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Data Scientist

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Novartis

1mo ago

  • Job
    Full-time
    Mid & Senior Level
  • Science
    Data
  • Hyderabad, +1

AI generated summary

  • You need a degree in a relevant field, experience in ML, NLP, and generative AI, Python/R skills, cloud knowledge, strong analytics, and project management abilities.
  • You will develop scalable machine learning models, utilize NLP, analyze data with graph neural networks, conduct experiments, collaborate with teams, and communicate insights effectively.

Requirements

  • Bachelor’s degree in computer science, Statistics, Mathematics, or a related field.
  • Proven experience in machine learning, NLP, and generative AI.
  • Proficiency in graph neural networks and topic modeling.
  • Skills in deep learning architecture and training neural networks.
  • Strong programming skills in Python, R, or a similar language.
  • Excellent analytical, problem-solving, and critical-thinking skills.
  • Ability to communicate complex technical concepts to non-technical audiences.
  • Master's or Ph.D. in a relevant field.
  • Bachelor’s from reputed college with keen desire to learn.
  • Experience in the design of experiments and statistical analysis.
  • Knowledge of cloud platforms (e.g., AWS, Google Cloud, Azure).
  • Strong project management and organizational skills.
  • English.

Responsibilities

  • Develop and deploy scalable machine learning models to address business challenges.
  • Utilize NLP techniques to extract insights from unstructured text data.
  • Implement graph neural networks to analyze relational data and uncover complex patterns.
  • Conduct topic modeling to distill key themes from large datasets.
  • Design, implement, and analyze experiments to inform data-driven decisions.
  • Collaborate with cross-functional teams to identify, define, and solve challenging problems.
  • Communicate findings and recommendations to stakeholders in a clear and concise manner.
  • Continuously stay updated with the latest advancements in data science, machine learning, and related fields.

FAQs

What are the main responsibilities of a Data Scientist at Novartis?

The main responsibilities include developing and deploying scalable machine learning models, utilizing NLP techniques for unstructured text data, implementing graph neural networks, conducting topic modeling, designing experiments, collaborating with cross-functional teams, communicating findings to stakeholders, and staying updated with advancements in data science.

What qualifications are required for this position?

Required qualifications include a Bachelor's degree in computer science, Statistics, Mathematics, or a related field, proven experience in machine learning, NLP, and generative AI, proficiency in graph neural networks and topic modeling, strong programming skills in Python or R, and excellent analytical and communication skills.

Are there any preferred qualifications for the Data Scientist role?

Yes, preferred qualifications include a Master's or Ph.D. in a relevant field, experience in experiment design and statistical analysis, knowledge of cloud platforms (e.g., AWS, Google Cloud, Azure), and strong project management skills.

Where is the position located?

The position is located in Hyderabad, India.

What is the job type for the Data Scientist role?

The job type for this position is full-time.

Is prior experience in a specific domain necessary for this position?

While specific domain experience is not explicitly required, proven experience in machine learning, NLP, and related technical skills is essential for the role.

How does Novartis support employee development?

Novartis provides various benefits and rewards designed to help employees thrive personally and professionally, which can be reviewed in the benefits handbook available on their careers page.

What is the working format for the Data Scientist role?

The working format is full-time, and while not specified, there may be options for a hybrid work format.

What skills related to programming are necessary for this position?

Strong programming skills in Python, R, or a similar language are necessary for the Data Scientist role.

What type of team structure should a Data Scientist expect to work within?

A Data Scientist at Novartis can expect to collaborate with cross-functional teams to identify, define, and solve challenging problems.

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Novartis

Science & Healthcare
Industry
10,001+
Employees

Mission & Purpose

Novartis is reimagining medicine to improve and extend people’s lives. As a leading global medicines company, we use innovative science and digital technologies to create transformative treatments in areas of great medical need. In our quest to find new medicines, we consistently rank among the world’s top companies investing in research and development. Novartis products reach nearly 800 million people globally and we are finding innovative ways to expand access to our latest treatments. Around 108,000 people of more than 140 nationalities work at Novartis around the world.

Culture & Values

  • Inspired

    Engage our people. Strive for patients. Live our purpose

  • Curious

    Learn. Be open. Be self-aware

  • Unbossed

    Create clarity. Serve others. Own your actions

  • Integrity

    Be honest. Have courage. Do what’s right