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.

Infection Preventionist (LVN/RN)

Company: Lemon Grove Care & Rehabilitation Center

Location: Lemon Grove, CA

Posted Oct 22, 2025

You hold an *active LVN or RN license in California*. *Active LVN or RN license in California*. Exposure to infectious agents and clinical environments.

Security Officer - Auto Patrol

Company: Allied Universal

Location: Fremont, CA

Posted Oct 22, 2025

A valid driver's license will be required for driving positions only. Possession of a Guard Card or relevant license is preferred.

Lead Carpenter

Company: Perceval Guild

Location: Austin, TX

Posted Oct 22, 2025

This position is currently an independent contractor position, not a W2 employee, (however that is a possibility after 6 months). With team, subs, clients, etc.

Operations Technical Program Manager - Electronic Supply Chain, Project Kuiper

Company: Amazon Kuiper Manufacturing Enterprises LLC

Location: Bellevue, WA

Posted Oct 22, 2025

You might spend time in technical reviews with engineering teams to evaluate new design requirements, impact analysis/trade-offs or travel to supplier sites for…

Sr Category Manager, Blink

Company: Amazon.com Services LLC

Location: Bellevue, WA

Posted Oct 22, 2025

Manage and own the promotional strategy and planning across all channels including iteration, developing a bundling strategy, modeling, forecasting, and post-…

Unarmed Security Officer - Flex

Company: Prosegur

Location: Santa Clara, CA

Posted Oct 22, 2025

Clean driving record and valid driver license. Interact with clients, visitors, employees, and the public in a professional manner.

Product Specialist

Company: IRIS USA, Inc.

Location: Surprise, AZ

Posted Oct 22, 2025

Occasional exposure to the manufacturing and distribution plant consisting of moving mechanical parts or heavy machinery, vibrations, fumes, unpleasant odors,…

Director, Packaging Design, Amazon Devices

Company: Amazon.com Services LLC

Location: Seattle, WA

Posted Oct 22, 2025

Experience working with UX designers and engineering leads to develop packaging designs that are intuitive and fun. 15+ years of creative design experience.

Security Officer - Patrol Driver Clearance Required

Company: Allied Universal

Location: Sunnyvale, CA

Posted Oct 22, 2025

A valid driver's license will be required for driving positions only. A valid driver's license is required in accordance with Allied Universal driver policy…

Security Rover

Company: Regency Security Group

Location: San Jose, CA

Posted Oct 22, 2025

The ideal candidate will be responsible for maintaining a safe and secure environment for our clients, employees, and visitors.

Jr. Data Analyst (Legal Operations)

Company: Elite Legal Practice

Location: Las Vegas, NV

Posted Oct 22, 2025

Perform basic data entry, tagging, and classification of legal documents. Proficiency in computerized systems, databases, and document management tools.

Program Manager, Ring Customer Support Security

Company: Amazon.com Services LLC

Location: Hawthorne, CA

Posted Oct 22, 2025

You’ll interface with a diverse team of customer service agents, software, hardware, and network engineers, sales teams, security and privacy experts,…

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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