Job Description:
We are seeking a highly skilled and experienced Senior Machine Learning Engineer to join our dynamic team. As a Senior Machine Learning Engineer, you will play a crucial role in developing and deploying cutting-edge machine learning models and solutions to solve complex business problems. You will collaborate with cross-functional teams to drive innovation and make a significant impact on our organization.
Responsibilities:
Machine Learning Model Development: Develop, train, and optimize machine learning models using a variety of tools and frameworks.
Data Preparation: Collect, clean, and preprocess data to ensure its quality and suitability for machine learning applications.
Feature Engineering: Create and select relevant features that improve model performance and predictive accuracy.
Algorithm Selection: Choose appropriate machine learning algorithms and techniques based on problem requirements and datasets.
Model Evaluation: Design and implement rigorous evaluation methodologies to assess the performance and robustness of machine learning models.
Deployment: Deploy machine learning models into production environments, ensuring scalability and reliability.
Monitoring and Maintenance: Continuously monitor model performance, identify and address issues, and retrain models as needed.
Qualifications:
Education: At least a Bachelor's degree in computer science, machine learning, artificial intelligence, or a related field is preferred.
Experience: A minimum of 5 of hands-on experience in machine learning model development and deployment.
Programming Skills: Proficiency in programming languages such as Python and experience with machine learning libraries (e.g., TensorFlow, PyTorch, etc).
Deep Learning: Strong expertise in deep learning frameworks and architectures is a plus.
Data Handling: Excellent skills in data manipulation, preprocessing, and feature engineering.
Model Deployment: Experience with deploying machine learning models in production using containerization and orchestration tools (e.g., Docker, Kubernetes).
If you are a passionate and experienced Senior Machine Learning Engineer looking to work on challenging projects and make a meaningful impact, we encourage you to apply.
Base Salary: $150,000 - $200,000