Must have knowledge of the following quantitative skills Advanced Statistics, including Probability Theory, stochastic processes, linear statistical models, Bayesian Statistics, decision trees, and Neural Networks; Optimization Theory and algorithms, including linear and nonlinear optimization, convex optimization, and their applications in machine learning and portfolio optimization; ability to identify, visualize, and validate statistical patterns in large financial datasets; ability to write highly reliable and efficient computer programs in Python and Java; numerical packages including Pandas and NumPy; and conducting academic research in a highly quantitative field of science as evidenced by publication of research work in an academic peerreviewed journal.br Must also pass companys required skills assessment.br br NOTE 1 br The above requirements knowledge of the specialspecific skills listed above and passing of companys required skills assessment are required for BOTH sets of requirements primary AND alternative.br br NOTE 2 br If the Primary Requirements of a PhD and the above requirements knowledge of the specialspecific skills listed above and passing of companys required skills assessment are met, there is no requirement for ANY experience in Quantitative Research positions. We selected Yes in H.10 and stated the job title in H.10B because it applies to the Alternative Requirements but there is no place to list the occupation required in H.8.br br NOTE 3 br The Beneficiary qualifies for this position pursuant to the PRIMARY requirements i.e. he possesses a PhD in one of the acceptable majorsfields of study plus knowledge of the required skills listed above and passing of companys required skills assessment. Accordingly, we also marked Yes in J.20.br br SUMMARY OF JOB REQUIREMENTS br br PRIMARY PhD in Operations Research, Management Science and Engineering, Mathematics, Applied Mathematics, Statistics, or Physics plus knowledge of the required skills listed above and passing of companys required skills assessment.br br ALTERNATIVE Masters Degree in Operations Research, Management Science and Engineering, Mathematics, Applied Mathematics, Statistics, or Physics plus 3 years of experience in Quantitative Research positions as well as knowledge of the required skills listed above and passing of companys required skills assessment.

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