Senior Data Scientist - AI
Core
Building and developing data infrastructure while providing senior leadership with insights, management reports, and analysis for decision-making.
Role type
Senior IC data scientist (AI/ML)
Builds
Data-driven models and scalable data pipelines
Domain
Financial services + machine learning
Deliverable
production ML models
Required skills
advanced analytics, large-scale experimentation, machine learning, deep learning, statistical analysis, scripting languages, predictive modeling, web scraping, big data analysis
Preferred skills
predictive modeling methodology, leveraging structured and unstructured data, R/RStudio, Python, SAS, SQL, NoSQL, Cloud Machine Learning (AWS Sagemaker), TensorFlow, scikit-learn, Bayesian Networks Inference, linear and non-linear regression, hierarchical/multi-level modeling
Technologies
AWS Sagemaker, TensorFlow, scikit-learn, caret, R/RStudio, Python, SAS, SQL, NoSQL
Responsibilities
Perform advanced analytics to extract value from business data; conduct research on cutting-edge ML/DL/AI techniques; determine requirements for training and evolving deep learning models; own the entire model development process from requirements to production scoring; articulate a vision and roadmap for data exploitation; influence product teams with data-based recommendations; evangelize best practices to analytics and product teams
Seniority
Senior, hands-on IC
