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Data Scientist
Remote in India
1 year contract-100% Remote
Most important skills are Time Series, Pyspark coding, and MLE Fundamentals
5+ years experience as a data scientist
Strong programming skills in Python, SQL, PySpark
Time Series Experience
Hands-on experience with Azure Databricks for big data processing and automation.
Demonstrated experience in classification models (logistic regression, random forest, gradient boosting, etc.).
Strong communication skills to collaborate effectively with business and technical teams.
ML flow
Azure Data Factory
Customer activation experience
CPG/FMCG
We are looking for a highly skilled Data Scientist to join our Customer Analytics team. This role focuses on driving customer activation strategies by leveraging data science techniques, particularly classification models, to identify, predict, and influence customer behavior. You will work extensively with PySpark on Databricks, and lead efforts in model development, hyperparameter tuning, and performance optimization.
Key Responsibilities:
Develop and deploy classification models to predict customer activation, engagement, and retention.
Design, implement, and optimize PySpark pipelines in Databricks for large-scale data processing.
Apply advanced hyperparameter tuning techniques (e.g., grid search, random search, Bayesian optimization) to enhance model performance.
Work cross-functionally with data engineering, product, and marketing teams to translate business objectives into data-driven solutions.
Monitor and evaluate model performance using robust validation techniques and real-world KPIs.
Conduct exploratory data analysis and feature engineering tailored to activation use cases.
Create dashboards, visualizations, and reports to communicate findings to non-technical stakeholders.
Job ID: 148510551
Skills:
Apis, Python, AWS, LangChain, Data privacy and governance, LLMs, Serverless architectures, Vector databases, Machine learning models, Amazon SageMaker, Logging and observability, CI CD pipelines, AI pipelines, Generative AI models, Amazon Bedrock, Model performance tracking
Skills:
Machine Learning, Python, Data Analysis, R, Statistical Modeling
Skills:
unstructured data , data engineering , Machine Learning, Data Science, Python, structured data, data pipelines, Data Processing, code reviews
Skills:
data wrangling , snowflake , prophet , Deep Learning, Python, Sql, Git, Azure Storage, Arima, Spark, Clustering, Azure Machine Learning, Statistical Analysis, Gradio, MLflow, Linear Programming, RAG pipeline development, Azure AI Studio, Streamlit, LLM endpoints, Azure AI Search, LangChain, Azure OpenAI Service, Classification, ensemble methods, Regression, Azure model endpoints, mixed-integer programming, feature engineering, LlamaIndex
Skills:
Tensorflow, Git, Machine Learning, Pytorch, Natural Language Processing, Keras, Sql, Python, Deep Learning, scikit-learn
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