Job Summary
The role involves the design, construction, and implementation of machine learning models aimed at enhancing real-time decision-making, creating personalized recommendations, and developing systems for fraud detection. You will oversee the complete lifecycle of these models, starting from the mathematical formulation and data handling to their deployment in a production environment and ongoing monitoring.
Responsibilities
- Design and develop machine learning models for real-time insights and applications.
- Manage the entire lifecycle of machine learning models, including their inception, data preparation, production rollout, and performance tracking.
- Implement models for personalized user experiences and fraud detection.
- Ensure the performance and reliability of deployed machine learning systems.
Qualifications
- A Master’s or PhD in a relevant STEM discipline.
- Minimum of 5 years of hands-on experience in constructing and deploying machine learning systems.
- Strong expertise in mathematics, deep learning methodologies, and large-scale data processing frameworks.
Givelify provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.
