Experience : * 4+ years of professional experience in machine learning, with a focus on ... Strong programming skills in Python; familiarity with Rust or other languages is a plus.
Experience : * 4+ years of professional experience in machine learning, with a focus on ... Strong programming skills in Python; familiarity with Rust or other languages is a plus.
Software Engineering Manager
Brentwood, TN · On-site
$100K - $140K/yr
Provide technical leadership while contributing hands-on in React/TypeScript, C#, Rust, Python, and ... What We're Looking For * 10+ years of professional software development experience, preferably in ...
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Software Engineering Manager
Brentwood, TN · On-site
$100K - $140K/yr
Provide technical leadership while contributing hands-on in React/TypeScript, C#, Rust, Python, and ... What We're Looking For * 10+ years of professional software development experience, preferably in ...
HPC Infrastructure Platform Engineer
$102K - $134K/yr
... professionals tackling large-scale problems across a broad range of scientific domains for ... Rust Identity Management and Security: * Deploy, configure and support identity and access ...
HPC Infrastructure Platform Engineer
$102K - $134K/yr
... professionals tackling large-scale problems across a broad range of scientific domains for ... Rust Identity Management and Security: * Deploy, configure and support identity and access ...
HPC Infrastructure Platform Engineer
Oak Ridge, TN · On-site
$93K - $122K/yr
... professionals tackling large-scale problems across a broad range of scientific domains for ... Rust Identity Management and Security: * Deploy, configure and support identity and access ...
HPC Infrastructure Platform Engineer
Oak Ridge, TN · On-site
$93K - $122K/yr
... professionals tackling large-scale problems across a broad range of scientific domains for ... Rust Identity Management and Security: * Deploy, configure and support identity and access ...
Experience in Rust or other functional programming languages will be considered an advantage ... UTHSC is the largest educator of health care professionals in the state and operates the state ...
Experience in Rust or other functional programming languages will be considered an advantage ... UTHSC is the largest educator of health care professionals in the state and operates the state ...
Experience in Rust or other functional programming languages will be considered an advantage ... UTHSC is the largest educator of health care professionals in the state and operates the state ...
Experience in Rust or other functional programming languages will be considered an advantage ... UTHSC is the largest educator of health care professionals in the state and operates the state ...
Maintenance Technician
Mascot, TN · On-site
... professionally, look to Timken. Our associates make the world more productive by improving the ... Loud manufacturing environment, exposure to metals, machine lubricants, rust preventative, and ...
Maintenance Technician
Mascot, TN · On-site
... professionally, look to Timken. Our associates make the world more productive by improving the ... Loud manufacturing environment, exposure to metals, machine lubricants, rust preventative, and ...
Recon Inspection Assoc
Mascot, TN · On-site
$13.50 - $17.25/hr
... professionally, look to Timken. Our associates make the world more productive by improving the ... Timken is a global technology leader in engineered bearings and industrial motion. Our expanding ...
Recon Inspection Assoc
Mascot, TN · On-site
$13.50 - $17.25/hr
... professionally, look to Timken. Our associates make the world more productive by improving the ... Timken is a global technology leader in engineered bearings and industrial motion. Our expanding ...
Professional Rust Developer information
What is the difference between Professional Rust Developer vs Rust Software Engineer?
| Aspect | Professional Rust Developer | Rust Software Engineer |
|---|---|---|
| Required Credentials | Proficiency in Rust, relevant certifications (e.g., Rust Programming Certification) | Proficiency in Rust, relevant certifications (e.g., Rust Programming Certification) |
| Work Environment | Tech companies, startups, open-source projects | Tech companies, startups, open-source projects |
| Industry Usage | Developing high-performance applications, system programming | Developing high-performance applications, system programming |
| Search & Comparison Intent | Yes | Yes |
Both roles typically require strong Rust skills, relevant certifications, and work in similar environments like tech firms or open-source projects. The main difference lies in terminology preference; 'Professional Rust Developer' emphasizes a certified, experienced developer, while 'Rust Software Engineer' highlights a focus on software engineering practices within Rust projects.
Contractor
Posted 3 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.