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 Roofing Technician

Company: Marlin Construction, LLC

Location: Houston, TX

Posted Oct 14, 2025

Good workmanship of repairs and maintenance performed in the field. The ideal candidate will have expertise in various construction tasks and possess a strong…

Welder/Assembler

Company: Sencillo

Location: Huntingdon Valley, PA

Posted Oct 14, 2025

Welding certification or technical training a plus. Prior experience in mechanical or electrical assembly within a manufacturing environment preferred.

Information Assurance & Data Security Analyst - COTWA

Company: NavitsPartners

Location: Browns Point, WA

Posted Oct 14, 2025

Familiarity with SIEM tools and security monitoring processes. The Information Assurance & Data Security Analyst focuses on protecting data assets through…

Registered Nurse- (7a-7p)

Company: Vivo Healthcare Normandy

Location: Jacksonville, FL

Posted Oct 14, 2025

Must possess a current, unencumbered, active license to practice as a Licensed Nurse in this state. Ensure that direct nursing care be provided by a licensed…

Landscape Foreman / Laborer

Company: Finelli & Son Landscaping

Location: Parsippany-Troy Hills, NJ

Posted Oct 14, 2025

- A valid, clean drivers license is a plus but not necessary!*. Lawn maintenance, Spring/ Fall clean ups, grass cutting, plantings, shrub trimming, mulching,…

Staff Accountant

Company: Integra Healthcare Equipment

Location: Elmhurst, IL

Posted Oct 14, 2025

File state sales and property taxes. Completes and verifies bank, credit card, and loan transactions and reconciliations. This job is in office full-time M-F.

Registered Nurse

Company: Oak Street Health

Location: Philadelphia, PA

Posted Oct 14, 2025

Active Registered Nurse (RN) Licensure in good standing with the applicable state. Qualified applicants with arrest or conviction records will be considered for…

Systems Security Analyst

Company: Global Gaming Solutions, LLC

Location: Grand Prairie, TX

Posted Oct 14, 2025

The Security Analyst works closely with the Network, Applications, and System IT teams to develop and implement security strategies aligned with organizational…

Lead Accountant

Company: Media All Stars

Location: San Diego, CA

Posted Oct 14, 2025

Bachelor's degree in Accounting, Finance, or a related field; CPA certification is preferred. Prepare and file federal, state, and local tax returns for…

Production Associate (2pm-10:30pm)

Company: The Clorox Company

Location: Houston, TX

Posted Oct 14, 2025

Perform monthly safety observations of employees, temporaries, and contractor. Preferred prior work experience in a manufacturing/distribution environment, with…

Assistant Controller (Hotel)

Company: Phoenix Hospitality Group

Location: San Antonio, TX

Posted Oct 14, 2025

Generate documents and tools to the field such as labor and statistic data, expense control tools, issuing banks, ect. Assist in the annual budget process.

Project Manager

Company: CareView Communications, Inc.

Location: Lewisville, TX

Posted Oct 14, 2025

Schedule and conduct the project’s kickoff call, weekly clinical and technical implementation calls, and go-live. Strong working knowledge of Microsoft Office.

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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