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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Posted Dec 09, 2025

The text describes an internship opportunity at IBM Consulting, emphasizing career growth, hands-on experience with cutting-edge technologies, and professional development. It highlights collaboration with industry leaders, skill-building through diverse projects, and a supportive learning environment. Requirements include academic qualifications, technical expertise, and adaptability in a fast-paced consulting environment.

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Location: San Jose, US

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Location: WASHINGTON, US

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Location: Dublin, IE

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This job description outlines a Product Manager role focused on demo system setup, synthetic data creation, and technical sales support. Key responsibilities include collaborating with cross-functional teams, maintaining scalable environments, and aligning datasets with customer use cases. Required skills involve cloud infrastructure knowledge, synthetic data tools, and cross-functional collaboration abilities.

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Location: PETALING JAYA, MY

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Location: BUDAPEST, HU

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Company: IBM

Location: Kolkata, IN

Posted Dec 09, 2025

This text describes a career in IBM Consulting, emphasizing collaboration with global clients, innovation in hybrid cloud and AI, and opportunities to drive technological adoption. It outlines responsibilities involving technical expertise, client solutions, and project delivery, along with required qualifications like Workday HCM certification and experience in talent performance modules.

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Company: IBM

Location: Krakow, PL

Posted Dec 09, 2025

The role involves developing a data observability platform using cutting-edge technologies, collaborating on SaaS solutions, and contributing to impactful projects with a focus on innovation and high engineering standards.

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Location: QUEZON CITY, PH

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Company: IBM

Location: Multiple Cities

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IBM Software Support seeks passionate engineers to join their team, offering opportunities to work with AI tools, global support, and customer satisfaction initiatives. The role involves problem-solving, collaboration, and contributing to client success through technical expertise and knowledge sharing.

Associate SAP Package Specialist - Entry Level (Baton Rouge, LA)

Company: IBM

Location: BATON ROUGE, US

Posted Dec 09, 2025

The text promotes IBM Consulting's Associate Program, emphasizing career growth, global client collaboration, technical expertise development, and opportunities to work with innovative companies. It highlights professional development, mentorship, and the role's focus on solving complex challenges through technology and consulting expertise.

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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