Design, implement, and optimize Proximal Policy Optimization (PPO) algorithms for domain-specific ... Remote work location. * Competitive salary. * Flexible work schedule. * Opportunities for ...
Design, implement, and optimize Proximal Policy Optimization (PPO) algorithms for domain-specific ... Remote work location. * Competitive salary. * Flexible work schedule. * Opportunities for ...
Senior I&C Engineer Energy - Remote
Oak Ridge, TN · On-site +1
$99K - $137K/yr
Overview We are seeking a Senior I&C Engineer Energy - Remote! This remote position is based out of ... control algorithms, definition of control logic and wiring arrangements, control parameters ...
Senior I&C Engineer Energy - Remote
Oak Ridge, TN · On-site +1
$99K - $137K/yr
Overview We are seeking a Senior I&C Engineer Energy - Remote! This remote position is based out of ... control algorithms, definition of control logic and wiring arrangements, control parameters ...
Powered by proprietary algorithms, iterative intelligence from 10M+ processed claims, and expert ... Position Summary The Principal Engineer will be spearheading the development of a cutting-edge ...
Powered by proprietary algorithms, iterative intelligence from 10M+ processed claims, and expert ... Position Summary The Principal Engineer will be spearheading the development of a cutting-edge ...
Principal Engineer (REMOTE)
Franklin, TN · On-site +1
Powered by proprietary algorithms, iterative intelligence from 10M+ processed claims, and expert ... Position Summary The Principal Engineer will be spearheading the development of a cutting-edge ...
Principal Engineer (REMOTE)
Franklin, TN · On-site +1
Powered by proprietary algorithms, iterative intelligence from 10M+ processed claims, and expert ... Position Summary The Principal Engineer will be spearheading the development of a cutting-edge ...
Senior Full Stack .NET Developer
Nashville, TN · Remote
$150K - $175K/yr
Senior Full Stack .NET Developer Remote | $150,000-$175,000 Annually We are seeking a highly ... structures, algorithms, and application performance * Experience with Agile development ...
New
Senior Full Stack .NET Developer
Nashville, TN · Remote
$150K - $175K/yr
Senior Full Stack .NET Developer Remote | $150,000-$175,000 Annually We are seeking a highly ... structures, algorithms, and application performance * Experience with Agile development ...
New
Senior Software Engineer, Core Experiences - Nashville, TN, USA
Nashville, TN · On-site +1
$118K - $156K/yr
... algorithms * Ship cloud functions, lightweight backend services, and jobs using Kotlin An Ideal ... We're a high-growth startup with a busy, remote team. You know how and when to engage or be heads ...
Senior Software Engineer, Core Experiences - Nashville, TN, USA
Nashville, TN · On-site +1
$118K - $156K/yr
... algorithms * Ship cloud functions, lightweight backend services, and jobs using Kotlin An Ideal ... We're a high-growth startup with a busy, remote team. You know how and when to engage or be heads ...
Senior Software Engineer, Core Experiences - Chattanooga, TN, USA
Chattanooga, TN · On-site +1
$111K - $147K/yr
... algorithms * Ship cloud functions, lightweight backend services, and jobs using Kotlin An Ideal ... We're a high-growth startup with a busy, remote team. You know how and when to engage or be heads ...
Senior Software Engineer, Core Experiences - Chattanooga, TN, USA
Chattanooga, TN · On-site +1
$111K - $147K/yr
... algorithms * Ship cloud functions, lightweight backend services, and jobs using Kotlin An Ideal ... We're a high-growth startup with a busy, remote team. You know how and when to engage or be heads ...
Senior Software Engineer, Core Experiences - Knoxville, TN, USA
Knoxville, TN · On-site +1
$116K - $154K/yr
... algorithms * Ship cloud functions, lightweight backend services, and jobs using Kotlin An Ideal ... We're a high-growth startup with a busy, remote team. You know how and when to engage or be heads ...
Senior Software Engineer, Core Experiences - Knoxville, TN, USA
Knoxville, TN · On-site +1
$116K - $154K/yr
... algorithms * Ship cloud functions, lightweight backend services, and jobs using Kotlin An Ideal ... We're a high-growth startup with a busy, remote team. You know how and when to engage or be heads ...
Senior Software Engineer, Core Experiences - Memphis, TN, USA
Memphis, TN · On-site +1
$119K - $156K/yr
... algorithms * Ship cloud functions, lightweight backend services, and jobs using Kotlin An Ideal ... We're a high-growth startup with a busy, remote team. You know how and when to engage or be heads ...
Senior Software Engineer, Core Experiences - Memphis, TN, USA
Memphis, TN · On-site +1
$119K - $156K/yr
... algorithms * Ship cloud functions, lightweight backend services, and jobs using Kotlin An Ideal ... We're a high-growth startup with a busy, remote team. You know how and when to engage or be heads ...
Data Scientist II - CX Analytics
Chattanooga, TN · On-site +1
Current remote and field-based Unum employees may apply and will be considered in accordance with ... Programming & Process automation: Experience with file I/O, database integrations, and APIs to ...
Data Scientist II - CX Analytics
Chattanooga, TN · On-site +1
Current remote and field-based Unum employees may apply and will be considered in accordance with ... Programming & Process automation: Experience with file I/O, database integrations, and APIs to ...
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Contractor
Re-posted 17 days ago
Job description
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.
Qualifications
- 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.
Preferred Qualifications
- 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
What We Offer
- 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.