Research Engineer
1 month ago
Our team has an immediate 12-month contract opening for a ResearchEngineer
Responsibilities:
- Research and apply state-of-the-art technologies to guide the synthesis process of neural symbolic architectures with the integration of LLM/AI and Formal methods
- Design and develop comprehensive testing strategies for LLM-based AI systems, e.g., white box testing (examining internal components) and black box testing (evaluating system behavior from an external perspective; assessing the coverage/activation patterns to understand the AI system, and improving performance
- Design and develop formal modeling, analysis, and verification techniques to integrate symbolic information and reasoning within neural networks; ensure accurate interpretation and generation of LLM-based AI system outputs
- Work closely with researchers and engineers to apply advanced technologies into practical AI development lifecycle, and publish findings in relevant conferences and journals
What you’ll bring to the team:
- A Ph.D. degree in Formal Methods, Software Engineering, LLM/AI, or a closely related field
- Proven experience in research and development in related fields
- Knowledge of formal reasoning and testing techniques
- Understanding of LLM/AI techniques and their limitations
- Strong programming skills
- Ability to collaborate effectively with interdisciplinary teams
- Adept at identifying and solving complex technical challenges
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