
Data Scientist
4 days ago
Job Overview:
">- A seasoned data scientist is sought to spearhead the development of cutting-edge AI solutions.
The ideal candidate will have a strong background in machine learning, with expertise in designing and implementing complex models using PyTorch and other relevant frameworks. They should also possess excellent programming skills, with a focus on Python and its associated libraries.
">Key Responsibilities:
- Collect, clean, and preprocess large datasets for model training and validation by implementing efficient data pipelines and leveraging libraries such as scikit-learn and TensorFlow.
- Design and implement machine learning models (regression, classification, NLP, deep learning) using PyTorch and other relevant frameworks to solve complex business problems.
- Perform feature engineering and hyperparameter tuning to improve model performance and accuracy.
- Collaborate with data engineers to integrate models into cloud-based applications and APIs using AWS, GCP, or Azure.
- Ensure model explainability and performance through rigorous testing and validation.
Required Skills & Qualifications:
- Bachelor's/Master's degree in Computer Science, Data Science, or related field.
- Minimum 4 years of experience in ML model development.
- Strong Python skills with a focus on machine learning libraries.
- Hands-on experience with SQL, data wrangling, and feature engineering.
- Experience deploying ML models via cloud platforms.
- Good understanding of statistics and model evaluation techniques.
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