Python - Machine Learning & AI Developer

3 - 7 years

0 Lacs

Posted:1 day ago| Platform: Shine logo

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On-site

Job Type

Full Time

Job Description

Role Overview: As a Python Machine Learning & AI Developer at Chicmic Studios, you will be instrumental in the development and maintenance of web applications by utilizing your expertise in Python, Django, Flask, and AI/ML technologies. Your primary responsibilities will include: Key Responsibilities: - Develop and maintain web applications using Django and Flask frameworks. - Design and implement RESTful APIs with Django Rest Framework (DRF). - Deploy, manage, and optimize applications on AWS services like EC2, S3, RDS, Lambda, and CloudFormation. - Build and integrate APIs for AI/ML models into existing systems. - Create scalable machine learning models using PyTorch, TensorFlow, and scikit-learn. - Implement transformer architectures (e.g., BERT, GPT) for NLP and advanced AI use cases. - Optimize machine learning models through techniques like hyperparameter tuning, pruning, and quantization. - Deploy and manage machine learning models in production environments using TensorFlow Serving, TorchServe, and AWS SageMaker. - Ensure scalability, performance, and reliability of applications and deployed models. - Collaborate with cross-functional teams to analyze requirements and deliver technical solutions. - Write clean, maintainable, and efficient code following best practices. - Conduct code reviews and provide constructive feedback to peers. - Stay updated with the latest industry trends and technologies, particularly in AI/ML. Qualifications Required: - Bachelor's degree in Computer Science, Engineering, or a related field. - 3+ years of professional experience as a Python Developer. - Proficiency in Python with a strong understanding of its ecosystem. - Extensive experience with Django and Flask frameworks. - Hands-on experience with AWS services for application deployment and management. - Strong knowledge of Django Rest Framework (DRF) for building APIs. - Expertise in machine learning frameworks such as PyTorch, TensorFlow, and scikit-learn. - Experience with transformer architectures for NLP and advanced AI solutions. - Solid understanding of SQL and NoSQL databases (e.g., PostgreSQL, MongoDB). - Familiarity with MLOps practices for managing the machine learning lifecycle. - Basic knowledge of front-end technologies (e.g., JavaScript, HTML, CSS) is a plus. - Excellent problem-solving skills and the ability to work independently and as part of a team. - Strong communication skills and the ability to articulate complex technical concepts to non-technical stakeholders.,

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