matrixcargo

Full-stack Engineer

• Design and develop new features and services for the logistics solutions platform
• Maintain and optimize existing code, ensuring quality, efficiency, and scalability
• Maintain and create unit and integration tests for new and existing code
• Contribute to software architecture, ensuring quality, modularity, and best practices
• Support the definition of engineering best practices, such as code reviews and architectural standards
• Collaborate with the Product, Infrastructure, and UX/UI teams
• Participate in the development of a new platform, including architecture and feature implementation
• Maintain current systems, ensuring scalability, security, and stability
• Work in a high-demand environment with performance and growth challenges

Full Stack Developer

Machine Learning Engineer

• Collect, clean, and organize relevant datasets
• Perform exploratory analysis to identify patterns and trends applicable to machine learning projects
• Design, implement, and evaluate machine learning algorithms
• Perform feature selection, hyperparameter tuning, and model validation
• Create training and test datasets, train models, and evaluate their effectiveness using accuracy, precision, and recall
• Implement cross-validation to ensure robustness
• Use visualization tools to communicate insights clearly
• Explore correlations and provide actionable recommendations based on detected patterns
• Optimize existing models to improve accuracy, efficiency, and scalability
• Collaborate with multidisciplinary teams and provide technical support in machine learning and data analysis
• Keep code and data repositories organized and up to date