This person will play a crucial part in advancing our understanding of blockchain systems through analysis of the results of advanced simulation techniques. You will be responsible for working with the Chief Architect, analyzing results, and providing insights to inform strategic decisions. Reporting directly to the Head of Architecture, you will take responsibility for the following tasks and areas.
responsibilities :
Identify and analyze discontinuities and critical points within the state space of blockchain systems.
Employ igraph libraries to analyze the topological properties of blockchain networks and using techniques like mincut to identify vulnerabilities and potential points of failure.
Apply advanced simulation techniques, such as Multi-Level Monte Carlo, to accelerate simulations and improve accuracy.
Leverage appropriate Python libraries to implement efficient and scalable simulation workflows.
Prepare clear and concise written reports detailing simulation methodologies, findings, and recommendations.
Effectively communicate complex technical concepts to both technical and non-technical audiences.
requirements-expected :
4+ years of experience
Strong proficiency in Python programming and data analysis tools (e.g., NumPy, Pandas, Matplotlib)
Experience with simulation frameworks (e.g., SimPy, AnyLogic)
Solid understanding of blockchain technology and its underlying principles
Familiarity with statistical analysis and machine learning concepts
