[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. They are looking for a Machine Learning Engineer - RL to design, train, and deploy RL-based systems for high-impact decision-making problems.
Responsibilities
- Design, train, and deploy RL-based systems for high-impact decision-making problems where supervised learning alone is insufficient
- Requires deep familiarity with modern reinforcement learning algorithms
- Simulation environments
- Reward modeling
- Engineering complexity of training and evaluating policies at scale
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
- Brightvision is a lead generation agency for B2B tech companies. It was founded in 2000, and is headquartered in Göteborg, Vastra Gotaland, SWE, with a workforce of 51-200 employees. Its website is https://brightvision.com/.