Senior Data Scientist (Python)
Bengaluru, Karnataka, India
Overview
At NetApp, we have a history of helping customers turn challenges into business opportunities. That’s because we bring new thinking to age-old problems, like how to use data most effectively in the most efficient possible way. As an Engineer with NetApp, you’ll have the opportunity to work with modern cloud and container orchestration technologies in a production setting. You’ll play an important role in scaling systems sustainably through automation and evolving them by pushing for changes to improve reliability and velocity.
Success profile
Ready to be an engineer at NetApp? Explore the traits that can help you thrive.
- Analytical
- Adaptable
- Communicator
- Detail-oriented
- Quick-thinking
- Problem solver
Responsibilities
Bengaluru, Karnataka, India Job category: Software Engineering Job ID: 128384-en_USAbout NetApp
NetApp is the intelligent data infrastructure company, turning a world of disruption into opportunity for every customer. No matter the data type, workload or environment, we help our customers identify and realize new business possibilities. And it all starts with our people.
If this sounds like something you want to be part of, NetApp is the place for you. You can help bring new ideas to life, approaching each challenge with fresh eyes. We embrace diversity and openness because it's in our DNA. Of course, you won't be doing it alone. At NetApp, we're all about asking for help when we need it, collaborating with others, and partnering across the organization - and beyond.
"At NetApp, we fully embrace and advance a diverse, inclusive global workforce with a culture of belonging that leverages the backgrounds and perspectives of all employees, customers, partners, and communities to foster a higher performing organization."-George Kurian, CEO
Job Summary
NetApp’s Active IQ leverages the power of predictive, prescriptive analytics and enables customers and partners to automate data center operations, achieve low TCO and avoid issues before they become reality. Today, 98% of technical issues with NetApp products are automatically identified by Active IQ with prescriptive steps to avoid the issue – and we simply want to do better and more.
As a member of the Active IQ Analytics practice, you will analyze product telemetry data, customer transactions data and build analytical models for solving high value business problems such as – identification of cross-sell/ upsell opportunities, prediction of customer lifecycle events, enhancing storage infrastructure durability and enabling always-on always-available storage ecosystems. Every day, half million active IOT end points feed the Active IQ multi-petabyte data lake with structured and unstructured data. That’s the data pool you will use to enhance NetApp’s world class capabilities.
Job Requirements
- Experience in Data Science & Statistics/ Mathematics or related field.
- Proficiency in AI/ML scripting, programming language Python, R.
- Strong skills in developing SQL queries, scripts and managing relational databases.
- A strong understanding and experience with concepts related to algorithms, data structures, programming practices and software development processes.
- Experience in applying data science for business use cases, leading execution of data science projects, providing technical leadership and mentoring junior data science team members.
- Knowledge of at least some supervised and unsupervised modeling techniques such as Logistic/Linear Regression, Clustering, Decision Trees, Neural Networks, Deep Networks etc.
- Experience with ML libraries and frameworks: PyTorch/ TensorFlow/ Keras/ Open AI, LangChain etc.
- Good understanding of big data technologies and platforms like Spark, Hadoop and distributed storage systems for handling large-scale datasets and parallel processing.
- Experience with No SQL Document Databases (Mongo DB/ Cassandra/ Cosmos DB, Document DB).
- Experience working in Linux, AWS/Azure/GCP, Kubernetes – Control plane, Auto scaling, orchestration, containerization.
- Ability to think analytically, write and edit technical material, and relate statistical concepts and applications to technical and business users.
- Willingness to extend beyond core data science work to perform -data wrangling, data prep and data transfers, occasionally.
- Ability to work independently and collaborate with cross-functional teams, as required.
- Aptitude for learning new technologies and participation in all phases of product development cycle: product definition, design, through implementation, debugging, testing and early customer support.
Education
- Requires a minimum of 7+ years of related experience.
- Bachelor’s degree in engineering/ statistics/ data science (or related). Master’s degree is a plus.
