Job title: ai engineerabout this role:we are looking for a highly skilled ai engineer to join our team. In this role, you will be responsible for designing and developing large-scale machine learning systems from data ingestion and feature engineering to scalable training, optimization, deployment, and monitoring on aws sagemaker.key responsibilities:architect and own end-to-end machine learning systems.lead technical design for ml platforms and pipelines.develop advanced models using deep learning and statistical techniques.build reusable ml components, templates, and ci/cd workflows.operationalize production ml at scale.troubleshoot complex model, data, and infrastructure issues.partner with cross-functional teams to embed ml solutions into business systems.establish and enforce ml governance best practices.provide technical leadership and mentorship to junior engineers.required skills and qualifications:to be successful in this role, you will need to have the following skills and qualifications:7+ years of experience in applied data science or machine learning engineering.5+ years hands-on experience with aws cloud services, including aws sagemaker.demonstrated experience architecting large-scale ml pipelines.strong proficiency in python, deep learning frameworks, and advanced ml architectures.advanced knowledge of mlops practices, including ci/cd, containerization, orchestration, and monitoring.experience with modern data ecosystems, including data lakes/lakehouses and real-time streaming pipelines.strong understanding of model governance, responsible ai practices, and production slas.benefits:this is an excellent opportunity to work with cutting-edge technology and contribute to the development of innovative ai solutions. Our team offers a collaborative and dynamic environment that fosters growth and professional development.others:as an ai engineer, you will have the opportunity to work on a wide range of projects, from predictive maintenance to anomaly detection. You will also have access to ongoing training and development opportunities to help you stay up-to-date with the latest technologies and trends.