Machine Learning Engineer

2 weeks ago


Bengaluru, Karnataka, India Arista Networks Full time

Job Summary

Arista Networks is seeking a highly skilled machine learning engineer to join our team. As a machine learning engineer, you will be responsible for designing, developing, and deploying machine learning models to solve complex business problems.

Key Responsibilities

  • Collect, process, and clean large datasets from various sources
  • Design machine learning systems and apply statistical analysis and machine learning techniques to solve complex business problems
  • Develop machine learning applications according to requirements and select appropriate datasets and data representation methods
  • Run machine learning tests and experiments, perform statistical analysis, and fine-tune models using test results
  • Train and retrain systems when necessary and visualize data and present findings to stakeholders using data visualization tools
  • Verify and deploy programs and systems, troubleshoot, debug, and upgrade existing systems
  • Collaborate with cross-functional teams to implement data-driven solutions and stay updated with the latest advancements in data science and machine learning

Qualifications

  • Bachelor's Degree in Computer Science or related field and 5-8 years of experience or equivalent combination of education and experience
  • Attention to detail and knowledge of Python and SQL
  • Understanding of data structures, data modeling, and software architecture and deep knowledge of math, probability, statistics, and algorithms
  • Ability to write robust code in Python and experience with machine learning frameworks like TensorFlow, PyTorch, or Scikit-learn
  • Proficiency in data visualization tools like Tableau, Power BI, or Matplotlib and experience in using Jupyter notebooks to collaborate on research

Nice to Have

  • Working experience in Docker and K8s deployments and working experience in AWS/GCP
  • Working experience with network technologies


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