Strong programming skills in Python; familiarity with Rust or other languages is a plus ... Experience in applying PPO to [specific domain, e.g., robotics, gaming, finance, etc.
Strong programming skills in Python; familiarity with Rust or other languages is a plus ... Experience in applying PPO to [specific domain, e.g., robotics, gaming, finance, etc.
Director, AI Engineering - Remote
Brentwood, TN · On-site +1
This is a Full Time, remote Director, AI Engineering role. What You'll Do * Define and lead the ... RPA technologies. * Establish governance frameworks for responsible AI, including ethical AI ...
Director, AI Engineering - Remote
Brentwood, TN · On-site +1
This is a Full Time, remote Director, AI Engineering role. What You'll Do * Define and lead the ... RPA technologies. * Establish governance frameworks for responsible AI, including ethical AI ...
Testing Engineer
Franklin, TN · On-site +1
... RS), robotic handling systems, and lift equipment. Augment User Acceptance Testing (UAT) and ... This role is remote and involves working onsite during testing. Hands-on testing may require ...
Testing Engineer
Franklin, TN · On-site +1
... RS), robotic handling systems, and lift equipment. Augment User Acceptance Testing (UAT) and ... This role is remote and involves working onsite during testing. Hands-on testing may require ...
MES Apriso Solution Expert/Architect
Nashville, TN · On-site +1
$111K - $170K/yr
At Capgemini Engineering, the world leader in engineering services, we bring together a global team ... Remote Duration: Full Time (3 positions) We are seeking a highly experienced Apriso MES / Delmia ...
MES Apriso Solution Expert/Architect
Nashville, TN · On-site +1
$111K - $170K/yr
At Capgemini Engineering, the world leader in engineering services, we bring together a global team ... Remote Duration: Full Time (3 positions) We are seeking a highly experienced Apriso MES / Delmia ...
Lead Field Testing Technician
Nashville, TN · Remote
$42K - $50K/yr
Lead Field Testing Technician At Salas O'Brien we tell our clients that we're engineered for impact ... robotics, and more. Our technical expertise is paired with an exceptional team of business ...
Lead Field Testing Technician
Nashville, TN · Remote
$42K - $50K/yr
Lead Field Testing Technician At Salas O'Brien we tell our clients that we're engineered for impact ... robotics, and more. Our technical expertise is paired with an exceptional team of business ...
Clinical Sales Manager
Johnson City, TN · On-site +1
We're a team of engineers, clinicians, and innovators united by one purpose: to make surgery ... Remote field management Implementation of sales process Platform and presentation skills Required ...
Clinical Sales Manager
Johnson City, TN · On-site +1
We're a team of engineers, clinicians, and innovators united by one purpose: to make surgery ... Remote field management Implementation of sales process Platform and presentation skills Required ...
Remote Fanuc Robot Programming information
What is the difference between Remote Fanuc Robot Programming vs Remote ABB Robot Programming?
| Aspect | Remote Fanuc Robot Programming | Remote ABB Robot Programming |
|---|---|---|
| Credentials | Typically requires Fanuc certification or equivalent | Requires ABB certification or equivalent |
| Work Environment | Primarily manufacturing and automation facilities using Fanuc robots | Similar manufacturing settings with ABB robots |
| Industry Usage | Widely used in automotive, electronics, and industrial automation | Common in automotive, packaging, and industrial sectors |
Remote Fanuc Robot Programming and Remote ABB Robot Programming share similar skills, certifications, and work environments, focusing on automation in manufacturing. The main difference lies in the robot brands and specific programming software used. Both roles require technical expertise in robot operation, troubleshooting, and programming, but professionals typically specialize in one brand based on employer needs.
What are the key skills and qualifications needed to thrive as a Remote Fanuc Robot Programmer, and why are they important?
What are some common challenges faced when programming Fanuc robots remotely, and how can they be managed?
What is Remote Fanuc Robot Programming?
- Robotics Software Engineer
- Freelance Robotics Software Engineer
- Senior Robotics Engineer
- Medical Robotics Engineer
- Director Robotics Automation Engineer
- Remote Robotics Automation Engineer
- Robotics Automation Engineer
- Remote Apple Orchard
- Executive Software Engineer
- Internship No Experience Robotics Engineer
Contractor
Posted 21 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.