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Senior Data Scientist - Machine Learning Solutions (4-8 yrs)
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posted 1mon ago
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Key skills for the job
Position : Senior Data Scientist
Experience : 4+ Years
Location : Bangalore
Salary : 35-45 LPA
About the Company :
We are a fast-growing e-commerce startup leveraging data-driven strategies to enhance business performance. We focus on optimizing customer experience, product strategies, and platform performance.
Role Overview :
We are looking for a Senior Data Scientist with expertise in Markov models, Bayesian models, anomaly detection, and experiment platforms to help shape data-driven decisions. You will work closely with cross-functional teams to implement advanced machine learning solutions that optimize key business processes.
Key Responsibilities :
- Develop and deploy Markov and Bayesian models for customer behavior, lifetime value, and segmentation.
- Implement anomaly detection algorithms to identify outliers and reduce risks.
- Lead A/B testing and experimentation initiatives to optimize product features and marketing strategies.
- Analyze large datasets and provide actionable insights to improve business performance.
- Collaborate with engineering, marketing, and product teams to integrate data-driven strategies.
- Evaluate and optimize models for efficiency, scalability, and accuracy.
Key Requirements :
- Education: Preferably from ISI, IISc, IIIT, NIT, or equivalent institutes.
- Experience: 4+ years in data science, preferably in an e-commerce startup.
- Strong expertise in Markov models, Bayesian models, anomaly detection, and predictive analytics.
- Proficiency in Python, R, and machine learning libraries (scikit-learn, TensorFlow, etc.).
- Familiarity with A/B testing, data pipelines, and statistical analysis.
- Excellent communication and collaboration skills to work across teams.
Functional Areas: Other
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