Senior Data Scientist - Real-Time Aviation AI

Archer; San Jose (CA); Presencial; USD 145.000 - 180.000; Jornada completa

Descripción de la vacante

Archer, a leader in next-gen aerospace tech, seeks a Senior Data Scientist to bridge aviation telemetry with AI-driven insights. You will transform high-frequency data into actionable signals and build models across time-series, spatial, and noisy data.

Collaborate with backend engineers to deploy streaming pipelines and maintain model behavior in production. You will work with aviation experts to create features and evaluation criteria, emphasizing robust data validation and drift detection for

Formación

• BS/MS/PhD in Computer Science, Statistics, Applied Mathematics, Operations Research, Aerospace Engineering, or a related quantitative field.
• 2+ years of applied data science or machine learning experience, including models that have run in production.
• Strong Python and strong SQL over large analytical datasets.
• Depth in time-series and sequence modeling.
• Experience working with sparse, incomplete, or unlabeled data — weak supervision, programmatic labeling, and building evaluation sets where no ground truth exists.
• Experience designing data validation and drift detection for continuously arriving data.

Responsabilidades

• Derive new signals from high-throughput, real-time data streams and infer complex physical and operational states.
• Build, evaluate, and iterate on models across dense time-series, spatial data, and noisy sequential data.
• Design evaluation for problems with little or no labeled ground truth and defend those definitions to engineers and domain experts.
• Partner with backend and platform engineers to take models from offline analysis into production streaming pipelines and own their behavior.
• Work directly with aviation subject-matter experts to turn operational knowledge into features, labels, and evaluation criteria.

Conocimientos

Python

SQL

Time-series modeling

Weak supervision

Educación

BS/MS/PhD in CS/Statistics/Applied Mathematics/Operations Research/Aerospace Engineering

Herramientas

Apache Pulsar

Kafka

Flink

Descripción del empleo

Archer, a leader in next-gen aerospace tech, seeks a Senior Data Scientist to bridge aviation telemetry with AI-driven insights. You will transform high-frequency data into actionable signals and build models across time-series, spatial, and noisy data.

Collaborate with backend engineers to deploy streaming pipelines and maintain model behavior in production. You will work with aviation experts to create features and evaluation criteria, emphasizing robust data validation and drift detection for