Data Scientist
Data Scientist
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Job Description
Who Youll Work With
Arista is excited to scale the WiFi Team in the Pune Development Center to take its 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 Youll 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 Aristas 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 Aristas CloudVision Wi-Fi solution.
- Possibly share the findings with a larger community through talks and blog posts.
Qualifications :
- Bachelors 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.
Additional Information :
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.
Remote Work :
No
Employment Type :
Full-time
Employment Type
Full-time
