63414P-Software Engineer Staff
Maharashtra, India
Juniper Networks
Juniper’s AI-Native Networking Platform delivers the most comprehensive AIOps across the entire network to elevate operator and user experiences, making every connection count.Data Scientist
Mist, a Juniper Company, is the first vendor to bring an enterprise-grade full stack (AP, switch and route) cloud AIOps solution that is a leader in the Gartner wired / wireless MQ. On top of this real time cloud stack, we are building an AI-empowered platform to answer questions on par with network domain experts and automate remediation to poor user experiences on the network. Mist’s Marvis AI/ML platform has become the new global standard for many fortune 500 companies.
The mission of the Data Science team at Mist is to leverage state-of-art ML and AI technologies to build the next-generation self-driving network solution that can deploy and operate networks faster and on par with human IT domain experts. The team includes a group of experienced and talented data scientists and data science engineers, and builds the end-to-end data analytics infrastructure and ML models of the product.
We are looking for a Data Scientist to help define and expand this mission. As a data scientist in the Mist Data Scientist team, you will collaborate with product managers, customer and domain experts to identify use-impacting real customer problems, use your deep DS/ML knowledge to develop models to help predict user experience and find root cause to user experience problems, and work closely with data engineers to implement and scale the models in a production SaaS cloud environment.
Responsibilities
- Collect, clean, and transform data from various sources and formats for model training
- Perform exploratory data analysis and visualization to understand patterns and trends
- Build, test, and deploy predictive models and algorithms using appropriate tools and frameworks to a production cloud environment
- Communicate findings and recommendations to stakeholders and clients using clear and compelling reports and presentations
- Collaborate with other data scientists, engineers, and domain experts on cross-functional projects
Qualifications / Requirements
- Masters or PhD in Computer Science, Electrical Engineering, Statistics, Applied Math or equivalent fields with strong mathematical background
- Proficiency in Python, R, SQL, or other programming languages for data analysis
- Experience with data wrangling, manipulation, and visualization tools and libraries such as pandas, numpy, scikit-learn, matplotlib, seaborn, etc.
- Knowledge of machine learning concepts and techniques such as supervised and unsupervised learning, regression, classification, clustering, dimensionality reduction, etc.
- Familiarity with cloud computing platforms and services such as AWS, Azure, or Google Cloud
- Strong analytical and problem-solving skills
Juniper is an Equal Opportunity workplace and Affirmative Action employer. We do not discriminate in employment decisions on the basis of race, color, religion, gender (including pregnancy), national origin, political affiliation, sexual orientation, gender identity or expression, marital status, disability, genetic information, age, veteran status, or any other applicable legally protected characteristic. All employment decisions are made based on individual qualifications, merit, and business need.
We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform crucial job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.
ABOUT JUNIPER NETWORKS
Juniper Networks is in the business of network innovation. From devices to data centers, from consumers to cloud providers, Juniper Networks delivers the software, silicon and systems that transform the experience and economics of networking. Our products and technology run the world's largest and most demanding networks today, enabling service providers, enterprises, and governments to create value and accelerate business success. Everyday our 9,000+ colleagues come together across 46 countries to realize our company vision - Connect Everything, Empower Everyone. We are innovating in ways that empower our customers, our partners and ultimately, everyone, in a connected world. These customers include the top 130 global service providers, 96 of the Fortune 100 and hundreds of public sector organizations.
WHERE WILL YOU DO YOUR BEST WORK?
Wherever you are in the world, whether it's downtown Sunnyvale or London, Westford or Bangalore, Juniper is a place that was founded on disruptive thinking - where colleague innovation is not only valued, but expected. We believe that the great task of delivering a new network for the next decade is delivered through the creativity and commitment of our people. The Juniper Way is the commitment to all our colleagues that the culture and company inspire their best work-their life's work. At Juniper we believe this is more than a job - it's an opportunity to help change the world...
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: AIOps AWS Azure Classification Clustering Computer Science Data analysis Data Analytics Economics EDA Engineering GCP Google Cloud Machine Learning Mathematics Matplotlib ML models Model training NumPy Pandas PhD Python R Scikit-learn Seaborn SQL Statistics Unsupervised Learning
Perks/benefits: Career development
More jobs like this
Explore more career opportunities
Find even more open roles below ordered by popularity of job title or skills/products/technologies used.