Stay up-to-date with the latest research and advancements in reinforcement learning and apply them ... Experience in applying PPO to [specific domain, e.g., robotics, gaming, finance, etc.
Stay up-to-date with the latest research and advancements in reinforcement learning and apply them ... Experience in applying PPO to [specific domain, e.g., robotics, gaming, finance, etc.
Automation Manager - Advanced Manufacturing Technologies (AMT)
Sidney, OH · On-site +1
$80K - $103K/yr
You will lead robotics and controls engineering teams responsible for researching, developing ... This role is based fully onsite, and not eligible for hybrid or remote work opportunities. Why Work ...
Automation Manager - Advanced Manufacturing Technologies (AMT)
Sidney, OH · On-site +1
$80K - $103K/yr
You will lead robotics and controls engineering teams responsible for researching, developing ... This role is based fully onsite, and not eligible for hybrid or remote work opportunities. Why Work ...
... research and development market, aiming to accelerate innovation and digital transformation by ... services, robotics, testing, simulations, data security, artificial intelligence, and data ...
... research and development market, aiming to accelerate innovation and digital transformation by ... services, robotics, testing, simulations, data security, artificial intelligence, and data ...
Principal Product Manager, AI-Powered Security Operations
New Hampshire, OH · Remote
$180K - $200K/yr
... REMOTE Basic Requirements * Bachelors degree with 8+ years in product management * AND 3 years focused on AI/ML products, Workflow Automation, or Robotics. * Legal authorization to work in the U.S ...
Principal Product Manager, AI-Powered Security Operations
New Hampshire, OH · Remote
$180K - $200K/yr
... REMOTE Basic Requirements * Bachelors degree with 8+ years in product management * AND 3 years focused on AI/ML products, Workflow Automation, or Robotics. * Legal authorization to work in the U.S ...
Field Service Engineer-South East Michigan
Toledo, OH · Remote
$38/hr
... and research laboratories, and physician offices around the world. Every hour around the world ... We recognize the benefits of flexible, remote working arrangements for eligible roles and are ...
Field Service Engineer-South East Michigan
Toledo, OH · Remote
$38/hr
... and research laboratories, and physician offices around the world. Every hour around the world ... We recognize the benefits of flexible, remote working arrangements for eligible roles and are ...
Service Delivery Manager (SDM)
Cincinnati, OH · On-site +1
$103K - $242K/yr
From autonomous cars to life-saving robots, our digital and software technology experts think ... Cincinnati, remote work permitted with travel. Your Role: * Own end-to-end ADM delivery for PLM ...
Service Delivery Manager (SDM)
Cincinnati, OH · On-site +1
$103K - $242K/yr
From autonomous cars to life-saving robots, our digital and software technology experts think ... Cincinnati, remote work permitted with travel. Your Role: * Own end-to-end ADM delivery for PLM ...
Senior Advanced Manufacturing Engineer
Sidney, OH · On-site +1
$84K - $115K/yr
You will research and monitor advanced manufacturing technology trends and appropriately integrate ... Experience programming and working with industrial robots * Experience with Siemens NX 3D modeling.
Senior Advanced Manufacturing Engineer
Sidney, OH · On-site +1
$84K - $115K/yr
You will research and monitor advanced manufacturing technology trends and appropriately integrate ... Experience programming and working with industrial robots * Experience with Siemens NX 3D modeling.
Remote Robotics Research information
What are the key skills and qualifications needed to thrive as a Remote Robotics Researcher, and why are they important?
What are some common challenges faced by professionals in remote robotics research, and how are they typically addressed?
What is remote robotics research?
Contractor
Posted 28 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.