rockITdata
Experts in contact center solutions. Your product doesn’t differentiate you, but your customer support experience does.
Full Stack Data Scientist
Location
United States
Posted
30 days ago
Salary
Not specified
Bachelor DegreeEnglishAWSAzureCloudGoogle Cloud PlatformPythonPy TorchScikit LearnSQLTensorflow
Job Description
• Develop robust data pipelines for acquiring, cleaning, and preprocessing large-scale datasets from various sources.
• Conduct comprehensive exploratory data analysis to uncover patterns, trends, and insights within the data.
• Design, develop, and deploy predictive models using advanced machine learning algorithms and techniques.
• Build scalable and efficient software solutions for deploying machine learning models into production environments.
• Establish monitoring mechanisms to track the performance of deployed models and identify opportunities for improvement.
• Collaborate closely with cross-functional teams including data engineers, software developers, and business stakeholders.
Job Requirements
- Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or a related field.
- Proven experience in data preprocessing, exploratory data analysis, and feature engineering.
- Proficiency in programming languages such as Python, R, and SQL for data manipulation and analysis.
- Strong understanding of machine learning algorithms and statistical modeling techniques.
- Hands-on experience with machine learning libraries/frameworks such as TensorFlow, PyTorch, scikit-learn, etc.
- Experience in developing and deploying end-to-end data science solutions in cloud environments (e.g., AWS, Azure, GCP).
- Solid understanding of software engineering principles and best practices for building scalable and maintainable code.
Benefits
- Flexible work arrangements