Data Scientist - Greater Bengaluru Area - Brace Infotech Private Ltd

    Brace Infotech Private Ltd
    Brace Infotech Private Ltd Greater Bengaluru Area

    5 days ago

    Technology / Internet
    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
    • Develop Media Mix modelling (MMM), Multi Touch Attribution Model (MTA), Media optimization
    • 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
    • 4+ 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
    • Media Mix modelling (MMM). Multi Touch Attribution Modle (MTA), Media optimization,
    • 4+ years of experience and proficiency in SQL, Python and/or Spark-ML
    • 4+ 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:

    • SQL
    • Python
    • Machine Learning
    • Deep Learning
    • LLM / Gen AI
    • Recommendation and personalization Algorithm
    • Statistical & Mathematical Foundations – Strong knowledge of regression, clustering, survival modeling, and ensemble techniques.
    • Cross-Functional Collaboration Skills – Ability to work with marketing, media ops, and product teams in a matrix structure.

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