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Senior Manager Data Science Expert
1 week ago
We are seeking a highly skilled Data Scientist Manager to lead our team and drive innovation in data-driven decision-making.
Key Responsibilities:- Data Science Methodology & Processes
- Translate business requirements into AA model specs.
- Expertise in data science methodology and processes.
- Develop and deploy AI/ML-based models, and manage their lifecycle.
- Analyze business requirements and manage DS projects.
- Conduct statistical analysis and data visualization.
- Develop and deploy various AI & DS models for revenue generation, cost reduction, and operational enhancement.
- Collaborate with diverse teams to create innovative data products for B2C and B2B markets.
- Provide insights for strategic decision-making through comprehensive business analysis.
- Perform data pre-processing, feature engineering, and exploratory data analysis.
- Build ETL pipelines to transform unstructured data into suitable formats.
- Develop automated analytics solutions and APIs for data access and integration.
- Deal with various data formats and apply techniques for data enrichment.
- Integrate with big data ecosystems and optimize SQL queries.
- Utilize tools like Airflow/ MLFlow for automated data pipelines and statistical methods for transformation.
- Work on shared functions across the organization to support product growth, cost optimization, customer engagement, etc.
- Engineer features and provide insights through statistical measures/algorithms/graphs/info graphics.
- Support business processes for data monetization, commercialization, and offer valuable insights to improve customer experience across touchpoints.
- Presentation of model results in a business-friendly format.
- Visualization of key business insights and data using advanced techniques and tools.
- Ongoing support to use case owner departments by optimizing models via optimization and self-learning.
- Agressive tracking of results and utilization of leads.
- Manage the Data Science Operational Framework.
- Evaluate the effectiveness and accuracy of new data sources and data gathering techniques.
- Suggest solutions and strategies to business challenges using key insights from AA models.
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