Data Scientist II - Viewer experience
Team: Data Science & Analytics
Location: Bengaluru
Workplace Type: onsite
Key responsibilities:
- Analyze large datasets from various sources to identify trends, patterns, and actionable insights that help define and execute data-driven strategies
- Design, develop, and deploy statistical models, machine learning algorithms, generative AI models, and predictive analytics to optimize ad targeting, improve campaign performance, and maximize revenue
- Integrate machine learning models into production systems to deliver real-time insights and automated decision-making capabilities
- Collaborate closely with cross-functional teams, including Data Engineering, Product Management, and Business teams, to understand business challenges and deploy end-to-end solutions
- Continuously evaluate and improve data quality and model performance to ensure consistent, reliable, and accurate insights
- Develop and execute A/B testing frameworks and experimental designs to validate algorithmic improvements and quantify business impact
- Stay up-to-date with the latest advancements in data science, machine learning, and AI, and proactively incorporate cutting-edge techniques into models
- Present 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
- 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
Preferred education and experience:
- Bachelors/Master's in Computer Science, Statistics, Mathematics, or related quantitative field with 2-5 years of experience in data science/machine learning
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