Machine Learning & AI Developer

Job Role: Machine Learning & AI DeveloperSkills: Data Science, Deep Learning, ML & Generative AI, Job Description:We are looking for a highly skilled and experienced ML& AI Developer to join our dynamic team. The ideal candidate will have a robust background in developing web applications using Django and Flask, with expertise in deploying and managing applications on AWS. Proficiency in Django Rest Framework (DRF), a solid understanding of machine learning concepts, and hands-on experience with tools like PyTorch, TensorFlow, and transformer architectures are essential.Key ResponsibilitiesDevelop and maintain web applications using Django and Flask frameworks.Design and implement RESTful APIs using Django Rest Framework (DRF)Deploy, manage, and optimize applications on AWS services, including EC2, S3, RDS, Lambda, and CloudFormation.Build and integrate APIs for AI/ML models into existing systems.Create scalable machine learning models using frameworks like PyTorch, TensorFlow, and scikit-learn.Implement transformer architectures (e.g., BERT, GPT) for NLP and other advanced AI use cases.Optimize machine learning models through advanced techniques such as hyperparameter tuning, pruning, and quantization.Deploy and manage machine learning models in production environments using tools like TensorFlow Serving, TorchServe, and AWS SageMaker.Ensure the scalability, performance, and reliability of applications and deployed models.Collaborate with cross-functional teams to analyze requirements and deliver effective technical solutions.Write clean, maintainable, and efficient code following best practices.Conduct code reviews and provide constructive feedback to peers.Stay up-to-date with the latest industry trends and technologies, particularly in AI/ML.Required Skills and QualificationsBachelor’s degree in Computer Science, Engineering, or a related field.3+ years of professional experience as a Python Developer.Proficient 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.