استخدام senior machine learning engineer (قزوین دورکاری)

توضیحات آگهی

Senior Machine Learning Engineer
Company Ezhoosh
Job Description
We are looking for a Senior ML Engineer to design build and optimize machine learning models and pipelines powering production systems at Ezhoosh The ideal candidate brings deep hands on experience across the ML lifecycle with particular strength in recommender systems deep learning LLM agents and MLOps practices
Responsibilities
Design train and iterate on ML and deep learning models for recommendation ranking and personalization use cases
Architect and maintain end to end ML pipelines
Set up and optimize scalable data processing and ML workflows
Build and maintain robust MLOps infrastructure
Collaborate with data engineers to ensure data quality build feature stores and prepare datasets for model training and inference
Evaluate and benchmark model performance run offline and online experiments and drive continuous improvement of model accuracy and efficiency
Optimize model serving infrastructure for latency throughput and cost effectiveness
Partner with product and business stakeholders to translate requirements into well scoped ML solutions
Document model architecture assumptions performance characteristics and known limitations
Stay current with advances in recommendation systems deep learning and AI services and propose improvements to existing approaches
Requirements
4 years of hands on experience in machine learning engineering
Strong proficiency in Python and core ML frameworks e g PyTorch TensorFlow scikit learn XGBoost etc
Hands on experience designing developing and deploying LLM Agents and AI orchestration systems
Solid experience with deep learning architecture design training hyperparameter tuning and deployment of neural network models
Proven experience designing and deploying recommender systems
Strong MLOps skills and a solid understanding of the full ML lifecycle
Hands on experience with containerization and orchestration in production environments
Proficiency with SQL and experience working with both structured and unstructured data sources
Strong problem solving skills with an emphasis on scalability and performance optimization
Bonus Points Plus
Hands on experience with AWS SageMaker and the broader AWS ML ecosystem
Practical experience setting up data processing and ML workflows specifically on AWS
Experience architecting cloud based ML infrastructure on AWS
شرکت ایزی هوش Ez Hoosh
دسته بندی وب برنامه نویسی و نرم افزار
نحوه همکاری تمام وقت دورکاری
نوع همکاری دورکاری
مدرک تحصیلی مهم نیست
سابقه کار سه تا شش سال
حقوق توافقی
جنسیت مهم نیست
مهارت ها Machine learning Python Pytorch یادگیری ماشین
شهر قزوین قزوین