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Sr Data Scientist
Juniper Networks
posted 19hr ago
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Flexible timing
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Job Description
At Juniper, we believe the network is the single greatest vehicle for knowledge, understanding, and human advancement the world has ever known.
To achieve real outcomes, we know that experience is the most important requirement for networking teams and the people they serve. Delivering an experience-first, AI-Native Network pivots on the creativity and commitment of our people. It requires a consistent and committed practice, something we call the Juniper Way.
Data Scientist
Juniper Experience and Operations (JXO) organization is incubating a Technology group to transform CX (customer experience) and EX (employee experience). The charter of this group is to discover, evaluate, and leverage technology to enhance and simplify the digital experience of stakeholders. Knowledge and data will be central to this journey of creating a proactive and predictive support experience. The use of automation, AI, and other modern technology will enable the reduction of time and effort on the journey to resolution.
Responsibilities
- Develop advanced ML/AI models leveraging both structured and unstructured datasets for batch and online inferencing use cases within the Customer Support and Employee Experience domains.
- Leverage or build analytics tools that utilize the data pipeline to provide significant insights into customer case data, bug data, operational, and other key business performance metrics.
- Collaborate with partners including the executive, product, data, and operations teams to transform business priorities into ML/AI problems and develop solutions.
- Work with MLOps specialists to manage the full life cycle of model development from concept to production.
- Collaborate with data and analytics specialists to strive for greater functionality in our data systems.
- Identify trends and patterns from datasets to scope opportunities for automation.
Qualifications and Desired Experiences
- 7+ years of experience in an AI Engineer role, with a Graduate degree in Computer Science, Statistics, Informatics, Information Systems, or another quantitative field.
- 6+ years of experience in end-to-end architecting of advanced ML and AI solutions.
- Strong hands-on coding skills (preferably in Python) for processing large-scale data sets and developing machine learning models leveraging both structured and unstructured data.
- Experience working in a technical support environment, handling datasets from CRM, bug systems, and logs.
- Experience supporting and working with multi-functional teams in a multidimensional environment.
- Good team player with excellent interpersonal, written, verbal, and presentation skills.
- Create and maintain optimal data pipeline architecture, assembling large, sophisticated data sets that meet functional/non-functional business requirements.
- Experience working with Large Language Models, Generative AI, and Conversational AI.
- Familiarity with one or more machine learning or statistical modeling tools such as Numpy, ScikitLearn, MLlib, Tensorflow, and NLP libraries.
- Experience working with Databricks and Snowflake platforms.
- Experience with AWS, S3, Spark, Kafka, and Elastic Search.
- Experience with AWS cloud services: EC2, EMR, RDS, and Redshift.
- Experience with stream-processing systems: Storm, Spark-Streaming, etc.
- Experience with big data tools: Hadoop, Spark, Kafka, etc.
- Experience with relational SQL and NoSQL databases, including Postgres and Cassandra.
- Familiarity with building and optimizing data pipelines, architectures, and data sets.
- Familiarity with MLOps practices and Agile development framework.
- Familiarity with CRM platforms such as Salesforce.
- Experience performing root cause analysis on internal and external data and processes to answer specific business questions and find opportunities for improvement.
- A successful history of manipulating, processing, and extracting value from large, disconnected datasets.
- Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, re-designing infrastructure for greater scalability, etc.
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
WHERE WILL YOU DO YOUR BEST WORK?
.
INCLUSION AND DIVERSITY AT JUNIPER
Additional Information for United States jobs:
ELIGIBILITY TO WORK AND E-VERIFY
In compliance with federal law, all persons hired will be required to verify identity and eligibility to work in the United States and to complete the required employment eligibility verification form upon hire.
Juniper Networks participates in the E-Verify program. E-Verify is an Internet-based system operated by the Department of Homeland Security (DHS) in partnership with the Social Security Administration (SSA) that allows participating employers to electronically verify the employment eligibility of new hires and the validity of their Social Security Numbers.
Information for applicants about E-Verify / E-Verify Informaci n en espa ol: This Company Participates in E-Verify / Este Empleador Participa en E-Verify
Immigrant and Employee Rights Section (IER) - The Right to Work / El Derecho a Trabajar
E-Verify is a registered trademark of the U.S. Department of Homeland Security.
Employment Type: Full Time, Permanent
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What people at Juniper Networks are saying
Rating based on 1 Senior Data Scientist
review
Anonymous · Data Science & Machine Learning
in Bengaluru
Likes
Culture and employee benefits are great
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Nothing as such. You have to be a go-getter to keep yourself relevant.
Read 1 reviewSenior Data Scientist salary at Juniper Networks
reported by
6
employees
with 5-10
years exp.
₹14
L/yr - ₹38
L/yr
8%
more
than the average Senior Data Scientist Salary in India
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What Juniper Networks employees are saying about work life
based on 395 employees
Flexible timing
Monday to Friday
No travel
Day Shift
Juniper Networks Benefits
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