Koidra

Must Have

• Excellent programming, debugging, and analytical skills. Our team loves writing clean, bug-free, and maintainable mathematical code. We take teamwork to the extreme and hence even for research projects, we still place a high bar for code clarity and robustness.
• Experience in constructing and training sophisticated Deep Learning models
• Solid understanding of mathematical modeling, differential equations, numerical methods, matrix computations
• Embrace

Preferred Qualifications

• Background in computational mathematics/physics/chemistry, scientific computing, control theory, or a related area
• Experience with Deep Learning fundamentals. We value candidates who
  a/ are able to construct new models (as opposed to using stock CV/NLP models);
  b/ understand the hierarchies and computational flow through each building block.
• Experience in building models for time series or sequential data (e.g. in NLP )
• Familiarity with and strong interests in one or more of the following machine learning research areas: Physics-informed Deep Learning, Graph Neural Network, Model-based Reinforcement Learning, Uncertainty Quantification