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AI Optimization Specialist
2 weeks ago
Enhance the performance and efficiency of AI-powered solutions within our highly automated cold chain logistics network.
About This RoleWe are seeking a skilled AI Associate Optimization to bridge the gap between data science and real-world deployment, contributing to the continuous improvement of our automated systems.
- Implement model optimization techniques such as quantization and knowledge distillation to reduce model size and improve inference speed for deployment on edge devices and cloud infrastructure.
- Benchmark and profile model performance (latency, throughput, memory usage) to identify bottlenecks and areas for improvement.
- Collaborate with data scientists and software engineers to troubleshoot model performance issues and implement solutions.
This role focuses on optimizing machine learning models deployed in warehouse operations, ensuring low latency, high throughput, and accurate predictions for improved decision-making.
- Develop and maintain CI/CD pipelines for automated model deployment and updates, ensuring seamless integration with existing systems.
- Deploy and manage machine learning models using model serving frameworks like TensorFlow Serving, TorchServe, ONNX Runtime, or Triton Inference Server.
- Containerize AI models and applications using Docker and Podman for consistent and reproducible deployments.
To succeed in this position, you will need:
- Bachelor's or master's degree in computer science, Artificial Intelligence, Machine Learning or a related field.
- 1-3 years of experience in a role focused on machine learning model optimization and deployment.
- Proficiency in Python and C++ programming languages.
- Familiarity with benchmarking and profiling tools for evaluating model performance.
- Strong analytical and problem-solving skills with a data-driven approach.
Join us and be part of a dynamic team that is shaping the future of the food supply chain. You will have opportunities to work on cutting-edge AI applications and contribute to the development of next-generation logistics solutions.
- Opportunity to work on innovative AI projects in a rapidly growing industry.
- Exposure to a wide range of AI technologies and challenges within a highly automated warehouse environment.
- Career growth potential within a collaborative and supportive team environment.