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 Data Analyst

Company: Northern Trust Corp.

Location: Chicago, IL

Posted Oct 16, 2025

Collaborate with team members to design and implement data solutions to support business goals and outcomes. Provide insights and subject matter expertise based…

Armed Security Officers (PH) - Houston, TX

Company: Sunstates Security

Location: Houston, TX

Posted Oct 16, 2025

May perform reception duties to greet and check in visitors, operate the switchboard, and answer telephone calls during or after hours, take messages, answer…

Luxury Retail Security Flex Officers

Company: St. Moritz Security Services

Location: Las Vegas, NV

Posted Oct 16, 2025

May require a current state driver’s license, clean driving record as determined by SMSSI, and the ability to safely operate motor vehicle, golf cart, and/or…

Plumbing Installer

Company: Lee's Air, Plumbing & Heating

Location: Las Vegas, NV

Posted Oct 16, 2025

Utilize hand tools and power tools effectively for various installation tasks. Strong mechanical knowledge with the ability to operate various tools safely.

Security Officer- Temple Hospital

Company: Allied Universal

Location: Philadelphia, PA

Posted Oct 16, 2025

A valid driver's license will be required for driving positions only. As a condition of employment, applicants will be subject to a background investigation in…

Emergency Service Carpenter

Company: McBride Construction Resources

Location: Burien, WA

Posted Oct 16, 2025

*Licenses & Certifications:* Valid driver’s license required; OSHA 10 or similar safety certification is a plus. _*Be the First on the Scene.

Lead Full Stack Developer (Hybrid)

Company: Scrapbook.com

Location: Gilbert, AZ

Posted Oct 16, 2025

*A collaborative communicator* who clearly and effectively communicates with technical and non-technical stakeholders across departments.

Forward Deployed AI Engineer-Palantir Foundry-Senior Associate

Company: PRICE WATERHOUSE COOPERS

Location: San Antonio, TX

Posted Oct 16, 2025

At PwC, our people in data and analytics engineering focus on leveraging advanced technologies and techniques to design and develop robust data solutions for…

Clinical Pharmacist (Community Care)

Company: US Veterans Health Administration

Location: Hines, IL

Posted Oct 16, 2025

The Community Care pharmacist be involved in the independent professional practice of pharmacy in accordance with the guidance set forth in Pharmacy Service and…

Data Analyst - Commercial Marketing Data & Analytics

Company: Microsoft

Location: Redmond, WA

Posted Oct 16, 2025

Master's Degree in Mathematics, Analytics, Data Science, Engineering, Computer Science, Business, Economics or related field AND 2+ years experience in data…

Forward Deployed AI Engineer-Palantir Foundry-Senior Associate

Company: PRICE WATERHOUSE COOPERS

Location: Jacksonville, FL

Posted Oct 16, 2025

At PwC, our people in data and analytics engineering focus on leveraging advanced technologies and techniques to design and develop robust data solutions for…

Custodian

Company: Austin Independent School District

Location: Austin, TX

Posted Oct 16, 2025

Entry areas, main entrance of buildings, and playground entry areas. Vacuum, carpet extractor, small hand tools; small power tools.

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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