Bachelor's or Master's degree in Computer Science, Machine Learning, AI, Mathematics, or related ... Experience in applying PPO to [specific domain, e.g., robotics, gaming, finance, etc.
Bachelor's or Master's degree in Computer Science, Machine Learning, AI, Mathematics, or related ... Experience in applying PPO to [specific domain, e.g., robotics, gaming, finance, etc.
Research Intern on Generative and Protective AI for Content Creation
Columbus, OH · On-site +1
$50/hr
... in movie , game , and music creation, as well as technologies for the ethical operations of ... Mathematics, or related disciplines. Working Location Location flexible (Tokyo, NYC, remote) The ...
Research Intern on Generative and Protective AI for Content Creation
Columbus, OH · On-site +1
$50/hr
... in movie , game , and music creation, as well as technologies for the ethical operations of ... Mathematics, or related disciplines. Working Location Location flexible (Tokyo, NYC, remote) The ...
Research Intern on Generative and Protective AI for Content Creation
Cleveland, OH · On-site +1
$50/hr
... in movie , game , and music creation, as well as technologies for the ethical operations of ... Mathematics, or related disciplines. Working Location Location flexible (Tokyo, NYC, remote) The ...
Research Intern on Generative and Protective AI for Content Creation
Cleveland, OH · On-site +1
$50/hr
... in movie , game , and music creation, as well as technologies for the ethical operations of ... Mathematics, or related disciplines. Working Location Location flexible (Tokyo, NYC, remote) The ...
Research Intern on Generative and Protective AI for Content Creation
Toledo, OH · On-site +1
$50/hr
... in movie , game , and music creation, as well as technologies for the ethical operations of ... Mathematics, or related disciplines. Working Location Location flexible (Tokyo, NYC, remote) The ...
Research Intern on Generative and Protective AI for Content Creation
Toledo, OH · On-site +1
$50/hr
... in movie , game , and music creation, as well as technologies for the ethical operations of ... Mathematics, or related disciplines. Working Location Location flexible (Tokyo, NYC, remote) The ...
Research Intern on Generative and Protective AI for Content Creation
Bowling Green, OH · On-site +1
$50/hr
... in movie , game , and music creation, as well as technologies for the ethical operations of ... Mathematics, or related disciplines. Working Location Location flexible (Tokyo, NYC, remote) The ...
Research Intern on Generative and Protective AI for Content Creation
Bowling Green, OH · On-site +1
$50/hr
... in movie , game , and music creation, as well as technologies for the ethical operations of ... Mathematics, or related disciplines. Working Location Location flexible (Tokyo, NYC, remote) The ...
Remote Game Mathematician information
How much do remote game mathematicians make?
What is a remote game mathematician?
How to become a remote game mathematician?
What are the key skills and qualifications needed to thrive as a remote game mathematician, and why are they important?
What is the difference between Remote Game Mathematician vs Remote Game Developer?
| Aspect | Remote Game Mathematician | Remote Game Developer |
|---|---|---|
| Required Credentials | Mathematics degree, specialized in game theory or algorithms | Computer science or software engineering degree, programming skills |
| Work Environment | Research-focused, analytical tasks, often in R&D teams | Programming, coding, designing game features, collaborative development |
| Employer & Industry Usage | Game studios, research labs, companies developing complex games | Game studios, indie developers, entertainment companies |
| Search & Comparison Intent | Understanding specialized roles in game design and development | Looking for programming or development roles in gaming |
The Remote Game Mathematician focuses on mathematical modeling, algorithms, and game theory to enhance game mechanics and design. In contrast, the Remote Game Developer is primarily involved in coding, designing, and building the actual game software. Both roles are essential in the gaming industry but differ in skill sets and daily tasks.
How does a remote game mathematician typically collaborate with game designers and developers during the creation of new games?
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Contractor
Re-posted 11 days ago
Job description
Statheros is a small DEFTECH firm focused on developing cutting-edge AI and autonomy systems for the US Department of Defense. Our team is passionate about building intelligent systems that solve complex problems. We are looking for a talented AI Engineer specializing in Proximal Policy Optimization (PPO) to lead the development of AI-enabled algorithms that automate the operation of air traffic radar systems.
Job Responsibilities
- Design, implement, and optimize Proximal Policy Optimization (PPO) algorithms for domain-specific use cases.
- Develop and train reinforcement learning models for real-world applications, focusing on efficiency and scalability.
- Collaborate with cross-functional teams to integrate PPO models into production systems.
- Analyze model performance and experiment with hyperparameter tuning to achieve optimal results.
- Stay up-to-date with the latest research and advancements in reinforcement learning and apply them to enhance existing solutions.
- Build robust pipelines for training, evaluation, and deployment of RL models.
- Document workflows, methodologies, and code for reproducibility and knowledge sharing.
- Educational Background: Bachelor's or Master's degree in Computer Science, Machine Learning, AI, Mathematics, or related fields. Ph.D. is a plus.
- Experience:
- 4+ years of professional experience in machine learning, with a focus on reinforcement learning.
- Demonstrated expertise in implementing and optimizing PPO or similar reinforcement learning algorithms.
- Hands-on experience with frameworks like TensorFlow, PyTorch, or JAX.
- Technical Skills:
- Strong programming skills in Python; familiarity with Rust or other languages is a plus.
- Proficiency in designing and running RL experiments in simulated or real-world environments.
- Experience with distributed training systems for reinforcement learning.
- Solid understanding of policy gradient methods and reinforcement learning theory.
- Soft Skills:
- Excellent problem-solving skills and the ability to work in a collaborative, fast-paced environment.
- Strong communication skills for presenting findings and collaborating with interdisciplinary teams.
- Experience in applying PPO to [specific domain, e.g., robotics, gaming, finance, etc.]
- Familiarity with OpenAI Gym, RLlib, or other RL development environments
- Knowledge of parallel computing and GPU acceleration for large-scale RL tasks
- Remote work location.
- Competitive salary.
- Flexible work schedule.
- Opportunities for professional development and research contributions
- Access to state-of-the-art resources and tools for AI development.
- The chance to work on groundbreaking projects with a talented and passionate team.