Data Scientist
Experience Requirements:
Minimum 3 years of hands-on experience in data science roles
Other Requirements:
Strong grasp of machine learning algorithms, statistical modeling and deep learning
Proficiency with Python and libraries like NumPy, Pandas, OpenCV, scikit-learn
Hands-on experience with PyTorch or TensorFlow
Strong skills in SQL and both relational/NoSQL databases
Responsibilities:
Own the ML lifecycle- data exploration, model development, validation and deployment
Build and optimize predictive models, recommendation engines or computer vision/NLP solutions
Apply machine learning techniques for text mining and information extraction
Experiment with architectures such as CNNs and Vision Transformers
Perform model validation, optimization and error analysis
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