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.

Senior Plumber

Company: Sodexo

Location: Haverford, PA

Posted Oct 17, 2025

Holds appropriate license/certification for the specific work to be done in the city and state in which the work will be done.

Kitchen Manager

Company: Benihana - San Diego

Location: San Diego, CA

Posted Oct 17, 2025

Inspire and develop chefs, cooks, and kitchen staff through hands-on leadership and coaching. If you reside in Arizona, California, Colorado, Illinois,…

Registered Nurse Freestanding Emergency Room

Company: St. David's Medical Center

Location: Austin, TX

Posted Oct 17, 2025

The Registered Nurse coordinates and delivers high quality, patient-centered care in accordance with the nature and specific requirements of the department, and…

Staff Accountant

Company: Confidential

Location: Phoenix, AZ

Posted Oct 17, 2025

Maintain accounting records by filing and indexing invoices, review open invoices weekly. Process non-PO invoices by verifying receipts, supporting…

Custodian

Company: Tower Mobility

Location: Los Angeles, CA

Posted Oct 17, 2025

Janitors play a vital part in creating a healthy and welcoming environment for all. Common areas, office, training room, hallways, and restrooms.

EDUCATIONAL TEACHER (CORRECTIONAL EDUCATION PROGRAM TEACHER)

Company: State of Arizona

Location: Goodyear, AZ

Posted Oct 17, 2025

Any employee operating a motor vehicle on State business must possess and retain a current, valid class-appropriate driver’s license, complete all required…

Individual Contractor - Data Analyst

Company: United Nations

Location: New York, NY

Posted Oct 17, 2025

Prepare user guidance materials, deliver training on updated data protocols and tools, and provide ongoing technical support to data entry focal points.

SEMI-SKILLED LABORER

Company: City of Houston, TX

Location: Houston, TX

Posted Oct 17, 2025

Must have a valid Texas Class C driver's license and comply with the City of Houston's policy on driving. If you need login assistance or technical support call…

Registered Nurse Neuro Med Surg

Company: St. David's Medical Center

Location: Austin, TX

Posted Oct 17, 2025

Current State of Texas Registered Nurse (RN) license or Compact Registered Nursing License. If Compact License Texas license must be obtained within 90 days of…

CARPENTER

Company: City of Houston, TX

Location: Houston, TX

Posted Oct 17, 2025

A valid Texas Driver's License and compliance with the City of Houston's policy on driving (AP 2-2). Ensure all repair and rebuild jobs are completed accurately…

Data Scientist, P3

Company: United Nations

Location: New York, NY

Posted Oct 17, 2025

Advanced university degree (Master’s degree or equivalent) in data science, computer science, information management, statistics, public administration, public…

CNC Machinist | $32+/hr | First Shift

Company: Helion Group

Location: Jacksonville, FL

Posted Oct 17, 2025

Operate hand tools, power tools, and welding equipment as necessary during the machining process. Ability to read and interpret technical drawings, blueprints,…

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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