63415P-Software Engineer Staff
Bengaluru, Karnataka, 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.Job Title: Software Engineer - Data Scientist AI/ML
Experience: 6+ Years
We are looking for a Data Scientist to join our growing data science team. This hire will be responsible for working with Juniper’s network domain specialist helping extend AI/ML across the Juniper portfolio in developing the machine learning models. As a data scientist you will collaborate with product managers and domain specialists to identify use-impacting real customer problems, use your deep DS/ML knowledge to develop data-driven solution with terabytes data, and work closely with data engineers to implement and scale the models in production. . The ideal candidate will be self-directed and comfortable supporting the data needs of multiple systems and products.
Qualifications/Requirements:
- Masters or PhD in Computer Science, Electrical Engineering, Statistics, Applied Math or equivalent fields with strong mathematical background
- Excellent understanding of machine learning techniques and algorithms, including clustering, anomaly detection, optimization, neural network etc
- 3+ years experiences building data science-driven solutions including data collection, feature selection, model training, post-deployment validation
- Strong hands-on coding skills (preferably in Python) processing large-scale data set and developing machine learning models
- Familiar with one or more machine learning or statistical modeling tools such as Numpy, ScikitLearn, MLlib, Tensorflow
- Good team worker with excellent interpersonal skills written, verbal and presentation
Desired Experience:
- Experience with AWS, S3, Flink, Spark, Kafka, ElasticSearch
- Knowledge and experience with NLP technology
- Previous work in a start-up environment
Responsibilities:
- Research and develop statistical learning models for data analysis
- Collaborate with product management and engineering departments to understand company needs and devise possible solutions
- Keep up-to-date with newest technology trends
- Communicate results and ideas to key decision makers
- Implement new statistical or other mathematical methodologies as needed for specific models or analysis
- Optimize joint development efforts through appropriate database use and project design
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: AWS Clustering Computer Science Data analysis Economics Elasticsearch Engineering Flink Kafka Machine Learning Mathematics ML models Model training NLP NumPy PhD Python Research Spark Statistical modeling Statistics TensorFlow
Perks/benefits: Startup environment
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