Padmi

Senior Data Scientist - Ads

BangalorePosted 2 months ago
Data Science And StatisticsSeniorFull Time; Regular
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Job Summary: The role requires building models using GenAI/LLM techniques in addition to traditional ML techniques for enabling - a unique personalized Ad experience that benefits users, advertisers and Jiostar like no other platform does. Forecasting inventory (frequency and reach) for the rich diverse content that varies from live sports to VOD content on the platform. Better performing Ad ecosystem that can optimize on not just simple advertising metrics like clicks but complex advertiser metrics like user conversions and user LTV. About the team: JioHotstar is building the advertising platform that will power commerce-led advertising across some of India's largest digital consumer businesses. This team sits at the intersection of AdTech, e-commerce, data, and monetisation. The goal is to help retail platforms unlock high-intent advertising inventory across the full shopping journey - home pages, category pages, product detail pages, cart, order confirmation flows, and personalised placements - while giving advertisers measurable outcomes. Key responsibilities: Analyze large datasets from various sources to identify trends, patterns, and actionable insights that help define and execute data-driven strategies for the Ads platformDesign, develop, and deploy statistical models, machine learning algorithms, generative AI models, and predictive analytics to optimize ad targeting, improve campaign performance, and maximize revenueIntegrate machine learning models into production systems to deliver real-time insights and automated decision-making capabilitiesCollaborate closely with cross-functional teams, including Data Engineering, Product Management, Ad Tech, and Business teams, to understand business challenges and deploy end-to-end solutionsContinuously evaluate and improve data quality and model performance to ensure consistent, reliable, and accurate insightsDevelop and execute A/B testing frameworks and experimental designs to validate algorithmic improvements and quantify business impactStay up-to-date with the latest advancements in data science, machine learning, and AI, and proactively incorporate cutting-edge techniques into models and the Ads platformPresent findings, methodologies, and business impact of data science initiatives to technical and non-technical stakeholders Skills and attributes for success: Proven experience in data science and machine learning preferably in AdTech or related industriesStrong 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 systemsExperience 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 techniquesShould be comfortable leveraging LLMs and internalsStrong problem-solving skills with the ability to translate business problems into data science solutionsExcellent 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 4-6.5 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. Job Summary: The role requires building models using GenAI/LLM techniques in addition to traditional ML techniques for enabling - a unique personalized Ad experience that benefits users, advertisers and Jiostar like no other platform does. Forecasting inventory (frequency and reach) for the rich diverse content that varies from live sports to VOD content on the platform. Better performing Ad ecosystem that can optimize on not just simple advertising metrics like clicks but complex advertiser metrics like user conversions and user LTV. About the team: JioHotstar is building the advertising platform that will power commerce-led advertising across some of India's largest digital consumer businesses. This team sits at the intersection of AdTech, e-commerce, data, and monetisation. The goal is to help retail platforms unlock high-intent advert

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