
Advanced Machine Learning Engineer
2 days ago
Job Overview:
We are seeking a highly skilled Data Scientist to join our team. The successful candidate will be responsible for developing, training and validating predictive models using machine learning techniques.
Key Responsibilities:
- Develop, train and validate predictive models using machine learning algorithms.
- Collaborate with cross-functional teams to define data requirements and success metrics.
- Deploy models into production following best practices.
- Build automated pipelines for model training, testing and retraining.
- Optimize model performance and ensure scalability.
- Monitor model drift and performance degradation.
Technical Skills Required:
- Strong proficiency in Python (Pandas, NumPy, Scikit-learn).
- Experience with MLOps tools (MLflow, Kubeflow, Airflow).
- Good understanding of data engineering concepts (ETL, data pipelines).
- Hands-on experience with containerization and orchestration.
- Knowledge of cloud platforms for ML model deployment.
- Strong background in statistics and machine learning algorithms.
Preferred Qualifications:
- Bachelor's/Master's degree in Computer Science or related field.
- Experience in handling large-scale data pipelines.
- Exposure to feature stores and automated model monitoring.
- Strong problem-solving, analytical and communication skills.
We offer a dynamic work environment, opportunities for growth and development, and a competitive compensation package.
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