Must have knowledge of the following quantitative skills and technologies cleaning, modifying, and analyzing largescale datasets gt;5GB; statistical modeling of largescale data, including advanced statistical and timeseries models; building neural network or other machine learning models using features from different data sources; Calculus, Probability Theory, Linear Algebra, and Stochastic Calculus; mathematical optimization, including designing optimization utility functions and analyzing optimized parameters; Bash, Python, and C; data analysis packages including Python NumPy, pandas, SciPy, matplotlib, and scikitlearn; processing largescale datasets gt;5GB via distributed computing tools including PySpark; and knowledge of US securities markets such as equities and options markets can be satisfied through passing of CFA Level 1 exam.br Must also pass companys required skills assessment.br br NOTE 1 br If the Primary Requirements of a Doctoral Degree PhD and the above requirements knowledge of the required 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 2 br The Beneficiary qualifies for this position pursuant to the PRIMARY requirements i.e. she possesses a Doctoral Degree PhD in one of the acceptable majorsfields of study plus knowledge of all of the required skills listed above including the last skill knowledge of US securities markets, which she satisfied through passing of CFA Level 1 exam and passing of companys required skills assessment. Accordingly, we also marked Yes in J.20.br br SUMMARY OF JOB REQUIREMENTS br br PRIMARY Doctoral Degree PhD in Finance, Mathematics, Statistics, or Computer Science plus knowledge of the required skills listed above and passing of companys required skills assessment.br br ALTERNATIVE Masters Degree in Finance, Mathematics, Statistics, or Computer Science 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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