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.

Software Engineer in Test (.Net)

Company: Quake Global, Inc.

Location: San Diego, CA

Posted Oct 10, 2025

Bachelor's degree in Computer Science, Engineering, or related field. Familiarity with basic testing concepts or testing tools is an advantage.

Compliance Testing / Data Mining Analyst

Company: Apple Bank for Savings

Location: New York, NY

Posted Oct 09, 2025

Collaborate with the internal Business Intelligence Group to generate high-quality data and reports for compliance monitoring and testing purposes; employ data…

Site Carpenter

Company: Vertical Solutions

Location: Jacksonville, FL

Posted Oct 09, 2025

WORK ENVIRONMENT // Work is performed at active construction sites and involves physical exertion including lifting, climbing, crouching, and use of tools.

Graphic Designer

Company: AXS

Location: Los Angeles, CA

Posted Oct 10, 2025

Strong graphic design portfolio demonstrating knowledge of presentation and information design, reflecting strong skills PowerPoint, Keynote, Google Slides and…

Part-time Custodian

Company: Mac Properties

Location: Chicago, IL

Posted Oct 10, 2025

Valid driver's license and vehicle. Ensure compliance with all federal, state and local laws, specifically Fair Housing regulations.

Intake Nurse (RN) - $10,000 Sign-on

Company: Quail Run Behavioral Health

Location: Phoenix, AZ

Posted Oct 10, 2025

Current license to practice nursing in Arizona or compact privileges (or eligible to receive or renew). Current CPR or BLS certification.

CHEF DE CUISINE, Husky Den

Company: University of Washington

Location: Seattle, WA

Posted Oct 09, 2025

Equivalent education/experience will substitute for all minimum qualifications except when there are legal requirements, such as a license/certification/…

Field Development Coordinator

Company: Precision Drilling Corporation

Location: Houston, TX

Posted Oct 09, 2025

The Field Development Coordinator is responsible for ensuring the effective administration and coordination of training programs for field employees.

Social Media and Marketing Manager

Company: Desert Orthopaedic Center

Location: Las Vegas, NV

Posted Oct 09, 2025

Familiarity with analytics tools like Google Analytics and social media insights. Bachelor's degree in Marketing, Communications, or a related field.

Woodworker

Company: Basile Studio

Location: San Diego, CA

Posted Oct 09, 2025

Ability to read and interpret blueprints, technical drawings, and project specifications. Formal education or certification in woodworking or carpentry (…

ASSOCIATE TEACHER

Company: Community Bridges

Location: Ben Lomond, CA

Posted Oct 09, 2025

The associate teacher oversees the environment in an assigned classroom, assuring child health and safety, helping to develop appropriate curriculum, and…

Groundskeeper/Cleaner

Company: HNN Communities

Location: Everett, WA

Posted Oct 09, 2025

Must have a valid driver's license. Inform appropriate supervisor(s) of any observed or potentially hazardous situations for residents, team members, and guests…

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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