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Data Scientist Specialist
Location
United States
Posted
111 days ago
Salary
Not specified
Bachelor DegreePortugueseEnglishAWSAzureCloudGoogle Cloud PlatformNo SQLNumpyPandasPythonPy TorchScikit LearnSQLTensorflow
Job Description
• Develop, train, validate and deploy Machine Learning and Artificial Intelligence models in production environments;
• Work through the full data science project lifecycle, from data collection, cleaning and preparation to modeling, evaluation and deployment;
• Use tools and frameworks such as Python, TensorFlow, PyTorch, scikit-learn, pandas and numpy to develop solutions;
• Implement and monitor MLOps pipelines, ensuring model scalability, reproducibility and quality;
• Work with cloud computing platforms (AWS, Azure or GCP) to provision and manage processing and storage resources;
• Perform queries and analyses on relational and NoSQL databases;
• Apply mathematical and statistical foundations (linear algebra, calculus, probability and optimization) when building robust solutions;
• Ensure best practices for versioning, documentation and monitoring of models in production;
• Collaborate with multidisciplinary teams to identify opportunities for AI/ML applications and turn business needs into data-driven solutions;
• Contribute to the team’s technical growth by sharing knowledge and guiding best practices in data science.
Job Requirements
- Bachelor’s degree in Computer Science, Engineering, Mathematics or related fields;
- Proven experience developing AI/ML solutions and deploying Machine Learning projects to production;
- Advanced proficiency in Python and libraries such as scikit-learn, pandas and numpy;
- Strong experience with deep learning frameworks (TensorFlow and/or PyTorch);
- Experience working in cloud environments (AWS, Azure or GCP);
- Knowledge of MLOps and practices for deploying, monitoring and maintaining models in production;
- Experience with SQL and relational and NoSQL databases;
- English for technical reading and professional-level communication;
- Solid mathematical foundation: linear algebra, calculus, statistics, probability and optimization.
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