What are the responsibilities and job description for the Senior Machine Learning Engineer position at Aim4Hire?
As a Senior Machine Learning Engineer, you will be responsible for developing, deploying, and monitoring advanced machine learning models to enhance our digital content authentication and deepfake detection solutions. You will support the entire model development lifecycle from prototyping to deployment, and engage closely with research scientists and software engineers to bring cutting-edge models into production.
Key Responsibilities :
- Model Development : Design and develop machine learning models based on project requirements and research findings.
- Model Training : Implement and optimize model training processes, ensuring high accuracy and performance.
- Evaluation : Rigorously evaluate models using relevant metrics and datasets to ensure robustness and reliability.
- Deployment : Deploy machine learning models to production environments, ensuring seamless integration with existing systems.
- Collaboration : Collaborate with research scientists and software engineers throughout the model lifecycle to ensure alignment and successful implementation.
- Research Reproduction : Reproduce new research and state-of-the-art methods to continually improve model performance and capabilities.
- Monitoring : Monitor models in production, analyze performance metrics, and incorporate customer feedback to refine and improve model outputs.
Qualifications :
Compensation and Benefits :
