[Remote] Machine Learning Engineer – RL
Note: The job is a remote job and is open to candidates in USA. Bright Vision Technologies is a technology consulting and software development company delivering cloud, AI, data, and enterprise solutions across the United States. The company is seeking a Machine Learning Engineer specializing in reinforcement learning to design, train, and deploy RL-based systems for high-impact decision-making problems. The role focuses on reward modeling, simulation environments, policy training and evaluation at scale, and deploying stable, safe, and continuously improving RL solutions into production.
Responsibilities
- Design, train, and deploy RL-based systems for high-impact decision-making problems where supervised learning alone is insufficient
- Taking RL solutions out of the lab and into production where stability, safety, and ongoing improvement are critical
Skills
- Master's or PhD in Computer Science, Machine Learning, or a related field; or equivalent applied experience
- Six or more years of combined RL research and engineering experience
- Strong proficiency in Python and modern deep learning frameworks
- Hands-on experience with at least one major RL library or in-house RL stack
- Solid understanding of probability, optimization, and the theoretical foundations of RL
- Experience designing and tuning reward functions in non-trivial environments
- Familiarity with simulation environments and large-scale experience collection
- Experience training neural network policies on GPU clusters
- Strong written and verbal communication skills
- Track record of shipping or publishing impactful RL work
- Experience with RLHF for large language models
- Familiarity with multi-agent RL or hierarchical RL
- Exposure to robotics, control systems, or autonomous driving
- Publications in RL or related research venues
- Open-source contributions to RL libraries or environments
Company Overview