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aws python tensorflow pytorch reinforcement learningπ Description
- Architect and train teacher-student models for multimodal data.
- Develop RL-based data discovery and reasoning workflows.
- Deploy distilled/RL models with low latency.
- Research agentic workflows and integrate into autonomy stack.
- Ensure production reliability and operational excellence.
- Mentor engineers and translate research to scalable solutions.
π― Requirements
- BS in CS/ML or equivalent experience.
- 6+ years in ML eng focusing on post-training, optimization, and deployment.
- Distillation/teacher-student training experience.
- Production RL: policy optimization, reward design, simulations.
- Expert Python and ML frameworks: PyTorch, TensorFlow, or JAX.
- Strong software engineering: testing, CI/CD, containers, design.
- Cloud deployment on AWS, GCP, or Azure.
π Benefits
- Hybrid schedule with optional in-office time.
- Medical, dental, vision, 401k with company match.
- Health Savings Account (HSA) and life insurance.
- Diversity and inclusive culture.
- Career growth and mentoring.
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