Principal AI Researcher - Reinforcement Learning

Placements24; Mossel Bay; Presencial; ZAR 1.500.000 - 3.000.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Competitive salary

Generous bonuses

Comprehensive benefits

Conference attendance opportunities

Advanced research facilities

Continuous learning support

Descripción de la vacante

Placements24 in Mossel Bay, Western Cape seeks a distinguished Principal AI Researcher specializing in Reinforcement Learning. You will lead an advanced research team, mentor scientists, and drive breakthroughs in RL algorithms for real-world applications.

PhD required with a stellar publication record, strong theoretical and practical RL expertise, and ability to translate research into robust AI systems. Join an elite team advancing AI in South Africa.

Formación

• PhD in CS/AI/ML with strong RL focus.
• Extensive AI research history and publications.
• Deep theoretical and practical RL understanding.
• Proficiency in Python and DL frameworks.
• Experience designing RL agents for complex environments.
• Strong analytical and mathematical skills.

Responsabilidades

• Conduct cutting-edge RL research and develop novel algorithms.
• Lead projects from conception to implementation and validation.
• Publish findings at top AI conferences/journals.
• Collaborate with engineering teams to scale research to products.
• Mentor junior researchers and guide scientific development.
• Stay at RL forefront, identify trends and directions.
• Represent the company at international conferences/workshops.
• Contribute to IP strategy and patent portfolio.

Conocimientos

Reinforcement Learning

Q-learning

Policy Gradients

Actor-Critic methods

Model-based RL

Python

Educación

PhD in Computer Science / AI / ML

Herramientas

TensorFlow

PyTorch

Descripción del empleo

About the Role

Our client, a world-renowned leader in AI and Emerging Technologies, is seeking a distinguished Principal AI Researcher with a specialization in Reinforcement Learning (RL) to join their advanced research team in Mossel Bay, Western Cape. This senior position is crucial for driving groundbreaking research and innovation in RL, developing novel algorithms, and applying them to complex real-world problems. You will lead research initiatives, mentor junior scientists, and contribute significantly to the company's intellectual property and technological advancements. The ideal candidate possesses a PhD in a relevant field, a stellar publication record, and a deep theoretical and practical understanding of reinforcement learning techniques. Join an elite team dedicated to pushing the frontiers of AI in Mossel Bay, Western Cape.

Key Responsibilities

• Conduct cutting-edge research in reinforcement learning, developing novel algorithms and theoretical frameworks.
• Lead research projects from conception through to implementation and validation, defining research objectives and methodologies.
• Publish research findings in top-tier AI conferences and journals (e.g., NeurIPS, ICML, ICLR).
• Collaborate with engineering teams to translate research prototypes into scalable and robust AI systems.
• Mentor and guide junior researchers, fostering their technical and scientific development.
• Stay at the forefront of RL research, identifying emerging trends and potential research directions.
• Represent the company at international conferences and workshops, building its reputation in the research community.
• Contribute to the company's patent portfolio and intellectual property strategy.
• Design and execute complex experiments to validate theoretical advancements.
• Develop and maintain strong collaborative relationships within the global AI research community.

Requirements

• Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, or a related quantitative discipline, with a strong focus on Reinforcement Learning.
• Extensive experience in conducting AI research, evidenced by a significant publication record in leading venues.
• Deep theoretical and practical understanding of various RL algorithms (e.g., Q-learning, Policy Gradients, Actor-Critic methods, model-based RL).
• Proficiency in Python and deep learning frameworks (e.g., TensorFlow, PyTorch).
• Experience in designing and implementing RL agents for complex simulation environments or real-world applications.
• Strong analytical and mathematical skills, with the ability to rigorously analyze algorithms and systems.
• Excellent communication, presentation, and leadership skills.
• Ability to work independently and lead complex research endeavors.
• Experience with parallel computing and distributed systems is a plus.
• A genuine passion for advancing the state-of-the-art in AI.

Benefits

Our client provides an exceptional compensation package, including a highly competitive salary, generous bonuses, and comprehensive benefits. Opportunities for professional growth including attending leading international conferences, access to advanced research facilities, and continuous learning support. You will be part of a world-class research environment focused on innovation and scientific discovery. This role offers the chance to work on truly transformative AI challenges in Mossel Bay, Western Cape. Be part of a team that defines the future of artificial intelligence.