AI/ML Specialist

3 weeks ago

Pune, India ChicMic Studios Full time

Job Description : AI/ML Specialist
We are looking for a highly skilled and experienced AI/ML Specialist 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 Responsibilities

  • Develop 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 Qualifications

  • Bachelors degree in Computer Science, Engineering, or a related field.
  • 3+ years of professional experience as a AI/ML Specialist.
  • 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 Artificial Intelligence (AI), pandas, Natural Language Processing (NLP), NumPy, Machine Learning (ML), TensorFlow, PyTorch and )

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