Python Developer

Overview

We are seeking a highly skilled and motivated Python Developer with a strong focus on Machine Learning frameworks, particularly PyTorch and LangChain. The ideal candidate will have a solid foundation in software development, a deep understanding of machine learning concepts, and hands-on experience in developing applications using Python and the specified ML frameworks.

As a Python Developer, you will play a crucial role in designing, implementing, and maintaining machine learning solutions that drive our organization's innovation and growth. Experience: 2-5 years Location: Kolkata (Rajarhat-Newtown) Mode of Working: Work from office ‍ Duties and Responsibilities: ML Framework Development: Collaborate with data scientists and researchers to design and implement machine learning models using PyTorch, LangChain, and other relevant frameworks. Translate research into production-ready code and optimize models for performance and scalability. Software Development: Develop, test, and maintain high-quality Python code for various software projects. Contribute to the entire software development lifecycle, from design and implementation to testing and deployment. Algorithm Implementation: Transform machine learning algorithms and models into efficient and functional code. Ensure algorithms are well-documented, modular, and adhere to best practices. Data Processing: Preprocess and clean large datasets to prepare them for model training and evaluation. Implement data pipelines and transformations to ensure efficient data flow for machine learning workflows. Model Training and Evaluation: Train, fine-tune, and validate machine learning models using diverse datasets. Implement proper evaluation metrics and techniques to assess model performance accurately. Performance Optimization: Optimize machine learning models and code for speed, memory usage, and efficiency. Identify and address bottlenecks to enhance overall system performance. Collaboration: Work closely with cross-functional teams, including data scientists, software engineers, and product managers, to understand requirements and deliver effective solutions.‍ Code Review and Testing: Participate in code reviews to ensure code quality, consistency, and adherence to coding standards. Write and maintain unit tests and integration tests to validate the functionality of developed features. ‍ Qualifications: Proven experience (3 years) as a Python Developer with a focus on machine learning frameworks, particularly PyTorch and LangChain. Strong programming skills in Python, with a solid understanding of software design principles and patterns. Hands-on experience in designing, implementing, and optimizing machine learning models and algorithms. Familiarity with data preprocessing, feature engineering, and data pipeline development. Proficiency in version control systems (e.g., Git) and collaborative software development practices. Strong problem-solving and debugging skills, with the ability to analyze and resolve complex technical issues. Excellent communication and teamwork abilities to work effectively in a collaborative, fast-paced environment. Experience with other machine learning frameworks (TensorFlow, scikit-learn, etc.) is a plus. Knowledge of cloud platforms (AWS, Azure, GCP) and containerization technologies (Docker, Kubernetes) is a plus. ‍ Benefits: Competitive salary and performance-based bonuses Exciting and challenging projects at the forefront of technology. Process Oriented Appraisals Professional development opportunities and training. Rewarding Buddy-Referral Program Collaborative and inclusive work environment. Complimentary Breakfast, Evening Snacks & Subsidise Lunch at Office.