PI
Senior Machine Learning Engineer – Computer Vision
PamTen Inc
🌏 Worldwide
Remote
Senior
2 weeks ago
- Machine Learning
- Computer Vision
- AWS SageMaker
- AI
2 weeks ago
- Design, develop, train, evaluate, and deploy production-grade machine learning and deep learning models for computer vision applications.
- Build end-to-end machine learning pipelines covering data ingestion, preprocessing, feature engineering, model training, evaluation, deployment, monitoring, and continuous improvement.
- Train deep neural networks from scratch on large-scale image datasets and optimize model architectures for accuracy, latency, scalability, and robustness.
- Develop computer vision solutions for image classification, object detection, segmentation, localization, image similarity, and feature extraction.
- Own the complete machine learning lifecycle, including experiment design, hyperparameter optimization, model versioning, model registry, reproducible training pipelines, and model performance monitoring.
- Design and optimize distributed training pipelines utilizing multiple GPUs and efficiently process large-scale datasets.
- Evaluate model performance using statistical methods, rigorous experimentation, and business-centric success metrics.
- Apply model explainability techniques to validate, interpret, and communicate model predictions.
- Build scalable training and inference pipelines using AWS SageMaker and other cloud-native services.
- Collaborate closely with Product Managers, Data Scientists, Machine Learning Engineers, Software Engineers, Data Engineers, QA teams, domain experts, and business stakeholders to deliver production-ready AI solutions.
- Drive continuous model improvements through hypothesis-driven experimentation, error analysis, performance optimization, and data-driven decision making.
- Lead and mentor Machine Learning Engineers, Data Scientists, and Software Engineers.
- Provide technical direction, establish engineering best practices, conduct architecture and code reviews, and drive execution of large-scale machine learning initiatives.
Senior Machine Learning Engineer – Computer Vision · PamTen Inc