Senior Reinforcement Learning Engineer – Autonomous Systems

Placements24; Vereeniging; Híbrido; ZAR 1.200.000 - 2.000.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Competitive salary

Medical insurance

Retirement benefits

Performance bonuses

Flexible working

Professional development

Conference participation

Descripción de la vacante

Placements24 in Vereeniging, Gauteng, is seeking a Senior AI Engineer specialized in reinforcement learning to design, implement, and optimize RL solutions for robotics, simulation, and optimization tasks.

You will lead development, mentor engineers, and collaborate with cross-functional teams to define requirements and advance the company’s AI initiatives while staying current with research advances in RL.

Formación

• Master's degree or Ph.D. in Computer Science, Artificial Intelligence, Robotics, or a related field with a focus on Reinforcement Learning.
• Minimum of 5 years of hands-on experience in developing and implementing RL algorithms.
• Strong theoretical understanding of RL concepts, including Q-learning, policy gradients, actor-critic methods, and deep RL.
• Proficiency in Python and deep learning frameworks like TensorFlow, PyTorch, or Keras.
• Experience with simulation environments (e.g., OpenAI Gym, MuJoCo, Isaac Gym).
• Familiarity with related AI fields such as supervised and unsupervised learning.
• Strong analytical and problem-solving skills.
• Excellent communication and teamwork abilities.
• Experience with software development best practices.

Responsabilidades

• Design, develop, and implement state-of-the-art reinforcement learning algorithms and models.
• Apply RL techniques to solve complex problems in robotics, simulation, and optimization.
• Collaborate with cross-functional teams to define project requirements and integrate RL solutions.
• Optimize RL agents for performance, efficiency, and stability in various environments.
• Conduct rigorous testing and validation of RL models and simulations.
• Stay current with the latest research and advancements in reinforcement learning and related AI fields.
• Mentor junior engineers and contribute to the team's technical growth in RL.
• Contribute to the research and development roadmap for AI applications.
• Document and present research findings and technical designs.

Educación

Master's or PhD in Computer Science, Artificial Intelligence, Robotics, or related field with focus on Reinforcement Learning

Herramientas

Python

TensorFlow

PyTorch

Keras

OpenAI Gym

MuJoCo

Isaac Gym

Descripción del empleo

Placements24 in Vereeniging, Gauteng, is seeking a Senior AI Engineer specialized in reinforcement learning to design, implement, and optimize RL solutions for robotics, simulation, and optimization tasks.

You will lead development, mentor engineers, and collaborate with cross-functional teams to define requirements and advance the company’s AI initiatives while staying current with research advances in RL.