machine learning engineer

توضیحات آگهی

In the story of Snappfood we believe in creating value that goes beyond the ordinary We are willing to establish innovative tendencies and are eager to have you on our team to help us get through our business challenges with creativity intelligence and agility We are waiting for you to continue this story Responsibilities Design develop and deploy machine learning models for real world applications ensuring high performance scalability and reliability during training and inference Build and maintain robust production grade APIs to serve ML models using Python frameworks such as Flask or FastAPI following best practices in RESTful API development Collaborate closely with data scientists to transition research models into optimized production ready systems while ensuring alignment with business and technical requirements Develop end to end data pipelines and workflows to support continuous model training evaluation and deployment Work with engineering teams to integrate ML pipelines into existing infrastructure ensuring scalability observability and fault tolerance Implement MLOps practices including CI CD for ML models experiment tracking model versioning automated testing and monitoring Optimize model performance through fine tuning feature engineering hyperparameter optimization and evaluation using industry standard metrics Document APIs system designs and model behavior using tools such as Swagger OpenAPI ensuring clarity and maintainability Participate in architectural discussions and contribute to the design of scalable ML infrastructure using Docker Kubernetes and distributed processing frameworks Requirements Machine Learning AI Proficiency with ML algorithms deep learning frameworks TensorFlow PyTorch model optimization evaluation techniques and feature engineering API Engineering Expertise building production ready APIs with Python Flask FastAPI and RESTful design principles Experience using API documentation tools Swagger OpenAPI Software Engineering Strong Python coding skills software architecture knowledge clean code principles and Git Benefits Credit for vacations gym therapy Social security complementary insurance Educational platform of advanced courses Snappfood s discount codes تهران تهران باغ فیض تمام وقت اسنپ فود کارشناس جنسیت تفاوتی ندارد اینترنت تجارت الکترونیک خدمات آنلاین