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"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
Junior Data Scientist / ML developer
Bengaluru, Karnataka, IndiaJob Summary
We are looking for a talented Data Scientist to join our team. The ideal candidate will have a strong foundation in data analysis, statistical models, and machine learning algorithms. You will work closely with the team to solve complex problems and drive business decisions using data. This role requires strategic thinking, problem-solving skills, and a passion for data.
Job Requirements
Responsibilities
1. Analyse large, complex datasets to extract insights and determine appropriate techniques to use.
2. Build predictive models, machine learning algorithms and conduct A/B tests to assess the effectiveness of models.
3. Present information using data visualization techniques.
4. Collaborate with different teams (e.g., product development, marketing) and stakeholders to understand business needs and devise possible solutions.
5. Stay updated with the latest technology trends in data science.
6. Develop and implement real-time machine learning models for various projects.
7. Engage with clients and consultants to gather and understand project requirements and expectations.
8. Write well-structured, detailed, and compute-efficient code in Python to facilitate data analysis and model development.
9. Utilize IDEs such as Jupyter Notebook, Spyder, and PyCharm for coding and model development.
10. Apply agile methodology in project execution, participating in sprints, stand-ups, and retrospectives to enhance team collaboration and efficiency.
11. Engage stakeholders to present findings and insights.
Skill Requirements
1. Proficiency in scripting languages like Python and R.
2. Experience with SQL and familiarity with databases like Snowflake and Oracle.
3. Experience with data visualization tools like Tableau or PowerBI.
4. Solid understanding of mathematics, statistics, algorithms, and hands-on experience with machine learning/statistical techniques, including regression, classification, and ensemble methods.
5. Excellent problem-solving skills and the ability to manage multiple tasks.
6. Familiarity with cloud services like AWS, Google Cloud, and Azure.
7. Proficiency in relational data modeling.
8. Familiarity with version control systems like Git.
9. Proficiency in MS Excel.
10. Knowledge of machine learning frameworks like TensorFlow and PyTorch.
11. Exposure to big data platforms like Hadoop and Spark.
12. Strong communication skills to effectively collaborate with teams and explain complex results to non-technical stakeholders.
13. Detail-oriented mindset with a passion for accuracy.
14. Experience in training, fine-tuning, and deploying open-source LLMs.
15. Familiarity with LangChain, RAG, and Vector DBs.
16. Familiarity with LLM models like GPT-4, BERT, etc.
17. Experience with DataRobot, Azure ML Studio, or other automated machine learning platforms.
Education
1. Bachelor's degree in computer science, Mathematics, Statistics, or a related field.
2. 1-2 years of experience in data analysis or data science-related field.
3. Overall experience of 3-5 years in data science or a related field.
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.
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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.
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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.
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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.
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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.
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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
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