Job Summary: The incumbent will be responsible for building sophisticated models to generate deep user insights enhancing our understanding of platform users. This understanding will be crucial for delivering hyper-personalized content and highly relevant advertisements. The work will involve gathering various user attributes and developing predictive models for key demographics (e.g. gender age) computing an overall user score and defining user preferences.
About the team: At JioHotstar the Viewer Experience (VX) org is at the heart of how millions discover engage with and fall in love with our platform. We own the end-to-end user journeyfrom first app launch to daily habit loopsacross Search Personalization Watch Experience Interactivity and more. We blend world-class engineering ML design and data to deliver a seamless personalized and engaging OTT experience at massive scale. If youre passionate about building immersive intelligent and performant user experiences that delight a billion users join us in shaping the future of streaming.
The Foundations team ensures that every user touchpoint with Hotstar is fast stable and secure. From cutting app startup time to scaling for unpredictable LIVE spikes we build the core infra and platforms that power all of JioHotstar. We own Identity Performance CRM infra design systems and cross-platform consistencyenabling every other team to build boldly and ship reliably.
KEY RESPONSIBILITIES:
- Analyze large-scale user behavior and metadata to uncover actionable insights and build impactful models
- Design develop and deploy models and analytical pipelines for user segmentation behavior prediction churn analysis and causal inference to generate actionable user insights
- Integrate models into production systems ensuring low-latency high-accuracy performance at scale
- Collaborate with engineers product managers designers and data scientists to define interest graph & user preferences goals and drive feature impact across user journeys
- Develop robust A/B test frameworks analyze experiments and drive iteration based on performance and user engagement
- Actively monitor model performance detect data drift and refine strategies to improve long-term quality
- Leverage LLMs and embeddings to improve personalization for missing user data for new users and existing
- Present technical strategies and results to cross-functional stakeholders and leadership.
SKILLS & ATTRIBUTES FOR SUCCESS:
- Proven experience in data science and machine learning preferably in personalization recommendation systems or user insights and behavior analysis
- Strong proficiency in Python SQL and relevant data science libraries (Pandas Scikit-learn TensorFlow PyTorch etc.)
- Expertise in building and deploying machine learning models into production systems
- Experience with big data technologies (e.g. Hadoop Spark) and cloud platforms (e.g. AWS Google Cloud)
- Deep understanding of statistical analysis machine learning data mining and predictive modeling techniques
- Should be comfortable leveraging LLMs and internals
- Strong problem-solving skills with the ability to translate business problems into data science solutions
- Excellent verbal and written communication skills with the ability to present complex information to non-technical stakeholders
Preferred education and experience:
- Bachelors/Masters in Data Science Statistics Computer Science Mathematics or a related field with 4-7 years of experience in data science
About Us
Perched firmly at the nucleus of spellbinding content and innovative technology JioStar is a leading global media & entertainment company that is reimagining the way audiences consume entertainment and sports. Its television network and streaming service together reach more than 750 million viewers every week igniting the dreams and aspirations of hundreds of million people across geographies.
JioStar is an equal opportunity employer. The company values diversity and its mission is to create a workplace where everyone can bring their authentic selves to work. The company ensures that the work environment is free from any discrimination against persons with disabilities gender gender identity and any other characteristics or status that is legally protected.
If you would like more information about how your data is processed please contact us.
Required Experience:
Senior IC
Job Summary: The incumbent will be responsible for building sophisticated models to generate deep user insights enhancing our understanding of platform users. This understanding will be crucial for delivering hyper-personalized content and highly relevant advertisements. The work will involve gather...
Job Summary: The incumbent will be responsible for building sophisticated models to generate deep user insights enhancing our understanding of platform users. This understanding will be crucial for delivering hyper-personalized content and highly relevant advertisements. The work will involve gathering various user attributes and developing predictive models for key demographics (e.g. gender age) computing an overall user score and defining user preferences.
About the team: At JioHotstar the Viewer Experience (VX) org is at the heart of how millions discover engage with and fall in love with our platform. We own the end-to-end user journeyfrom first app launch to daily habit loopsacross Search Personalization Watch Experience Interactivity and more. We blend world-class engineering ML design and data to deliver a seamless personalized and engaging OTT experience at massive scale. If youre passionate about building immersive intelligent and performant user experiences that delight a billion users join us in shaping the future of streaming.
The Foundations team ensures that every user touchpoint with Hotstar is fast stable and secure. From cutting app startup time to scaling for unpredictable LIVE spikes we build the core infra and platforms that power all of JioHotstar. We own Identity Performance CRM infra design systems and cross-platform consistencyenabling every other team to build boldly and ship reliably.
KEY RESPONSIBILITIES:
- Analyze large-scale user behavior and metadata to uncover actionable insights and build impactful models
- Design develop and deploy models and analytical pipelines for user segmentation behavior prediction churn analysis and causal inference to generate actionable user insights
- Integrate models into production systems ensuring low-latency high-accuracy performance at scale
- Collaborate with engineers product managers designers and data scientists to define interest graph & user preferences goals and drive feature impact across user journeys
- Develop robust A/B test frameworks analyze experiments and drive iteration based on performance and user engagement
- Actively monitor model performance detect data drift and refine strategies to improve long-term quality
- Leverage LLMs and embeddings to improve personalization for missing user data for new users and existing
- Present technical strategies and results to cross-functional stakeholders and leadership.
SKILLS & ATTRIBUTES FOR SUCCESS:
- Proven experience in data science and machine learning preferably in personalization recommendation systems or user insights and behavior analysis
- Strong proficiency in Python SQL and relevant data science libraries (Pandas Scikit-learn TensorFlow PyTorch etc.)
- Expertise in building and deploying machine learning models into production systems
- Experience with big data technologies (e.g. Hadoop Spark) and cloud platforms (e.g. AWS Google Cloud)
- Deep understanding of statistical analysis machine learning data mining and predictive modeling techniques
- Should be comfortable leveraging LLMs and internals
- Strong problem-solving skills with the ability to translate business problems into data science solutions
- Excellent verbal and written communication skills with the ability to present complex information to non-technical stakeholders
Preferred education and experience:
- Bachelors/Masters in Data Science Statistics Computer Science Mathematics or a related field with 4-7 years of experience in data science
About Us
Perched firmly at the nucleus of spellbinding content and innovative technology JioStar is a leading global media & entertainment company that is reimagining the way audiences consume entertainment and sports. Its television network and streaming service together reach more than 750 million viewers every week igniting the dreams and aspirations of hundreds of million people across geographies.
JioStar is an equal opportunity employer. The company values diversity and its mission is to create a workplace where everyone can bring their authentic selves to work. The company ensures that the work environment is free from any discrimination against persons with disabilities gender gender identity and any other characteristics or status that is legally protected.
If you would like more information about how your data is processed please contact us.
Required Experience:
Senior IC
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