What are the responsibilities and job description for the Machine Learning Engineer position at ATech Placement?
We are looking for a skilled and motivated Machine Learning Engineer to join our team. As a Machine Learning Engineer, you will be responsible for designing, developing, and implementing machine learning models and algorithms to solve complex problems and enhance our products and services. Your expertise will be critical in driving innovation and improving user experiences.
Job Responsibilities
- Model Development : Collaborate with cross-functional teams to identify and understand business challenges and translate them into machine learning tasks. Design, build, and optimize machine learning models and algorithms for various applications.
- Data Processing : Work with large datasets, cleaning and preprocessing them for model training and validation. Ensure data quality and integrity to enable accurate model predictions.
- Environment Setup : Set up and maintain machine learning environments, including frameworks such as TensorFlow, PyTorch, or scikit-learn, and cloud-based platforms like AWS, GCP, or Azure.
- Model Training and Evaluation : Implement machine learning experiments and conduct rigorous testing and evaluation to measure model performance and identify opportunities for improvement.
- Deployment and Integration : Collaborate with software engineers to deploy machine learning models into production environments and integrate them with existing systems.
- Continuous Improvement : Stay up-to-date with the latest developments in the field of machine learning, and explore new methodologies and technologies to enhance our solutions.
- Documentation and Communication : Document your work thoroughly, including model architectures, methodologies, and results. Present findings and insights to stakeholders in a clear and understandable manner.
Technical Requirements :
Preferred Qualifications :
