AI/ML Developer Python

Python-based AI/ML Developer

Key Responsibilities

• Design, train, and evaluate machine learning models (classification, regression, clustering, etc.)
• Build and deploy scalable REST APIs for model serving using

  FastAPI

  or

  Django

• Collaborate with data scientists, backend developers, and DevOps to integrate models into production systems
• Develop clean, modular, and optimized Python code using best practices
• Perform data preprocessing, feature engineering, and data visualization using

  Pandas

  ,

  NumPy

  ,

  Matplotlib

  , and

  Seaborn

• Implement model serialization techniques (Pickle, Joblib, ONNX) and deploy models using containers (Docker)
• Manage API security with JWT and OAuth mechanisms
• Participate in Agile development with code reviews, Git workflows, CI/CD pipelines

Must-Have Skills

Python & Development

• Proficient in Python 3.x, OOP, and clean code principles
• Experience with Git, Docker, debugging, unit testing

AI/ML

• Good grasp of supervised/unsupervised learning, model evaluation, and data wrangling
• Hands-on with

  Scikit-learn

  ,

  XGBoost

  ,

  LightGBM

Web Frameworks

• FastAPI

  : API routes, async programming, Pydantic, JWT

• Django

  : REST Framework, ORM, Admin panel, Middleware

DevOps & Cloud

• Experience with containerized deployment using

  Docker

• Exposure to cloud platforms:

  AWS

  ,

  Azure

  , or

  GCP

• CI/CD with GitHub Actions, Jenkins, or GitLab CI

Databases

• SQL: PostgreSQL, MySQL
• NoSQL: MongoDB, Redis
• ORM: Django ORM, SQLAlchemy

Bonus/Nice-to-Have Skills

• Model tracking/versioning tools (MLflow, DVC)
• Knowledge of

  LLMs

  , transformers, vector DBs (Pinecone, Faiss)
• Airflow, Prefect, or other workflow automation tools
• Basic frontend skills (HTML, JavaScript, React)

Requirements

• Education

  : B.E./B.Tech or M.E./M.Tech in Computer Science, Data Science, or related fields

• Experience

  : 36 years of industry experience in ML development and backend API integration
• Strong communication skills and ability to work with cross-functional teams

  Role & responsibilities