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Python Web API Developer with ML
Python Web API Developer with MLTata Consultancy Services • bhopal, madhya pradesh, in
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Python Web API Developer with ML

Python Web API Developer with ML

Tata Consultancy Services • bhopal, madhya pradesh, in
2 days ago
Job description

Role

  • Python Web API Developer with ML

Required Technical Skill Set

  • Python Web API Developer with ML
  • Desired Experience Range

  • 4+ years
  • Location of Requirement : Hyderabad

    Desired Competencies (Technical / Behavioral Competency)

    Must-Have

  • Solid understanding of object-oriented programming (OOP) and design patterns for building robust and maintainable applications.
  • Practical experience with Flask and Django for web application development and maintenance.
  • Knowledge of relational (MySQL, PostgreSQL) and non-relational databases (MongoDB, Cassandra, and Redis) databases with expertise in database design, query optimization, and ORM tools like SQLAlchemy or Django ORM.
  • Proficiency in RESTful or GraphQL for API development.
  • Knowledge of data processing libraries like Pandas and NumPy and experience with machine learning frameworks like TensorFlow, scikit-learn, or PyTorch.
  • Ability to integrate multiple data sources into a single system.
  • Familiarity with front-end technologies (e.g., HTML, CSS, and JavaScript) for efficient collaboration with front-end software engineers.
  • Hands-on experience with testing frameworks, such as pytest or unittest, for ensuring software’s reliability.
  • Familiarity with version control systems, such as Git, for efficient collaboration and code management.
  • Design, develop, and implement machine learning models using Python. Perform data preprocessing, cleaning, and feature engineering. Train and evaluate machine learning models. Integrate models into production systems. Collaborate with cross-functional teams to meet project goals.
  • Write efficient, reusable, and testable Python code.
  • Stay updated with the latest advancements in AI / ML technologies.
  • Optimize and fine-tune machine learning models for performance.
  • Participate in code reviews and ensure adherence to best practices.
  • Good-to-Have

    Experience with multiple cloud providers (AWS, Azure, or GCP).

    Knowledge of microservice architecture, Docker, and Kubernetes.

    Proficiency in Linux system administration and troubleshooting.

    Hands-on experience in cloud-native architecture design and implementation of distributed fault-tolerant enterprise applications.

    Education Requirements : Bachelor's degree in technical discipline or equivalent experience required.

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    Api Developer • bhopal, madhya pradesh, in

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