Vacancy expired!
Role: Data Scientist Location: Raleigh, NC (Remote during COVID) 1. Mid level data scientist (quant profile) + ESG experience or knowledge of ESG domain 2. Mid level data Scientist 3. Data Scientist with NLP role + Fixed Income experience preferred. Job Description: Key Requirements:
- A PhD, or Masters with equivalent work experience, with a solid background in machine learning, statistical analytical techniques, quantitative social science research or experimental physical science.
- Knowledge of financial modelling, factor investing, risk modelling (CFA / FRM certification is a plus)
- Advanced Knowledge of Python, Scala and Java
- 6+ years of profession experience and discipline in building Machine Learning models
- 6+ years of experience in Statistics and Data Science techniques like exploratory analysis, feature engineering and ML techniques like clustering, regressions, classifications etc.
- Experience with machine learning packages such as zipline, pyfolio, fbprophet, pysf, pyFlux, pyramid, TensorFlow, PyTorch, Keras, Scikit-Learn, NumPy, SciPy, Pandas, StatsModels, Spark ML
- Experience in Machine Learning techniques like hyper parameter tuning, model validation, model serving, model monitoring, retraining etc. (Machine Learning pipeline)
- Experience with machine learning lifecycle tools (i.e. mlflow, kubeflow)
- Excellent written and spoken English, with ability to work collaboratively and communicate well within a highly skilled team, with a wide range of backgrounds and skillsets.
- Innovative mindset-thinks beyond the status quo
- Python
- PySpark or Spark ML
- Familiar w/ AUC ROC score in Python
- Linear Regression
- Smote
- Multivariate Regression
- Logistic- Logit like Randomn Forest
- Panda skills
Vacancy expired!