Role Purpose
The purpose of this role is to design, test and maintain software programs for operating systems or applications which needs to be deployed at a client end and ensure its meet 100% quality assurance parameters
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Mandatory SkillsData Science, ML, DL, Operational Research, RapidMiner, Python, Tensorflow, Pytorch, Django, SQLPreferred SkillsNLP, Gen AI, LLM, RAG, Lanchain, MLOps
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Job Description :
• Strong understanding of Data Science, machine learning and deep learning principles and algorithms.
• Proficiency in programming languages such as Python, TensorFlow, and PyTorch.
• Must have RapidMiner hands on working experience.
• Experienced with Implemeting Optimization solutions via Operational Research methods.
• Must have Forecasting experince / knowledge.
• Ability to work with large datasets and knowledge of data preprocessing techniques.
• Strong Backend Python developer, experience in applying machine learning techniques using TensorFlow, Pytorch
• Build and deploy end to end ML models and leverage metrics to support predictions, recommendations, search, and growth strategies
• Expert in applying ML techniques such as: forecasting, classification, clustering, deep learning, optimization methods, supervised and unsupervised techniques
• Optimize model performance and scalability for real-time inference and deployment.
• Experiment with different hyperparameters and model configurations to improve AI model quality.
• Ensure AI ML solutions are developed, and validations are performed in accordance with Responsible AI guidelines & Standards
• Proven ability to apply, debug, and develop machine learning models
• Strong problem-solving and critical thinking skills for complex AI problems.
• Excellent communication and teamwork abilities to collaborate with cross-functional teams.
Good to have:
• Finance Project Background will be good to have.
• SQL experience/ knowledge.
• NLP, LLM, Lang chain and Gen AI
• Banking exposure