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.

Oracle Fusion PLM Cloud Architect

Company: Advantage Technical

Location: Phoenix, AZ

Posted Oct 20, 2025

Lead/drive Oracle Fusion PLM Cloud Modules (with focus on Innovation Management, Product Development/Data Hub, Oracle Project Cloud) functional design,…

Junior Electrical Estimator (Will Train an Electrician!)

Company: Premier Technology Group

Location: Houston, TX

Posted Oct 20, 2025

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

Business Analyst

Company: Liquid Technologies

Location: Houston, TX

Posted Oct 20, 2025

Conduct system analysis to ensure alignment between business objectives and technical solutions. Strong understanding of business process design and system…

PRN Pharmacist

Company: NPS Pharmacy

Location: Dallas, TX

Posted Oct 20, 2025

Pharmacist license in good standing in state of Texas. Answer incoming and outbound calls to patients, case managers, providers, insurance companies, etc.

Housekeeper

Company: Park Plaza Retirement Community

Location: Chicago, IL

Posted Oct 20, 2025

Adhere to safety protocols and best practices in janitorial duties to promote a safe environment for guests and staff.

Cybersecurity Analyst

Company: Columbia Consulting Group

Location: Chicago, IL

Posted Oct 20, 2025

Lead threat hunting and incident response activities using Microsoft XDR and SIEM tools. Collaborate with IT leadership and stakeholders to assess risk and…

Senior Site Analytics Analyst - Performance Planning

Company: Macy’s

Location: New York, NY

Posted Oct 20, 2025

Candidates with a bachelor’s degree or equivalent work experience in a related field are encouraged to apply. Present financial analysis and insights to senior…

Customer Care Associate I - (Limited Term)

Company: Las Vegas Valley Water District

Location: Las Vegas, NV

Posted Oct 20, 2025

They will be responsible for verifying customer account information, submit emergency and non- emergency requests for field service orders for meter repairs,…

Principal Platform Engineer – Data Ops Engineer

Company: DIRECTV

Location: El Segundo, CA

Posted Oct 20, 2025

In this role, you will work closely with data engineering, DevOps, security, and business teams to design and implement next-generation orchestration,…

Installation Field Engineer – (Dallas)

Company: CSF International

Location: Dallas, TX

Posted Oct 20, 2025

This role also performs installations, in-field part designs and surveys, job punch list items, and “post scope” audits to close out projects.

Coordinator, Marketing

Company: American Airlines

Location: Dallas, TX

Posted Oct 20, 2025

Ability to work with cross-functional groups and develop relationships with key stakeholders. Build Adobe dashboards to track marketing performance and develop…

Entry-Level HVAC Maintenance Tech

Company: Weather Engineers

Location: Jacksonville, FL

Posted Oct 20, 2025

Engage in tasks like cleaning drain lines, changing filters, and getting hands-on with moving and electrical components.

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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