You will design, train, validate, and monitor machine learning models to ensure accuracy and reliability.
Responsibilities
- Design and train machine learning models using statistical modeling and algorithmic principles.
- Validate and monitor model performance to ensure accuracy and reliability.
- Perform large-scale data analysis using Python and appropriate programming languages.
- Utilize cloud computing infrastructure to support machine learning workflows.
- Apply data visualization concepts to communicate analytical findings.
Required Skills
- 5+ years of experience in machine learning and statistical modeling.
- Advanced proficiency in Python.
- Advanced SQL skills for data manipulation and analysis.
- Experience with Jupyter Notebook and Jupyter Lab.
- Proficiency with Visual Studio Code.
- Experience managing workloads on cloud computing infrastructure.
- Strong understanding of machine learning algorithms, including their specific benefits and drawbacks.
- Experience with data visualization tools and concepts.
- Degree in any graduate field.
Preferred Skills
- Experience with Visual Studio for integrated development workflows.