Develop machine‑learning and AI solutions to improve safety, reliability, and operational efficiency of Microsoft 365 services, focusing on scenario health gating.
Compensation
Applied Sciences IC4 - The typical base pay range for this role across the U.S. is USD $119,800 - $234,700 per year. There is a different range applicable to specific work locations, within the San Francisco Bay area and New York City metropolitan area, and the base pay range for this role in those locations is USD $160,200 - $261,000 per year.
Responsibilities
Scientific problem formulation and algorithm development
Translate service-health and change-safety problems into scientific objectives, hypotheses, datasets, baselines, and success metrics
Develop and evaluate machine‑learning, statistical, causal, time‑series, or agent‑based methods for regression detection, risk estimation, failure attribution, and gating decisions
Compare technical alternatives and explain tradeoffs involving accuracy, interpretability, latency, scale, cost, reliability, and customer risk
Address noisy, sparse, delayed, imbalanced, and distribution‑shifted production data
Requirements
Bachelor's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field
Master's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field
Doctorate in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field
