Machine Learning And Python (Mumbai candidates only)

Experience - 3+ years

Key Responsibilities:

• Design, develop, and deploy ML models using Python and open-source libraries (e.g., scikit-learn, TensorFlow, PyTorch).
• Train, fine-tune, and optimize existing ML models for improved accuracy and performance.
• Implement NLP solutions for text classification, sentiment analysis, entity recognition, and related tasks.
• Develop and maintain image processing and image classification models, including OCR solutions for extracting text from images.
• Collaborate with data scientists, product managers, and engineering teams to understand requirements and deliver robust ML solutions.
• Evaluate and integrate open-source ML models and tools as needed.
• Perform data pre-processing, feature engineering, and exploratory data analysis for both text and image data.
• Monitor model performance and retrain models as necessary.
• Document code, processes, and model architectures for maintainability and knowledge sharing.

Required Skills & Qualifications:

• Strong proficiency in Python and ML libraries (scikit-learn, TensorFlow, PyTorch, OpenCV, Tesseract, etc.).
• Experience developing and training ML models in production environments.
• Solid understanding of NLP concepts and techniques (tokenization, embeddings, transformers, etc.).
• Hands-on experience with image processing, image classification, and OCR.