Senior Engineer - Decision Making (m/f/d)
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Key skills for this role
About the Role
Position Overview This role focuses on the design and development of advanced decision-making frameworks for autonomous systems. It combines traditional logic-based approaches with modern machine learning techniques to create intelligent, adaptive behavior in complex environments.
Key Skills for This Role
Full Job Posting
Position Overview
This role focuses on the design and development of advanced decision-making frameworks for autonomous systems.
It combines traditional logic-based approaches with modern machine learning techniques to create intelligent, adaptive behavior in complex environments.
The position requires building scalable solutions that ensure reliable, interpretable, and efficient system behavior across a range of operational scenarios.
Responsibilities
- Develop and refine decision-making architectures that combine rule-based logic with learning-driven models to handle complex and dynamic situations
- Build high-level behavior planning and mission management frameworks to support autonomous system operations
- Design adaptive deliberation mechanisms capable of adjusting to different system dynamics and environmental conditions
- Implement and maintain comprehensive testing strategies, including unit, functional, and integration tests, ensuring system robustness and code quality
- Evaluate and benchmark different decision-making strategies, comparing classical approaches with machine learning-driven methods in terms of safety, performance, and reliability
- Integrate decision modules seamlessly with broader system components, ensuring consistent behavior across the full stack
- Produce clear technical documentation to support development, deployment, and knowledge transfer
- Contribute to implementation using programming languages such as C++ and Python within robotics-oriented frameworks
- Participate in real-world testing to validate system performance and refine decision logic
Required Expertise
- Strong background in decision-making algorithms for autonomous or robotic systems
- Deep understanding of frameworks such as behavior trees, finite state machines, utility-based systems, and planning approaches (e.g., PDDL)
- Familiarity with both classical decision logic and modern data-driven or machine learning-based techniques
- Experience working with autonomous platforms, including multi-agent or multi-vehicle environments
- Proficiency in debugging, profiling, and optimizing performance-critical applications (e.g., using tools like gdb, valgrind, or similar)
- Solid programming skills in C++ and/or Python
- Experience with Linux-based systems, version control (Git), containerization (Docker), and modern development workflows
Additional Qualifications
- Degree in Robotics, Computer Science, Engineering, or a related technical discipline (Bachelor’s, Master’s, or PhD)
- Strong analytical and problem-solving skills, with attention to detail in complex system design
- Ability to communicate technical concepts clearly and collaborate effectively across disciplines
- Self-driven mindset with the ability to manage complex tasks and deliver results in dynamic environments
- Commitment to staying current with advancements in autonomous systems and artificial intelligence
Ideal Candidate Profile
- Systems thinker capable of balancing performance, safety, and interpretability
- Comfortable working across both algorithm design and real-world system integration
- Proactive in identifying improvements and driving innovation in decision-making architectures
- Capable of translating theoretical models into reliable, production-ready solutions
- Senior Engineer - Decision Making in Abu Dhabi, United Arab Emirates
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