Senior DRL Engineer - Hybrid, Pretoria

Placements24; Pretoria; Híbrido; ZAR 900.000 - 1.500.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Competitive salary and incentives

Healthcare benefits

Generous paid time off

Professional development opportunities

Access to HPC resources

Hybrid work in Pretoria

AI research culture

Descripción de la vacante

Placements24 in Pretoria is seeking a Senior Machine Learning Engineer with a DRL focus to design and implement advanced reinforcement learning solutions for robotics and autonomous systems.

The role involves building simulation environments, collaborating with data scientists and engineers, and driving continuous improvements through experiments and research. Hybrid work in Pretoria is offered, with opportunities for professional development in AI.

Formación

• Master's or Ph.D. in Computer Science, AI, Robotics or a related field.
• Minimum 5 years of professional ML experience with a strong RL focus.
• Proficient with DL frameworks: TensorFlow, PyTorch, or Keras.
• Strong Python skills and ML library experience; excellent problem solving.

Responsabilidades

• Design, develop, and implement DRL algorithms and models.
• Apply DRL to robotics control, autonomous navigation, and games.
• Develop and maintain DRL simulation environments for training.
• Collaborate with data scientists and software engineers to integrate models.
• Analyze experiments and data to improve models and algorithms.
• Stay updated on DRL research and related fields.
• Mentor junior engineers and share knowledge within the team.
• Ensure scalable and efficient DRL solutions and good documentation.

Conocimientos

Reinforcement Learning

Python

TensorFlow

PyTorch

Keras

RL algorithms

OpenAI Gym

PyBullet

Educación

Master's or Ph.D. in CS/AI/Robotics

Herramientas

OpenAI Gym

MuJoCo

PyBullet

Descripción del empleo

Placements24 in Pretoria is seeking a Senior Machine Learning Engineer with a DRL focus to design and implement advanced reinforcement learning solutions for robotics and autonomous systems.

The role involves building simulation environments, collaborating with data scientists and engineers, and driving continuous improvements through experiments and research. Hybrid work in Pretoria is offered, with opportunities for professional development in AI.