Senior Data Scientist - Pune, Mumbai - Go Digital Technology Consulting

Description

Responsibilities:

• Design and implement end-to-end machine learning workflows for image and computer vision applications, from data collection to model deployment.
• Collaborate with cross-functional teams, including data engineers, product managers, and domain experts, to define and prioritize machine learning initiatives.
• Document technical designs and model specifications, ensuring clarity and accessibility for stakeholders and team members.
• Ensure adherence to best practices in model development, deployment, and monitoring, in alignment with the overall AI strategy.
• Monitor model performance and implement strategies for continuous improvement and retraining as needed.
• Develop scalable and efficient deep learning models using PyTorch, optimizing for performance and resource utilization.

Qualifications:

• Bachelors degree in Computer Science or a related field.
• 4-7 years of hands-on experience in developing and deploying machine learning models, particularly in computer vision tasks.
• Proficient in using PyTorch for developing deep learning models, with a strong understanding of CNNs, transfer learning, vision transformers, and data augmentation techniques.
• Solid understanding of computer vision concepts, including image classification, object detection, and image segmentation.
• Strong programming skills in Python, with experience in data manipulation libraries such as NumPy and Pandas.
• Experience with version control systems like Git.
• Excellent analytical and problem-solving skills, strong communication abilities, and a collaborative mindset.

Preferred Qualifications:

• Experience with cloud platforms (e.g., AWS, GCP, Azure) and their ML services, particularly those related to model deployment and GPU training.
• Understanding of MLOps principles and practices, including model monitoring, versioning, and governance.
• Knowledge of GPU computing and tools for managing GPU resources (e.g., CUDA, cuDNN).