Python Web API Developer with ML

2 hours ago

Udaipur, India Tata Consultancy Services Full time

Role** Python Web API Developer with MLRequired Technical Skill Set** Python Web API Developer with MLDesired Experience Range** 4+ yearsLocation of Requirement: HyderabadDesired 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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