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Full-Time

Applied Reinforcement Learning Scientist

Posted on 9/20/2023

Red Cell Partners

Red Cell Partners

51-200 employees

Develops technology for healthcare, national security

AI & Machine Learning
Aerospace

Junior, Mid

Remote in USA

Category
AI & Machine Learning
Software Engineering
Required Skills
Python
Data Structures & Algorithms
Java
Requirements
  • Proven experience in a leadership role driving RL system development and optimization.
  • Demonstrated expertise in building RL models for complex real-world problems and building robust training pipelines.
  • Extensive experience implementing reinforcement learning in complex domains – preferably with multi-agent systems or models that require temporal abstraction.
  • Proficiency in programming languages like Python, Java or C++ and the ability to write efficient, clean, and maintainable code.
  • Excellent written and verbal communication skills, with the ability to convey technical concepts to both technical and non-technical audiences.
  • A Master's degree in Computer Science, Engineering, or a related field. A Ph.D. with a focus in Reinforcement Learning or a relevant area with a publication history is ideal.
  • U.S. citizenship is required
Responsibilities
  • Integrate with an interdisciplinary team of experts in optimization and simulation to design, build, and optimize models to deliver high-quality, real-world results.
  • Design and implement novel RL algorithms and approaches to solve complex problems, ensuring efficiency and scalability.
  • Develop and implement feedback mechanisms to continuously improve the accuracy and effectiveness of RL models.
  • Stay up-to-date with the latest advancements in reinforcement learning and implement best practices to enhance our ML infrastructure.
  • Communicate complex technical concepts and findings to non-technical stakeholders in a clear and concise manner.
  • Collaborate with cross-functional teams to understand business requirements and translate them into actionable ML solutions.
Desired Qualifications
  • Ph.D. with a focus in Reinforcement Learning or a relevant area with a publication history

Red Cell Partners specializes in developing technology-driven solutions for healthcare and national security, with a focus on scalable tools to address critical issues in these sectors. The main technologies involve creating powerful solutions to tackle pressing national problems.

Company Stage

N/A

Total Funding

$284.6M

Headquarters

New York City, New York

Founded

2020

INACTIVE