14 oct
|
Epam Systems
|
México
14 oct
Epam Systems
México
EPAM is a leading integral provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to continuously learn and grow. No matter where you are located, you will join a dedicated, creative, and diverse community that will help you discover your fullest potential.
We are seeking a Senior AI Engineer to own the end-to-end lifecycle of ML systems, from problem formulation and data collection through model training, deployment, and monitoring. This role involves designing scalable architectures and deploying production-grade models across a variety of use cases while collaborating closely with cross-functional teams.
Responsibilities
• Own end-to-end lifecycle of ML systems: problem formulation, data collection, feature engineering, model training, evaluation, deployment,
and monitoring
• Design and implement scalable ML architectures including batch and real-time pipelines
• Work with large-scale structured and unstructured datasets such as clickstream, transactional, text, and image data
• Develop and deploy models such as recommendation systems, ranking models, forecasting models, and classification/regression systems
• Apply deep learning techniques including neural networks, transformers, and representation learning where appropriate
• Build and maintain feature stores, model registries, and experiment tracking systems
• Ensure production readiness through latency optimization, scalability, reliability, and cost efficiency
• Collaborate with engineering, product, and business teams to define KPIs and success metrics
Requirements
• 3+ years of experience in building and deploying ML systems in production environments
• Expertise in design
📌 Senior AI Engineer (México)
🏢 Epam Systems
📍 México