Senior Machine Learning Engineer

Job Overview

Location
Pune, Maharashtra
Job Type
Full Time
Date Posted
5 months ago

Additional Details

Job ID
26089
Job Views
113

Job Description

Role Responsibilities

  • Work as a member of an agile team to design, build, test, and deploy new products and features
  • Build and deploy AI solutions that should work at scale.
  • Build appropriate data pipelines to support model deployments.
  • Optimize large models for efficiency and scalability.
  • Monitor the AI models and applications that are deployed.
  • Lead and own everything around Machine Learning Operations.
  • Prepare appropriate documentation of the model deployment and processes.
  • Conduct root cause analysis of data, pipeline and other processes.
  • Participate in code reviews, model review, testing and debugging for high quality product.
  • Conduct data analysis for different use-cases.
  • Conduct data extraction, data analysis, data cleaning, preparation, modeling, and evaluation
  • Support building prototypes, and proof-of-concepts.
  • Collaborate with internal teams and other teams across the company
  • Expert understanding of data pipeline building (Snowflake, Azure, Python)
  • Push for better Development Practices, better Code, better Solutions

All About You

  • Proven experience in developing and deploying Machine learning and Deep learning solutions.
  • Deep understanding of different Machine learning, Deep learning, and AI algorithms.
  • High proficiency in using Python and R
  • Hands on experience on ML Frameworks (Scikit learn) and Deep Learning Framework (TensorFlow, PyTorch)
  • Solid experience with SQL, Hadoop and/or Snowflake databases
  • Good understanding of Cloud technology.
  • Building and maintaining ML production pipelines.
  • Curious, Critical thinker, good hacking skills and scientific reasoning.
  • Strong familiarity with Software engineering practices.
  • Not afraid to ask questions and propose new ideas


Qualification

Any Graduate

Experience Requirements

Fresher Experience

Location

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