Member of Technical Staff, RL Infra
The Inception Company8 months ago
San Mateo, CA, USAMid Level
Responsibilities
- Design, build, and optimize infrastructure for large-scale reinforcement learning and post-training workloads.
- Improve the reliability, scalability, and throughput of distributed RL training pipelines and workloads.
- Develop monitoring and observability tools to support uptime, debuggability, and reproducibility.
- Collaborate closely with researchers to make RL systems stable, efficient, and production-ready.
Requirements
- BS, MS, or PhD in Computer Science, Engineering, or a related field, or equivalent experience.
- Systems-level understanding of PyTorch, TensorFlow, Ray, and Megatron.
- Experience with reinforcement learning workloads such as PPO, DPO, RLHF, or reward modeling.
- Experience with Docker, Kubernetes, and CI/CD pipelines.
- Preferred experience building and maintaining language models with tens of billions of parameters or more.
- Preferred experience with Kubeflow and Airflow.
- Preferred background in performance optimization and profiling of ML systems.
Tech Stack
Categories
About The Inception Company
The Inception Company provides technology-enabled, fully managed virtual and live event production for life sciences, including webcasts, broadcast, and video. It operates studios in Fairfield, NJ and Ambler, PA, and offers platforms such as the PandoGo meeting experience and The Inception Portal for AV planning. Founded in 2005 and privately held, the company is headquartered in Fairfield and received private equity investment in 2021.