Tether Operations Limited
AI Research Engineer - Pre training(m/w/x)
Vollzeit
Remote
Senior
Keine Angabe
Lugano
TE
Tether Operations Limited13 Stunden
AI Research Engineer - Reinforcement Learning(m/w/x)
Vollzeit
Remote
Berufserfahren
AI/ML Job
Data Science
Keine Angabe
Lugano
Nejo KI-Zusammenfassung
In this role, you will drive innovation in reinforcement learning by developing cutting-edge algorithms and optimizing decision-making processes. Your day-to-day responsibilities will involve running experiments, curating training datasets, and collaborating with teams to enhance AI performance in real-world applications.
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Anforderungen
- •Degree in Computer Science or related field
- •PhD in NLP, Machine Learning, or related field
- •Solid track record in AI R&D with good publications
- •Proven experience with large-scale reinforcement learning experiments
- •Experience with online RL techniques such as GRPO
- •Deep understanding of reinforcement learning algorithms
- •Expertise in enhancing policy stability, exploration, and sample efficiency
- •Strong expertise in PyTorch and relevant RL frameworks
- •Practical experience in developing RL pipelines
- •Demonstrated ability to apply empirical research to RL challenges
- •Proficiency in designing robust evaluation frameworks
Bachelor-Abschluss
ODER
Doktor / Ph.D.
Berufserfahrung
ca. 1 – 4 Jahre
Deine Aufgaben
- •Develop and implement advanced reinforcement learning algorithms
- •Establish performance targets for reward maximization and policy stability
- •Build, run, and monitor controlled reinforcement learning experiments
- •Track key performance indicators and document results
- •Identify and curate high-quality simulation environments and training datasets
- •Set measurable criteria to enhance learning processes
- •Debug and optimize the reinforcement learning pipeline
- •Analyze computational efficiency and learning performance metrics
- •Address issues like reward signal noise and policy divergence
- •Collaborate with cross-functional teams to integrate reinforcement learning agents
- •Define success metrics for real-world performance improvements
- •Ensure continuous monitoring and iterative refinements
Tools & Technologien
PyTorch
Sprachen
Englisch – verhandlungssicher
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