обновлено 11 дней назад
Reinforcement Learning and Adaptive Controls Expert (m/f/d) (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Reinforcement Learning and Adaptive Controls Expert (AI) (Reinforcement Learning, MPC, Robotics): Developing advanced control software for industrial machines and automation systems with an accent on reinforcement learning, model predictive control, machine vision, and Physical AI. Focus on integrating learning and vision-based models into real-time machine software, validating sim-to-real transfer, and deploying intelligent control applications.
Location: Maia, Portugal; remote work option available. Occasional travel up to 25% is required.
Company
develops integrated hardware, software, and digital services for intelligent manufacturing and supply chain solutions.
What you will do
- Develop advanced control methods using reinforcement learning, model predictive control, and optimization for industrial automation systems.
- Design, develop, and validate machine-control software in simulation, software-in-the-loop, and real-time environments.
- Integrate control, learning, and machine-vision models into software for reliable simulation-to-real-world deployment.
- Research reinforcement learning, adaptive control, machine vision, and sim-to-real transfer technologies.
- Collaborate with teams across machine control, system architecture, robotics, and mechatronics.
- Support testing, deployment, and continuous improvement of Physical AI applications for industrial automation and material handling.
Requirements
- Master’s or PhD degree in computer science, mathematics, physics, electrical engineering, control engineering, automation engineering, or a related field.
- At least 5 years of experience in reinforcement learning, model predictive control, machine vision, intelligent control systems, or related areas.
- Hands-on experience with PyTorch or TensorFlow, and programming skills in Python and C++.
- Experience with simulation platforms such as Nvidia Isaac Sim/Lab, MuJoCo, Unity, or similar tools.
- Understanding of control software architectures, optimization algorithms, and real-time machine interfaces.
- Fluent English, written and spoken, and willingness to travel occasionally up to 25%.
Nice to have
- Familiarity with Linux, Git, and Docker.
Culture & Benefits
- Work in a collaborative, interdisciplinary environment focused on industrial automation and supply chain technology.
- Flexible working hours and a remote work option.
- Competitive salary package and additional days off, including a birthday day off.
- Family health insurance and a Well-Being and Employee Assistance Program.
- External partner benefits and workplace refreshments.
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