
Expert AI Model Builder
2 days ago
Machine Learning Specialist
About the Role:
We are seeking an experienced Machine Learning Engineer to join our team. As a key member of our team, you will be responsible for designing and implementing machine learning models to drive business growth and improve customer experiences.
Key Responsibilities:
- Data Collection and Preprocessing: Collect, clean, and preprocess large datasets for model training and validation.
- Model Design and Implementation: Design and implement machine learning models (regression, classification, NLP, deep learning, etc.) using Python libraries such as scikit-learn, TensorFlow, and PyTorch.
- Feature Engineering and Hyperparameter Tuning: Perform feature engineering and hyperparameter tuning to optimize model performance.
- Collaboration and Deployment: Collaborate with data engineers to integrate models into applications and APIs, and ensure seamless deployment.
- Model Accuracy and Explainability: Ensure model accuracy, explainability, and performance through testing and validation.
- Documentation: Document models, methodologies, and outcomes for technical and business stakeholders.
Requirements:
- Educational Background: Bachelor's/Master's degree in Computer Science, Data Science, or related field.
- Experience: 4-8 years of experience in ML model development.
- Technical Skills: Strong Python skills with libraries such as scikit-learn, TensorFlow, PyTorch; hands-on experience with SQL, data wrangling, and feature engineering.
- Deployment Experience: Experience deploying ML models via APIs or cloud platforms.
- Statistical Knowledge: Good understanding of statistics and model evaluation techniques.
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