Data Scientist
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Key skills for this role
Role Overview
Design and develop scalable machine-learning models and AI-driven solutions to address complex business challenges and improve decision-making.
Key Skills for This Role
Full Job Posting
Role Overview
Design and develop scalable machine-learning models and AI-driven solutions to address complex business challenges and improve decision-making.
Key Responsibilities
- Work with large and complex datasets to solve challenging business problems.
- Collect, clean, and preprocess large datasets for analysis and model training.
- Perform exploratory data analysis to uncover insights and inform model development.
- Develop, train, and optimize machine-learning models using advanced algorithms and frameworks.
- Build end-to-end ML pipelines covering data ingestion, transformation, training, validation, and deployment.
- Automate model training, testing, and deployment workflows using CI/CD pipelines and MLOps tools.
- Collaborate with cross-functional teams to integrate models into applications and deliver end-to-end solutions.
Requirements
- Ability to design and develop scalable machine-learning models and AI-driven solutions for complex business challenges.
- Ability to work with large and complex datasets to solve business problems.
- Experience with end-to-end machine-learning pipelines covering ingestion, transformation, training, validation, and deployment.
- Ability to automate model training, testing, and deployment workflows using CI/CD pipelines and MLOps tools.
- Ability to collaborate with cross-functional teams to integrate models into applications and deliver end-to-end solutions.
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