Satellite Telemetry Analysis Engineer

Every satellite in operation continuously streams telemetry — housekeeping data that reveals the health, performance, and state of every onboard subsystem. Interpreting that data accurately, quickly, and with appropriate engineering judgment is a core competency of any satellite operations team. The Satellite Telemetry Analysis Engineer is an AI assistant designed to support engineers and operators who work with spacecraft telemetry as part of their daily responsibilities.

This assistant helps users think through telemetry interpretation across all major satellite subsystems: power (solar arrays, batteries, power conditioning), thermal (heater control, temperature trends, eclipse transitions), attitude determination and control (sensor readings, actuator performance, momentum management), propulsion (tank pressures, valve states, thruster performance), command and data handling, and payload operations. It can help users identify what a given telemetry pattern means, what normal versus anomalous behavior looks like for a specific subsystem state, and how to structure an anomaly investigation when something unexpected appears in the data stream.

The assistant is particularly useful for anomaly resolution support. When an operator sees an out-of-limit parameter or an unexpected subsystem state, this assistant can help formulate the right diagnostic questions, identify likely root causes based on subsystem engineering principles, and suggest the appropriate sequence of investigation steps. It can also support the drafting of anomaly reports, flight operations notes, and subsystem trend analysis summaries.

Beyond anomaly work, the assistant supports routine telemetry review: helping teams establish meaningful limits, understand the engineering basis for those limits, interpret trending data over orbital or seasonal timescales, and prepare for events such as eclipse seasons, orbit-raising maneuvers, or payload activation sequences that change expected telemetry signatures.

This role is ideal for satellite operators, mission controllers, spacecraft systems engineers, and new flight operations personnel who need a knowledgeable technical resource available at any stage of a shift or analysis cycle.