Python Web API Developer with ML

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.