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Data Scientist
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Data Scientist
Arista NetworksThis job is no longer accepting applications
Job Description
Arista is excited to scale the Wi-Fi Team in the Pune Development Center to take it s Cognitive Wi-Fi 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 Wi-Fi 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 Cloud Vision 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 Lan.
More Info
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Key Skills
About Company
Arista Networks is an industry leader in data-driven, client to cloud networking for large data center, campus and routing environments. Arista’s award-winning platforms deliver availability, agility, automation, analytics and security through an advanced network operating stack
Skills:
probability , Text Analytics, Machine Learning, Artificial Intelligence, Deep Learning, Tensorflow, Pytorch, Keras, Python, Computer Vision, Generative AI, Statistics, linear algebra
Skills:
Machine Learning, Pyspark, Sql, Deep Learning, Tensorflow, Nlp, Pytorch, Gcp, MLops, Spark, Azure, Python, AWS, Generative AI, LLMs, Statistical Modeling
Skills:
Predictive Modeling, Amazon Web Services, Requirements Analysis, Agile Software Development, Data Mining, Big Data, Microsoft Azure, Programming, SQL query language, Statistical Modeling
Skills:
Data Transformation, Python Programming, logic-based workflows, data pipeline development, SQL proficiency, Dataiku, analytics and data manipulation competencies, Excel-like analytical methods
Skills:
statistical data analysis , Machine Learning, Natural Language Processing, Jira, Sql, Gitlab, Clustering, Python, UNIX command line, anomaly detection, Classification, data analysis libraries, ML Ops, Agile development frameworks, Azure AI Search, feature engineering