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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Senior Backend Engineer, User Platform - Java

Company: Canva

Location: Australia

Posted Dec 11, 2025

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Location: USA

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Company: IBM

Location: Toronto, CA

Posted Dec 11, 2025

This job description outlines a Senior Financial Analyst role at IBM Canada Consulting, requiring financial analysis, communication skills, and leadership expertise. Key responsibilities include forecasting, contract analysis, and supporting business units. Required qualifications include a bachelor's degree and analytical skills.

Commercial Account Executive - Acquisition

Company: Grafana Labs

Location: Spain

Posted Dec 11, 2025

Grafana Labs seeks a Commercial Account Executive in Spain with sales experience and technical background. Responsibilities include prospecting, closing deals, and managing the sales pipeline. Compensation includes a competitive OTE and RSUs.

Lifecycle Marketing Manager

Company: Shippo

Location: USA

Posted Dec 11, 2025

Shippo offers shipping solutions for ecommerce businesses, hiring a Lifecycle Marketing Manager with responsibilities in email campaigns and customer engagement, along with competitive benefits and flexible work arrangements.

Senior Manager - Accounts Receivable

Company: Aurora Solar

Location: Canada

Posted Dec 11, 2025

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Company: Welltech

Location: Spain,Cyprus

Posted Dec 11, 2025

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Staff Backend Software Engineer (User Platform)

Company: Canva

Location: Australia

Posted Dec 11, 2025

This job description highlights opportunities to work on high-performance backend systems, collaborate with teams, and contribute to scalable solutions for enterprise and education users. It emphasizes innovation, growth, and impactful projects within a dynamic environment.

FedRAMP Technical Services Specialist

Company: IBM

Location: Multiple Cities

Posted Dec 11, 2025

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Director of Product - Maps

Company: Mapbox

Location: USA

Posted Dec 11, 2025

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Company: Guidehouse

Location: USA

Posted Dec 11, 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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