Strong programming skills in Python; familiarity with Rust or other languages is a plus ... Knowledge of parallel computing and GPU acceleration for large-scale RL tasks What We Offer
Strong programming skills in Python; familiarity with Rust or other languages is a plus ... Knowledge of parallel computing and GPU acceleration for large-scale RL tasks What We Offer
HPC System Administrator (Top Secret)
Dayton, OH · On-site +1
We offer services ranging from full life cycle HPC systems engineering to remote managed services ... Experience with parallel filesystems (e.g., Lustre) * Experience with high-speed interconnects (e.g ...
HPC System Administrator (Top Secret)
Dayton, OH · On-site +1
We offer services ranging from full life cycle HPC systems engineering to remote managed services ... Experience with parallel filesystems (e.g., Lustre) * Experience with high-speed interconnects (e.g ...
Senior Machine Learning Engineer, Neural Simulators
Columbus, OH · On-site +1
$118.30K - $156K/yr
This role can be located in our Columbus, Ohio Headquarters or Remote. What You'll Do * Build a ... Run research tracks in parallel with production development, including hypothesis-driven ...
Senior Machine Learning Engineer, Neural Simulators
Columbus, OH · On-site +1
$118.30K - $156K/yr
This role can be located in our Columbus, Ohio Headquarters or Remote. What You'll Do * Build a ... Run research tracks in parallel with production development, including hypothesis-driven ...
SAP Workflow Specialist - Remote
Chesterland, OH · On-site +1
$110 - $125/hr
Design multi-step approval patterns, including parallel approvals, agent determination rules, and ... Experience with ABAP Object-Oriented Programming, capable of developing custom BAdIs for agent ...
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SAP Workflow Specialist - Remote
Chesterland, OH · On-site +1
$110 - $125/hr
Design multi-step approval patterns, including parallel approvals, agent determination rules, and ... Experience with ABAP Object-Oriented Programming, capable of developing custom BAdIs for agent ...
New
Digital Asset Manager
Cleveland, OH · On-site +1
Cleveland, OH (Hybrid Preferred | Open to Remote - EST Candidates Only) CornerStone TTS is ... engineering--ideal for someone who can translate ambiguity into structured delivery and bring ...
Digital Asset Manager
Cleveland, OH · On-site +1
Cleveland, OH (Hybrid Preferred | Open to Remote - EST Candidates Only) CornerStone TTS is ... engineering--ideal for someone who can translate ambiguity into structured delivery and bring ...
Project Manager - Actuarial Modeling
Columbus, OH · On-site +1
Coordinate cross functional alignment across actuarial, underwriting, product, engineering, IT, and ... Ability to operate effectively in a fast-paced environment with parallel initiatives, competing ...
Project Manager - Actuarial Modeling
Columbus, OH · On-site +1
Coordinate cross functional alignment across actuarial, underwriting, product, engineering, IT, and ... Ability to operate effectively in a fast-paced environment with parallel initiatives, competing ...
Sales District Manager, Retail - Cincinnati, OH
Cincinnati, OH · Remote
$15.75 - $19.25/hr
This is a remote opportunity based out of Cincinnati, OH with travel expectations up to 35 percent ... Partner and collaborate with peers and parallel teams across the business to ensure that ...
Sales District Manager, Retail - Cincinnati, OH
Cincinnati, OH · Remote
$15.75 - $19.25/hr
This is a remote opportunity based out of Cincinnati, OH with travel expectations up to 35 percent ... Partner and collaborate with peers and parallel teams across the business to ensure that ...
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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.