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Arista Networks

Data Scientist

Pune , India
full-time

AI overview

Join the Cognitive WiFi team to develop advanced ML models for anomaly detection and enhance Arista’s CloudVision Wi-Fi solution while impacting a growing development center.

Who You’ll Work With

    Arista is excited to scale the WiFi  Team in the Pune Development Center to take it’s Cognitive WiFi solution to the next level.  Arista has ambitious plans to grow the Pune-based Development Center in the next couple of years and now is a great time to join the team  when you can have a significant impact on the shape and direction as the office grows.

    What You’ll Do

    • Work with the Cognitive WiFi team to research and develop techniques for anomaly detection, root cause analysis and auto remediation.
    • Develop ML models and measure their effectiveness across all of Arista’s customers.
    • Design, develop, and fine-tune Large Language Models (LLMs) for various applications such as natural language understanding, generation, summarization, and question-answering.
    • Work on extracting and analyzing data from a wide variety of Wi-Fi networks.
    • Develop proof of concepts and ship new features in Arista’s CloudVision Wi-Fi solution.
    • Possibly share the findings with a larger community through talks and blog posts.
    • Bachelor’s degree in computer science or a related field.
    • Minimum 5 years of experience in Data Science, Machine Learning and AI technologies.
    • Knowledge of Python or R and SQL.
    • Extensive experience with Large Language Models (LLMs), including architecture understanding, fine-tuning, prompt engineering, and deployment
    • Knowledge of Pandas (Python) or Tidyverse (R) libraries.
    • Experience in using Jupyter or RStudio/RMarkdown notebooks.

    Arista stands out as an engineering-centric company. Our leadership, including founders and engineering managers, are all engineers who understand the principles of sound software engineering and the importance of doing things right.
    We hire globally into our diverse team. At Arista, engineers have complete ownership of their projects. Our management structure is flat and streamlined, and software engineering is led by those who understand it best. We prioritize the development and utilization of test automation tools.
    Every part of the company is accessible to our engineers, providing opportunities to work across various domains. Arista is headquartered in Santa Clara, California, with development offices in Australia, Canada, India, Ireland, and the US. We consider all our R&D centers equal in stature.
    Join us to shape the future of networking and be part of a culture that values invention, quality, respect, and fun.

    Arista Networks

    Arista Networks is the leader in software driven networking solutions for today’s largest Data Center (DC), Cloud, Internet/WAN, Service Provider (SP) and Campus environments. Arista has over 7500 customers ranging from the largest cloud providers, to healthcare, government, carrier, finance, education, and production web/SaaS companies. Arista's products are the foundation underpinning much of modern society's operations.Arista has ambitious plans and an unprecedented opportunity for growth and we are looking for many more engineers and designers to join us in building and innovating the world's networks. Arista is a profitable, publicly quoted company with revenues of over $2B with a culture of invention, quality, respect, and fun.

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