Equal Opportunity Employer:
NetApp is firmly committed to Equal Employment Opportunity (EEO) and to compliance with all laws that prohibit employment discrimination based on age, race, color, gender, sexual orientation, gender identity, national origin, religion, disability or genetic information, pregnancy, and any protected classification.
Did you know...
Statistics show women apply to jobs only when they're 100% qualified. But no one is 100% qualified. We encourage you to shift the trend and apply anyway! We look forward to hearing from you.
Why NetApp?
We are all about helping customers turn challenges into business opportunity. It starts with bringing new thinking to age-old problems, like how to use data most effectively to run better - but also to innovate. We tailor our approach to the customer's unique needs with a combination of fresh thinking and proven approaches.
We enable a healthy work-life balance. Our volunteer time off program is best in class, offering employees 40 hours of paid time off each year to volunteer with their favourite organizations. We provide comprehensive benefits, including health care, life and accident plans, emotional support resources for you and your family, legal services, and financial savings programs to help you plan for your future. We support professional and personal growth through educational assistance and provide access to various discounts and perks to enhance your overall quality of life.
If you want to help us build knowledge and solve big problems, let's talk.
Our values
Put the customer at the center. Care for each other and our communities. Think and act like owners. Build belonging every day. Embrace a growth mindset.
Benefits
Volunteer time off
40 hours of paid volunteer time each year.
Well-being
Employee Assistance Program, fitness, and mental health resources to help employees be their best.
Time away
Paid time off for vacation and to recharge.
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Equal Opportunity Employer*
NetApp is firmly committed to Equal Employment Opportunity (EEO) and to compliance with all federal, state and local laws that prohibit employment discrimination based on age, race, color, gender, sexual orientation, gender identity, national origin, religion, disability or genetic information, pregnancy, protected veteran status and any other protected classification. We pledge to take every reasonable step to ensure that our applicants and employees are respected, treated fairly and with dignity. See the EEO poster, Know your rights poster, and NetApp EEO policy. NetApp makes reasonable accommodations, consistent with applicable laws, for religious purposes and for the known physical or mental limitations of an otherwise qualified applicant or employee with a disability, who can perform the essential job functions unless undue hardship would result.
State-specific postings/notices to applicants regarding contract compliance can be found here in English and here in Spanish, and fair employment practice information can be found here.
Reasonable accommodation
If you are an applicant with a physical or mental disability requiring an accommodation, or you require a religious accommodation for any part of our application process, please email gdib@netapp.com. Each request for reasonable accommodation will be considered on a case-by-case basis, consistent with applicable laws and regulations. Please note, this email address is only for accommodation requests; we do not accept unsolicited resumes.
Data privacy
We care about your privacy and therefore ask that you read our Applicant Privacy Policy (PDF) before you submit any personal information to us.
NetApp may use an automated employment evaluation tool or similar tool as one of several tools, actions, and/or steps to assist with NetApp’s review of candidate applications for various hiring needs. Currently, when addressing certain hiring needs, NetApp uses the Eightfold tool which can provide an initial ranking of a candidate’s skills and experience, based on information provided by the applicant in the application and/or supporting documentation, in comparison to the NetApp designated key requirements of a specific role. Additionally, the tool may be used to help review and /or rank internal employees seeking promotion or other internal mobility.
An independent audit of the Eightfold Matching Model tool can be found at https://eightfold.ai/nyc-eightfoldmatching-model.
Candidates may request an alternative selection process which will not be subject to the Eightfold matching tool or to any electronic automated employment evaluation by contacting NetApp at careers@netapp.com. To bypass the Eightfold matching tool or any electronic automated employment evaluation, you must include a resume and job ID with your email to careers@netapp.com and you must include in the subject line of your email: Data Privacy Request. Candidates who have questions or want to request additional information on the source of data, type of data, and/or collection of data related to the candidate review process should contact NetApp at careers@netapp.com
*Applies to applicants for employment in the United States.