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7 days ago

Pune India Jade Global Full time

Job Description AI/ML Engineers1 - AI/ML (Artificial Intelligence/Machine Learning) engineers with 3+ years of experience and having knowledge of Python, Microsoft OpenAI, and GitHub Copilot, along with AWS (Amazon Web Services) cloud experience. - Design, implement, and optimize machine learning algorithms using Python to solve complex business problems. - Build Prototypes, demos and Gen AI and AI/ML Solutions. - Leverage Microsoft OpenAI and GitHub Copilot for enhanced code suggestions and collaboration. - Train, evaluate, and fine-tune machine learning models on large datasets using frameworks like TensorFlow or PyTorch. - Utilize OpenAI's models for natural language processing tasks and generate code snippets with Copilot to expedite development. - Perform data preprocessing tasks, including cleaning, normalization, and feature engineering, to prepare datasets for machine learning models. - Use Python libraries and tools to extract meaningful features from raw data. - Deploy and manage machine learning models on AWS cloud infrastructure. - Utilize AWS services like SageMaker for model training, deployment, and monitoring. - Collaborate with cross-functional teams, including data scientists, software engineers, and business stakeholders. - Document code, models, and processes to ensure transparency and facilitate knowledge transfer. - Implement CI/CD pipelines to automate the testing, deployment, and monitoring of machine learning models. - Use GitHub Copilot to enhance code quality and efficiency in the development lifecycle. - Monitor the performance of deployed models and optimize them for scalability, speed, and accuracy. - Implement best practices for model versioning and management. - Ensure that machine learning solutions adhere to security standards and compliance requirements. - Implement secure coding practices and data protection measures. - Stay updated on the latest advancements in AI/ML, Python, OpenAI, and cloud technologies. - Experiment with new models, techniques, and tools to drive innovation within the team. - Troubleshoot and debug issues related to machine learning models, Python code, and cloud infrastructure. - Collaborate with support teams to address production issues promptly. - Provide guidance and training to team members on AI/ML best practices, Python coding standards, and effective use of OpenAI and Copilot. - Conduct workshops or knowledge-sharing sessions within the organization. - Optimize cloud resources to ensure cost-effectiveness in model training and deployment on AWS. - Requirements - Proficiency in python, Gen AI, Microsoft OpenAI, and GitHub Copilot, along with AWS - Strong knowledge of Python, TensorFlow and PyTorch - Strong knowledge of NLPs like Microsoft OpenAI and Copilot - Knowledge of cloud platforms like Amazon Web Services. - Solid understanding of SQL and data manipulation techniques for data extraction, transformation, and loading. - Ability to understand business requirements and translate them into meaningful solutions. - Strong analytical and problem-solving skills. - Excellent communication and collaboration skills to work effectively with business users, data analysts, and other stakeholders. Educational Qualifications - Bachelor's degree in computer science, software engineering, mathematics, or a related field is often the minimum requirement - Knowledge of Data science will be added advantage.

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