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Advanced Data Scientist
Advanced Data ScientistAlbertsons Companies India • Bengaluru, India
Advanced Data Scientist

Advanced Data Scientist

Albertsons Companies India • Bengaluru, India
21 hours ago
Job description

Position Title : Advanced Data Scientist

Job Description :

Roles & responsibilities :

  • Collaborate with internal stakeholders and build production grade models and machine learning algorithms on large-scale datasets
  • Apply machine learning to generate customer behavior segmentation, to enhance recommendation engines and deliver personalized user experience on ecommerce website and loyalty mobile app
  • Apply predictive modeling techniques and survival models to forecast various demands for operations and to deploy real time learning algorithms to optimize the forecasts
  • Build data science solutions to fuel growth initiatives for Digital, Merchandising, Marketing and Loyalty teams
  • Design experiments and deliver A / B Testing analysis to improve customer experience in physical store and on digital platforms
  • Apply statistical analysis to detect anomaly in systems and outliers in operational metrics for operational excellence
  • Convey machine learning solutions with intuitive visualizations and effective communications

Experience Required :

  • Masters or PhD degree in quantitative discipline : Computer Science, Engineering, Data Science, Math, Statistics or related mathematically-intensive fields such as Experimental Physics or Chemical Engineering
  • 3+ years of industry experience in applying data science and modeling methodologies : regression model, survival model, ensemble modeling, NLP, recommendation algorithm, clustering, deep learning algorithm, experimental design (Multivariate / A-B testing) and nonparametric Bayesian modeling etc.
  • Experience with any of the following business analytics practices is preferred :
  • Marketing-related analytics, including Customer Lifetime Value assessments
  • Customer Service analytics and advance capabilities including NLP
  • Personalization and recommendations
  • 3+ years of experience and proficiency in SQL, Python and / or Spark-ML
  • 3+ years of SQL development skills writing queries, transforming data, mining structured and unstructured data.
  • 2+ years of hands-on experience in building data science solutions and production-ready systems on big data platforms such as Snowflake, Spark, Hadoop
  • Ability to write production-level code in Python
  • Experience with Snowflake, Azure Databricks is a strong plus
  • Skills Required :

  • Regression modeling
  • survival modeling
  • ensemble modeling
  • NLP, recommendation algorithms
  • clustering, deep learning algorithms
  • experimental design (Multivariate / A-B testing)
  • Nonparametric Bayesian modeling
  • SQL, Python, Spark-ML, Snowflake, Spark, Hadoop, production-level Python coding
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