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 Accountant

Company: Saf-T-Gard International

Location: Northbrook, IL

Posted Oct 16, 2025

Bachelor’s degree in Accounting, Finance, or a related field (CPA or CPA-track preferred but not required). Prepare and analyze *financial statements* (balance…

Brand Marketing Manager

Company: Gibson Homewares

Location: Commerce, CA

Posted Oct 16, 2025

Lead influencer and social media marketing efforts. Manage packaging, samples, and trade show logistics. Directly manage brand relationships and partnerships.

Clinical Pharmacist

Company: VillageMD

Location: Austin, TX

Posted Oct 16, 2025

Active, unrestricted pharmacist license in the state of Texas required. Collaborate with prescribers, interdisciplinary care teams, patients and/or caregivers…

Data Scientist 2

Company: Day & Zimmermann

Location: Philadelphia, PA

Posted Oct 16, 2025

Communication & Visualization – Skilled at creating dashboards, data visualizations, and technical presentations to convey complex findings to technical and non…

MIG Welder / Fabricator

Company: Victory Truck Body

Location: Glassboro, NJ

Posted Oct 16, 2025

Welding certification considered a plus. Welding certification considered a plus. Must have experience using equipment common to the welding trade (e.g., MiG…

Controller

Company: Saf-T-Gard International

Location: Northbrook, IL

Posted Oct 16, 2025

Bachelor’s degree in Accounting, Finance, or a related field (CPA or CPA-track preferred but not required). Prepare and analyze *financial statements* (balance…

Carpenter

Company: San Jacinto College

Location: Pasadena, TX

Posted Oct 16, 2025

Maintain tools and equipment in good working condition. Install and repair, wood, VCT, carpet and linoleum flooring. Repair furniture, tables and chairs, etc.

Customer Service Representative

Company: Allstate Insurance

Location: Phoenix, AZ

Posted Oct 16, 2025

Perform data entry tasks accurately to maintain up-to-date customer records. Proficient in data entry with attention to detail and accuracy.

CNC LATHE MACHINIST

Company: MAH Machine Co., Inc.

Location: Cicero, IL

Posted Oct 16, 2025

We can offer innovative solutions and suggestions for improving product design and manufacturing as well as offer complete full-service project management.

eCommerce/Digital Manager

Company: Advantus Corp

Location: Jacksonville, FL

Posted Oct 16, 2025

Proficient in web analytics tools (e.g., Google Analytics) and e-commerce tracking tools. Bachelor’s degree in business, Marketing, E-Commerce, IT, or a related…

Ventilator Nurse RN Ventilator Dependent Care Unit

Company: Elevate Care Chicago North

Location: Chicago, IL

Posted Oct 16, 2025

Collaboration with Healthcare Team – Work closely with physicians, respiratory therapists, and other healthcare professionals to develop and implement care…

Cloud Solution Architect - Data & Analytics

Company: Microsoft

Location: Switzerland, FL

Posted Oct 16, 2025

You will apply technical knowledge to architect and design solutions that meet business and IT needs, create Data & Analytics roadmaps, drive Proof of Concepts…

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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