Analyze Messages Obtained During Flight Jobs

665,351 open positions · Updated daily

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 Auditor (Non-Profit experience)

Company: SST Accountants & Consultants

Location: Dallas, TX

Posted Oct 20, 2025

Audit Seniors conduct field audit engagements, perform complex accounting and auditing of client financial statements and transactions and interact with clients…

Carpenter / Remodeling Craftsman

Company: Forge and Oak Design Build

Location: Arlington Heights, IL

Posted Oct 19, 2025

Reliable transportation and your own hand tools. Reading drawings, taking measurements, and planning ahead and offer input during estimation phase.

Software Development Engineer

Company: Apple

Location: Cupertino, CA

Posted Oct 19, 2025

Work with the software engineering tasks across multiple domain areas machine learning projects involving state of the art modeling techniques.

Data Scientist

Company: Apple

Location: Dallas, TX

Posted Oct 19, 2025

Utilizing programming languages Python, PySpark, SQL, and R to build and develop data platforms. Utilizing data science to build and derive insights from data,…

Licensed Master Plumber

Company: MCG Development LLC

Location: Dallas, TX

Posted Oct 19, 2025

Valid commercial driving license is preferred for transportation of materials to job sites. The Plumber will be responsible for interpreting blueprints and…

Junior Electrical Estimator (Will Train an Electrician!)

Company: Regent5

Location: San Carlos, CA

Posted Oct 19, 2025

Strong knowledge of electrical (NEC), construction, and cost analysis. A field electrician or Journeyman looking to get into estimating!

Regional Kitchen Manager

Company: Pura Vida Miami

Location: Los Angeles, CA

Posted Oct 19, 2025

Ensure compliance with local, state, and federal food handling standards. Local/municipal requirements, such as Food Handler certification.

HVAC Service Technician

Company: GMI Mechanical

Location: Oak Lawn, IL

Posted Oct 19, 2025

Valid driver's license with a clean driving record is required for field service responsibilities. Conduct field service calls to assess and resolve customer…

Registered Nurse Labor and Delivery Baby Catcher

Company: Methodist Children's Hospital

Location: San Antonio, TX

Posted Oct 19, 2025

Education assistance (tuition, student loan, certification support, dependent scholarships). Minimum of six (6) months of clinical experience as a licensed…

DevSecOps Engineer

Company: BOOZ, ALLEN & HAMILTON, INC.

Location: San Diego, CA

Posted Oct 19, 2025

Ability to work as a technical lead or senior engineer responsible for driving integration strategies and troubleshooting complex system interactions.

Teacher - Reading

Company: Duval County Public Schools

Location: Jacksonville, FL

Posted Oct 19, 2025

Assists the administration in implementing all policies and/or rules governing student life and conduct and, for the classroom, develops reasonable rules of…

Data Scientist

Company: Apple

Location: Culver City, CA

Posted Oct 19, 2025

Statistical analysis includes rigorously investigating viewership behavior and its correlation to subscription actions, identification of the key touchpoints in…

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.

Related Pages