Lead AI Researcher (Reinforcement Learning)

Placements24; Stellenbosch; Hybride; ZAR 900 000 - 1 300 000; Plein temps

Avantages offerts par ce poste

Remote work

Competitive salary

Health coverage

Retirement plan

Conference funding

Résumé du poste

Placements24 is seeking a Lead AI Researcher specializing in Reinforcement Learning to join a fully remote R&D team. You will lead researchers, drive cutting-edge RL research, and translate breakthroughs into real-world applications from your home office.

The ideal candidate holds a PhD in CS/AI/ML, 8+ years of AI/ML work with strong RL, and a proven publication record. Expect high autonomy, collaboration with product teams, and leadership responsibilities.

Qualifications

• PhD in Computer Science, AI, ML or related field with strong RL focus.
• 8+ years of AI/ML research experience with emphasis on Reinforcement Learning.
• Track record of publications in top AI conferences and journals.
• Deep understanding of RL algorithms and theory.
• Proficiency in Python and DL frameworks (TF/PyTorch).
• Experience with RL libraries (RLlib, Stable Baselines).
• Strong leadership, communication, and remote collaboration skills.

Responsabilités

• Conduct pioneering RL research, develop novel RL algorithms and models.
• Lead and mentor a team of researchers and engineers.
• Publish findings in top AI conferences and journals.
• Collaborate with product and engineering teams to translate research into applications.
• Define RL roadmaps and strategic directions for RL initiatives.
• Evaluate performance and scalability of RL methods.

Connaissances

Reinforcement Learning

Python

PyTorch

TensorFlow

RL libraries

Leadership

Mentoring

Formation

PhD in Computer Science/AI/ML

Outils

TensorFlow

PyTorch

RLlib

Stable Baselines

Description du poste

About the Role

Our client is seeking a pioneering Lead AI Researcher with a specialization in Reinforcement Learning (RL) to join their fully remote research and development team. This role offers the exciting prospect of conducting cutting-edge research, developing novel RL algorithms, and driving their application in complex real-world scenarios. You will lead a talented group of researchers and engineers, charting the course for innovative AI solutions. This is an ideal opportunity for an experienced researcher to make significant contributions to the field of artificial intelligence, working on challenging problems with a high degree of autonomy and impact, all from the comfort of your home office.

Key Responsibilities

• Conduct groundbreaking research in reinforcement learning, exploring new algorithms, theories, and applications.
• Lead and mentor a team of AI researchers and engineers in the design and implementation of RL systems.
• Develop and prototype advanced RL agents and models for complex decision-making problems.
• Publish research findings in top-tier AI conferences and journals.
• Collaborate with product and engineering teams to translate research breakthroughs into practical applications.
• Stay abreast of the latest developments in AI, machine learning, and related fields.
• Define research roadmaps and strategic directions for RL initiatives.
• Analyze and evaluate the performance and scalability of RL algorithms.
• Contribute to building a strong research culture within the organization.

Requirements

• Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or a related quantitative field with a strong focus on Reinforcement Learning.
• 8+ years of research experience in AI/ML, with a significant portion dedicated to Reinforcement Learning.
• Proven track record of publications in leading AI conferences (e.g., NeurIPS, ICML, ICLR) and journals.
• Deep understanding of RL algorithms (e.g., Q-learning, policy gradients, actor-critic methods) and their theoretical underpinnings.
• Proficiency in programming languages like Python and deep learning frameworks such as TensorFlow or PyTorch.
• Experience with RL libraries (e.g., RLlib, Stable Baselines).
• Ability to design and conduct complex research experiments.
• Strong analytical, problem-solving, and critical thinking skills.
• Excellent leadership, communication, and collaboration abilities, particularly in a remote setting.
• Experience in guiding and mentoring research teams.

Benefits

• Our client offers a highly competitive salary and a generous bonus program designed to attract top research talent.
• As this is a fully remote position, you will benefit from the flexibility to work from anywhere, fostering an optimal work-life balance.
• The company provides a comprehensive benefits package, including excellent health coverage and a robust retirement plan.
• Continuous learning is encouraged through support for attending conferences, workshops, and access to research resources.
• Join a world-class research team dedicated to advancing the frontiers of AI and making a significant impact on the future of technology, irrespective of your physical location relative to Stellenbosch, Western Cape .