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.

Commercial Plumber

Company: Texas Staffing Solutions

Location: San Antonio, TX

Posted Oct 03, 2025

Willingness to learn new and develop existing skills. Use plumbing tools and equipment safely. Assist with the installation, repair, and maintenance of plumbing…

Security Officer - Variable Shifts

Company: GardaWorld Security Services U.S.

Location: Sunnyvale, CA

Posted Oct 03, 2025

You have valid CA. driver license and clean driving record. You have a state security license and additional 32hr. Uniform provided at no cost.

Swing Security Officer

Company: GardaWorld Security Services U.S.

Location: Santa Monica, CA

Posted Oct 03, 2025

You have a state security license (BSIS Guard Card) and additional 32hr BSIS security trainings (Additional security trainings can be obtained during the hiring…

Surveillance Dispatch - Security Officer

Company: GardaWorld Security Services U.S.

Location: Channelview, TX

Posted Oct 03, 2025

Multitasking, answering calls, and running CCTV reports. Must have a valid Drivers license. Control access to secure areas and verify the identities of visitors…

Journeyman Plumber

Company: OnPoint Mechanical, LLC

Location: Houston, TX

Posted Oct 03, 2025

Must have a Texas Journeymen plumbing license. Must be able to utilize sink and sewer machines, and hydro-jets, troubleshoot complex situations, repair water,…

SITE SUPERVISOR

Company: GuardTexas

Location: Dallas, TX

Posted Oct 03, 2025

Presence of spare tire and jack, company decals with state license number. Ensure all officers are in proper uniform, meet grooming standards, and possess a…

Senior Accountant

Company: Forward Air

Location: Dallas, TX

Posted Oct 03, 2025

Certification: Certified Public Accountant (CPA) certification preferred. They collaborate with accounting leadership and stakeholders from different…

Data Analyst

Company: DataArt

Location: Dallas, TX

Posted Oct 03, 2025

In this role, you will work closely with data engineering and leadership teams to analyze complex data sets, develop dashboards, and identify key cost drivers.

Security Flex Officer - Retail

Company: GardaWorld Security Services U.S.

Location: Las Vegas, NV

Posted Oct 03, 2025

You have a DL and clean driving record. A comprehensive benefits package including medical, dental, and vision insurance plans, a 401(k)-retirement savings plan…

Security Guard - Events Team

Company: GardaWorld Security Services U.S.

Location: Sunnyvale, CA

Posted Oct 03, 2025

You have valid CA. driver license and clean driving record. You have a state security license and additional 32hr. Uniform provided at no cost.

Welder/Fabricator

Company: Alamo City Custom Welding & Construction

Location: San Antonio, TX

Posted Oct 03, 2025

You must have a valid TX driver's license and valid liability auto insurance. We do not travel out of state and arrangements will be discussed as the needs…

Staff Accountant

Company: Forward Air

Location: Dallas, TX

Posted Oct 03, 2025

Education: Bachelor’s degree in accounting from an accredited college or university. Prepare weekly reporting for assigned client groups.

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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