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.

GenAI Solutions Architect, AGS North America Startups

Company: Amazon Web Services, Inc.

Location: East Palo Alto, CA

Posted Oct 22, 2025

Develop startup specific technical content, such as blog posts, sample code and solutions, to assist customers solve technical problems and reduce time-to-…

Senior Marketing Manager - Portfolio Group

Company: Aramark

Location: Philadelphia, PA

Posted Oct 22, 2025

You?ll develop and activate scalable tools, training, and reporting systems, serving as a bridge between high-performing client accounts and internal teams.

Customer Care Specialist - I

Company: Forever Living Products International, LLC.

Location: Scottsdale, AZ

Posted Oct 22, 2025

Answers calls and responds to emails in a prompt and courteous manner reflecting a positive, friendly, warm telephone tone and persona.

Escrow Data Analyst (On-site)

Company: Newrez

Location: Houston, TX

Posted Oct 22, 2025

Partner with the business unit and/or management team to identify analytic needs and develop end to end process flows. Required knowledge, skills, and ability.

Operations Project Analyst

Company: Bank of America

Location: Jacksonville, FL

Posted Oct 22, 2025

Analyzes current state processes, operations, procedures, and workflows and discovers pain points to develop approaches for potential solutions, including…

Financial Analyst

Company: Africatown Community Land Trust

Location: Seattle, WA

Posted Oct 22, 2025

Conduct risk assessment and assist in the development of risk mitigation strategies. Prepare detailed financial reports, including profit and loss statements,…

Asset & Wealth Management - Software Engineer - Associate - Dallas

Company: Goldman Sachs

Location: Dallas, TX

Posted Oct 22, 2025

Candidates will work directly with a variety of stakeholders, including the products organization/team, UX & visual design team and various engineering teams…

Industry Account Based Marketing Manager , AWS Industry Product Marketing

Company: Amazon Web Services, Inc.

Location: New York, NY

Posted Oct 22, 2025

Partner with regional marketing teams to ensure ABM programs complement broader field marketing efforts. Experience driving direction and alignment with large…

Applied Scientist III, Next Gen Developer Experience

Company: Amazon Development Center U.S., Inc.

Location: Santa Clara, CA

Posted Oct 22, 2025

You will invent, implement, and deploy state-of-the-art machine learning and automated reasoning algorithms and systems. Amazon is a total compensation company.

Journeyman Plumber

Company: The University of Texas at Austin Facilities Services

Location: Austin, TX

Posted Oct 22, 2025

This job requires a class "C" operator's driver's license. Texas Class "C" driver's license or ability to obtain one 30 days after becoming a Texas resident.

Senior Worldwide Specialist Solutions Architect, Containers

Company: Amazon Web Services, Inc.

Location: New York, NY

Posted Oct 22, 2025

This includes acting as a strategic technical leader in the field to provide architectural guidance and recommendations necessary to promote & accelerate…

Field Technician (Mechanic) (Pump, Power & HVAC)

Company: EquipmentShare

Location: Newark, CA

Posted Oct 22, 2025

Valid driver's license with acceptable driving record. As a field technician, you'll use our tech to create, assign, and monitor work orders, track machine…

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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