide feedback on all stages of the operation to Customer Engineering.

(ref:hirist.tech)

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