Senior Data Scientist
Core
Evaluate multi-dimensional aviation global supply chain and operational data to construct and maintain predictive models.
Role type
Senior IC data scientist (supply chain/operations)
Builds
Production ML models for aviation supply chain and operations
Domain
Aviation, global supply chain, operations
Deliverable
production ML models
Required skills
generalized linear regression, multilinear regression, logistic regression, multinomial regression, time series analysis, supervised learning (classification, regression), unsupervised learning (clustering, dimension reduction), data integration, data quality assessment, data modeling
Preferred skills
quick learner, curiosity, innovation, results-orientation
Technologies
N/A
Responsibilities
Integrate and evaluate disparate data from multiple sources to determine appropriate modeling approaches; lead end-to-end analytical models and data science framing activities; identify data fields, provenance, and integration points; highlight relevant trends and patterns in large datasets.
Seniority
Senior, hands-on IC
