machine learning engineer

توضیحات آگهی

We are looking for a talented Machine Learning Engineer who not only possesses a strong foundation in mathematics and statistics but is also well versed in software engineering principles In this role your primary focus will be tackling complex problems related to time series data using deep learning approaches and optimization algorithms Key Responsibilities Analyze preprocess and build models for complex time series data forecasting anomaly detection etc Design and develop Machine Learning and Deep Learning models with a clear understanding of their underlying mathematical logic Implement and utilize optimization algorithms heuristic and mathematical to improve model performance and solve complex system challenges Contribute to software quality by conducting code reviews optimizing algorithms and proposing architectural improvements Write clean scalable maintainable and production ready code in Python Collaborate closely with backend and software development teams to integrate AI models into the company s software infrastructure Job Requirements Hard Skills Machine Learning Deep Learning Mastery of ML DL algorithms with a deep understanding of their foundational mathematics Linear Algebra Calculus Gradient Descent etc Time Series Analysis Proven hands on expertise in working with time series data familiarity with statistical models like ARIMA as well as neural networks such as LSTM Transformers etc Optimization Algorithms Solid understanding of the theory and implementation of optimization algorithms particularly metaheuristics like Genetic Algorithms GA PSO and other mathematical optimization techniques Software Engineering Fundamentals Strong grasp of software engineering principles Object Oriented Programming OOP Design Patterns and Clean Code Proficiency with Git and the software development life cycle SDLC Statistics Probability Strong academic and practical knowledge of statistics and probability for analyzing data distributions hypothesis testing and understanding model uncertainty Python Programming Expert level proficiency in Python for Data Science NumPy Pandas PyTorch TensorFlow SciPy and general software development Nice to Have Familiarity with MLOps concepts and model deployment tools e g Docker CI CD pipelines MLflow FastAPI Experience with time series databases e g InfluxDB and relational databases SQL Published papers or contributions to open source projects related to optimization or time series خراسان رضوی مشهد آزادشهر تمام وقت پویاک کارشناس جنسیت ترجیحاً آقا تولیدی صنعتی