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.

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Location: Multiple Cities

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Company: IBM

Location: Riyadh, SA

Posted Dec 04, 2025

The text describes the role of a Functional Consultant and Solution Architect for SAP Central Finance at IBM Consulting. It outlines the key responsibilities, which include functional solution design and configuration, requirements elicitation and process alignment, implementation leadership and quality assurance, and consulting and stakeholder management. The role requires a bachelor's degree, preferably a master's degree, and extensive experience in SAP Finance consulting and SAP S4HANA Central Finance implementations.

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Company: IBM

Location: Ehningen, DE

Posted Dec 04, 2025

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Location: Mumbai, IN

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Location: MADRID, ES

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Salesforce Technical Architect - Public Sector (State and Local Govt)

Company: IBM

Location: No City, US

Posted Dec 04, 2025

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Company: IBM

Location: Riyadh, SA

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Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

IBM Consulting offers a career rooted in long-term relationships and collaboration with global clients. Interns can enhance their knowledge, gain professional experience, and build a compelling portfolio by working on client projects. The company prioritizes continuous learning, skill development, and personal growth within a culture of coaching and mentorship.

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Company: IBM

Location: BANGALORE, IN

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Company: IBM

Location: Multiple Cities

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Company: IBM

Location: Mumbai, IN

Posted Dec 04, 2025

The text describes a career in IBM Consulting, highlighting the importance of long-term relationships, collaboration, and innovation. It emphasizes the need for strong communication skills, security knowledge, and experience in incident response and threat intelligence. The role involves monitoring security alerts, leading incident response, conducting investigations, and staying updated on cyber threats.

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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