Senior Data Scientist
Core
Bridge raw aviation telemetry and noisy audio data into intelligence for Archer's AI platform serving the general aviation industry.
Role type
Senior IC data scientist (time-series & weak supervision)
Builds
Production streaming pipelines and AI models for aviation operations
Domain
Aerospace / Aviation / High-frequency telemetry
Deliverable
production ML models
Required skills
Python, SQL, time-series modeling, sequence modeling, weak supervision, programmatic labeling, data drift detection, feature engineering from domain knowledge
Preferred skills
aerospace/aviation domain knowledge, spatial data processing, distributed stream processing (Kafka, Flink), lakehouse storage
Responsibilities
Derive signals from real-time data streams to infer unobservable physical states; Build and iterate models on diverse modalities (time-series, spatial, unstructured); Design evaluation frameworks for problems with no ground truth; Partner with engineers to deploy models to production pipelines; Collaborate with subject-matter experts to operationalize knowledge into features and labels
Seniority
Senior, hands-on IC
