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Senior Data Scientist

Juniper Networks

Sunnyvale, California, United States of AmericaSeniorH-1B sponsor company
Sign in to applyVerified 1h ago
Location
Sunnyvale, California, United States of America
Work model
On-Site
Level
Senior
H-1B history
140 approvals (FY2023)
Posted
30d ago

Skills

Machine LearningSparkRedisFlinkHadoopElasticsearchCI/CD

About this role

Senior Data Scientist    This role has been designed as ‘’Onsite’ with an expectation that you will primarily work from an HPE office.

Who We Are

Hewlett Packard Enterprise is the global edge-to-cloud company advancing the way people live and work. We help companies connect, protect, analyze, and act on their data and applications wherever they live, from edge to cloud, so they can turn insights into outcomes at the speed required to thrive in today’s complex world. Our culture thrives on finding new and better ways to accelerate what’s next. We know varied backgrounds are valued and succeed here. We have the flexibility to manage our work and personal needs. We make bold moves, together, and are a force for good. If you are looking to stretch and grow your career our culture will embrace you. Open up opportunities with HPE.

Job Description

Senior Data Scientist will be engaged in data science-related research and software application development and engineering duties related to our AI Datacenter technology and autonomous platform to provide an unprecedented visibility and operational efficiency and into the user experience. The Software Engineer will collaborate with other engineers and to build the next generation of autonomous Datacenter networks leveraging big data and predictive models. The Software Engineer will leverage the data collected from the network to empower the inference engine of our Mist platform and systems, including the Mist virtual assistant chat bot. In addition, will use his/her knowledge of network communication, machine learning and software engineering to develop and implement scalable algorithms to process a large amount of streaming data to detect anomalies, predict problems, provide Root Cause Analysis (RCA) and classify them in real-time. The Software Engineer will also be responsible to develop the software and algorithms to enhance the cloud intelligent for Marvis. Job Duties: Design and implement machine learning solutions which require to process terabytes of streaming data to detect anomalies in DC networks of our customers, predict problems and future trends, provide Root Cause Analysis (60%) Solid statistics and math background, good knowledge of machine learning methods like k-Nearest Neighbors, Naive Bayes, SVM, Decision Forests. Excellent Communication Skills to articulate observations and use cases with PM and network domain experts who are not experienced in AI/ML through data visualization tool. Have done time series data analysis, forecasting and correlation is preferrable. Have utilized latest AI/ML techniques, such as Neural Networks, Transformer, etc. for time series data or interested to explore these techniques for time series data.  Analyze feature requirements from product manager, collaborate with engineers and data scientists to design the solutions. Require good understanding of datacenter networking topology and protocols. Troubleshoot production environment and customer reported issues (20%) Require the knowledge of the multi-cloud production environment Require the agility to troubleshoot open-source data processing engine, such as Apache Spark, Apache Storm and Apache Flink Utilize analytical and programming skills and open-source systems, such as Hadoop, Hive, Spark, Elasticsearch, Redis, etc. develop data processing pipeline required efficacy and latency (20%)  Require good knowledge and experience of the big data tool sets and techniques of distributed storage and computation engine Require the experience to develop the reusable and highly scalable data processing component Require good knowledge and experience to work with cloud based CICD tools and cloud devops teams to collect stats and create monitors for our data processing pipelines Require good understanding of MCPs and Agentic frameworks.

Basic Qualifications

Bachelor's degree in Computer Science/ Engineering/Mathematics or equivalent experience 5+ years of experience

Senior Data Scientist at Juniper Networks, Sunnyvale, California, United States of America | Yoinka