
Senior Machine Learning Engineer @
17 hours ago
- Strong experience in computer vision ML, including semantic segmentation, and deep learning architectures.
- Proficiency in PyTorch; experience with Vision Transformers is a plus.
- Familiarity with Kubeflow, Airflow, and ML pipeline orchestration.
- Experience deploying models in AWS cloud and on-premise GPU environments.
- Hands-on knowledge of Kubernetes and Slurm for distributed computing.
- Strong Python coding skills and experience with ML model optimization.
- Excellent problem-solving skills and the ability to work in a fast-paced, applied research environment.
- Experience with model conversion, quantization, pruning, and optimization for edge deployment.
- Understanding of active learning strategies and data-centric AI approaches
We are looking for a Machine Learning Engineer with expertise in deep learning for image processing, for a remote position at our client working at the forefront of agrotech robotics research and development in Silicon Valley, California. Our client is an innovative startup (backed by a machinery manufacturing giant), applying robotics and Computer Vision Machine Learning to groundbreaking agrotech and construction use-cases for more than 10 years, to implement safer and more sustainable solutions.
In this role, you will develop and optimize computer vision models, scale ML pipelines, and deploy solutions in cloud and on-prem environments. You will work with PyTorch, with both ResNet and Vision Transformer architectures, and optimize models for Kubernetes-based GPU clusters in AWS cloud and in an on-prem GPU cluster.
What we offer:
- Collaborative and tech-focused environment
- Opportunity to work with cutting-edge cloud, data, and ML technologies
- Fully remote position with opportunities for occasional travel to California
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