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.

Data Scientist – Customer Support Analytics

Company: Azaaki LLC

Location: Sunnyvale, CA

Posted Oct 03, 2025

*5+ years’ experience* in analytics/data science/product analytics (no upper limit). Apply statistical modeling & translate insights for non-technical partners.

Event Security - Super Bowl LX Events - OVERNIGHT

Company: Allied Universal® Event Services

Location: Santa Clara, CA

Posted Oct 03, 2025

$27 /hr (with active CA state security license) *. Screen guests during entry via bag searching, hand wand or metal detector, and ID verification.

Middle School Math Instructor (TX Teacher Licensure Support Provided)

Company: University Instructors, LLC

Location: Sunset Valley, TX

Posted Oct 03, 2025

\*\*Candidates that hold a bachelor’s degree from a regionally accredited institution in ANY field to be eligible to take part in this opportunity.

Data Scientist - Fiber

Company: T-Mobile USA, Inc.

Location: Bellevue, WA

Posted Oct 03, 2025

Bachelor’s Degree in a quantitative field such as Math, Statistics, Computer Science, Physics, or Engineering is required.

Systems Analyst 3

Company: Cayuse Holdings

Location: Austin, TX

Posted Oct 03, 2025

Bachelor's degree in data science, Computer Science, Information Systems, Business Analytics, or a related field. Must be able to pass a background check.

Data and BI Analyst I

Company: Edward Jones

Location: Tempe, AZ

Posted Oct 03, 2025

Skills related to risk assessment and management including evaluating design of controls, conducting impact assessments, identifying control gaps, and…

Data Operations Analyst (2 Positions)

Company: Glendale Community College

Location: Glendale, CA

Posted Oct 03, 2025

Bachelor's degree from an accredited college or university with a major in computer science, management information systems, business analytics, public or…

SR Director, Growth Marketing & Analytics

Company: PRISM Vision Group

Location: New Providence, NJ

Posted Oct 03, 2025

Oversee the company’s digital marketing efforts, inclusive of website strategy (SEO, content, and conversion optimization) and paid media.

Sr. Metal Decorator Technician

Company: Vulcan Packaging

Location: Austin, TX

Posted Oct 03, 2025

Strong mechanical aptitude; confident with both hand and power tools. Forklift/scissor lift certification a plus. Can Making: 5 years (Required).

Senior Business Intelligence / Data Visualization Engineer

Company: Apple

Location: Austin, TX

Posted Oct 03, 2025

Familiarity with data engineering tools and concepts, data pipeline development, data model design, and aggregation strategies, in support of responsive and…

Software Engineer

Company: Carisk Partners, Inc.

Location: Jacksonville, FL

Posted Oct 03, 2025

Update job knowledge by studying state-of-the-art development tools, programming techniques, and computing equipment; participating in educational opportunities…

Senior Systems Analyst (Cybersecurity Engineering)

Company: Titanium Cobra Solutions

Location: San Diego, CA

Posted Oct 03, 2025

Manage and address trouble calls. Provide technical comments, questions, and recommendations to address risks related to cybersecurity.

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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