Machine Learning Engineer – RL
B
Bright Vision TechnologiesAI & Software
100% Remote (U.S.)Full-TimeSenior
Salary155,000 - 180,000 USD per year
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Job Details
- Experience
- 6+ years
- Required Skills
- PythonMachine LearningDeep Learning
Requirements
- 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.
Responsibilities
- Design and train RL-based systems for decision-making tasks where supervised learning is insufficient.
- Develop reward models and design reward functions for complex, non-trivial environments.
- Utilize simulation environments and perform large-scale experience collection.
- Train neural network policies on GPU clusters.
- Transition RL solutions from laboratory environments into stable, safe production systems.
- Evaluate policies at scale and implement ongoing model improvements.
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