Telemetry Data Scientist
Impac Exploration ServicesWeatherford, Oklahoma, United States
Posted July 18, 2025
Full Time
About the Company
DATUM is a small team that builds cutting-edge ML for industrial operations, with a focus on real-time telemetry and predictive models.
Job Description
We're looking for a Telemetry Data Scientist / Real-Time ML Engineer to build models that run at 10,000 feet per second and prevent catastrophic failures in drilling operations. The role involves building streaming ML pipelines, anomaly detection, predictive models, and decision systems using real-time sensor data from industrial operations.
Requirements
- Built something real-time that stayed up when it mattered
- Sensor fusion experience
- Can explain Kalman filters and gradient boosting to a drilling engineer
- Debugged model drift at 3 AM
- Experience with industrial protocols (OPC-UA, MQTT, Modbus)
- Edge computing / model optimization for embedded systems
- Experience with physics-informed neural networks or domain-aware ML
Benefits
- Competitive salary
- Opportunity to work on cutting-edge ML projects
- Collaborative and fast-paced work environment
- Flexible work arrangements
