Analyze Messages Obtained During Flight Jobs

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In the era of data‑driven aviation, analyzing in‑flight messages is critical for safety, efficiency, and regulatory compliance. Airlines, airports, and defense contractors are expanding their data teams, driving a surge in demand for specialists who can unlock insights from ACARS, ADS‑B, and satellite telemetry.

Typical roles range from Flight Data Analyst to Aviation Data Scientist. Analysts sift through thousands of in‑flight messages, clean and transform raw telemetry, and build SQL or Python pipelines to detect anomalies. Data scientists apply machine‑learning models on ADS‑B streams, predict maintenance needs, and generate dashboards for flight operations.

Salary transparency is vital because in‑flight message analysts often work across multiple stakeholders—flight crews, maintenance teams, and regulatory bodies. Knowing the exact pay range helps candidates negotiate fair compensation and ensures that expertise in niche tools like OpenSky Network APIs, PyADS, and SAS is properly valued.

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Location: USA

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Company: Canonical

Location: Remote

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Company: Canva

Location: Australia

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Principal Machine Learning Architect (L7) - Content Promotion & Distribution

Company: Netflix

Location: USA

Posted Dec 02, 2025

This text describes a senior AI engineering role at Netflix focusing on content promotion and distribution. It outlines responsibilities involving ML/AI architecture design, cross-functional collaboration, and innovation in agentic solutions. The job emphasizes technical expertise, strategic vision, and cultural alignment with Netflix's values.

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Company: Canva

Location: Australia

Posted Dec 02, 2025

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Company: Netflix

Location: USA

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Engineering Manager - Delivery Experiences

Company: Netflix

Location: USA

Posted Dec 02, 2025

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Senior Backend Engineer - Mimir

Company: Grafana Labs

Location: Spain

Posted Dec 02, 2025

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Company: Clear Capital | CubiCasa

Location: USA

Posted Dec 02, 2025

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Company: Figma

Location: USA

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Company: Yubico

Location: USA

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Global Clinical Trainer - Leadless Technologies

Company: Abbott

Location: USA

Posted Dec 02, 2025

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Frequently Asked Questions

What are the typical salary ranges for entry‑level to senior roles in this field?
Entry‑level Flight Data Analysts earn $70k‑$90k annually. Mid‑level analysts with 3–5 years of ACARS/ADS‑B experience command $90k‑$120k. Senior data scientists or lead aviation analysts can reach $130k‑$170k, especially in major hubs.
Which technical skills and certifications are most sought after?
Proficiency in Python (pandas, NumPy), SQL, and real‑time streaming with Kafka or Spark. Knowledge of ACARS/ADS‑B protocols and tools like OpenSky Network, FlightAware API, and PyADS is essential. Certifications such as FAA ACAS, ICAO Data Analyst, or SAS Certified Data Scientist boost credibility.
Can these roles be performed remotely?
Yes. Most in‑flight message analysis positions support flexible remote setups because data ingestion and model training are cloud‑based. Companies provide VPN access to secure flight data feeds and use collaboration tools like JupyterHub and Teams.
What career progression opportunities exist within this specialty?
Typical paths: Flight Data Analyst → Senior Analyst → Lead Data Scientist → Aviation Analytics Manager → Director of Flight Operations Analytics. Each step adds responsibility for cross‑functional projects, stakeholder management, and strategy.
What are the current industry trends shaping this career?
Regulators are mandating real‑time flight data reporting, driving demand for real‑time analytics. AI is being used to detect anomalies in ACARS packets, while satellite‑based telemetry is expanding to remote airports. Cloud‑native pipelines (AWS Athena, Azure Synapse) and edge‑computing on aircraft are also reshaping the field.

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