Analyze Messages Obtained During Flight Jobs

665,068 open positions · Updated daily

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 Java developer

Company: IBM

Location: Multiple Cities

Posted Dec 09, 2025

This job description highlights a Software Developer role at IBM Consulting, focusing on hybrid cloud and AI solutions for innovative companies. The position emphasizes collaboration with global clients, technical expertise, and opportunities to work with cutting-edge technologies. Responsibilities include problem-solving, stakeholder engagement, and delivering high-performing applications.

Application Developer-Java & Web Technologies

Company: IBM

Location: BANGALORE, IN

Posted Dec 09, 2025

IBM Consulting offers a career focused on global client collaboration and innovation in hybrid cloud and AI. Roles involve developing high-performing solutions with cutting-edge technologies, emphasizing problem-solving and stakeholder engagement.

Project Manager - IT Financial Operations

Company: IBM

Location: Heredia, CR

Posted Dec 09, 2025

This job description highlights a role at IBM CIC involving project management, business process improvement, and collaboration with cross-functional teams. It emphasizes skills like organizational abilities, communication, and technical expertise in hybrid cloud and AI initiatives, while outlining requirements such as a bachelor's degree and PMP certification.

Package Consultant-SAP HANA FIN CO

Company: IBM

Location: Kolkata, IN

Posted Dec 09, 2025

This text describes a role in IBM Consulting involving collaboration with global clients, technical expertise in SAP systems, and responsibilities such as implementation, testing, and integration. It highlights opportunities for innovation and impact in hybrid cloud and AI projects.

Application Architect

Company: IBM

Location: Ottawa, CA

Posted Dec 09, 2025

This job description outlines the role of an Application Architect at IBM Consulting, emphasizing collaboration with clients, technical expertise in cloud and AI technologies, and requirements for education, clearances, and programming skills. It details responsibilities, preferred qualifications, and work environment expectations.

Java Full Stack developer

Company: IBM

Location: Multiple Cities

Posted Dec 09, 2025

This role involves working with clients on hybrid cloud and AI projects, requiring expertise in Java, Spring Boot, and other technologies. It offers opportunities to innovate and solve complex problems through strategic collaboration and technical expertise.

AI Application Architect

Company: IBM

Location: Multiple Cities

Posted Dec 09, 2025

The text describes a career in IBM Consulting focused on hybrid cloud and AI solutions, emphasizing collaboration with clients, innovative systems design, and expertise in data architecture. It outlines required skills in cloud platforms, machine learning, and generative AI, highlighting opportunities for impactful work with global clients.

Associate Application Consultant Co-op 2026

Company: IBM

Location: No City, US

Posted Dec 09, 2025

This text promotes IBM Consulting's career opportunities, emphasizing collaboration with global clients, professional growth, and impactful work in hybrid cloud and AI. It highlights skill development, mentorship, and potential for full-time roles, while outlining required and preferred qualifications for the position.

Application Developer-zOS

Company: IBM

Location: Kochi, IN

Posted Dec 09, 2025

This text describes a career in IBM Consulting focused on hybrid cloud and AI innovation through technical expertise and global collaboration. The role involves developing mainframe applications, working with clients, and contributing to strategic technology adoption in a professional environment.

IBM CISO - Cybersecurity Forensic Analyst

Company: IBM

Location: Austin, US

Posted Dec 09, 2025

The text describes IBM's Cybersecurity Incident Response Team (CSIRT) role in protecting internal and client systems from cyber threats. It outlines responsibilities like incident triage, threat analysis, and collaboration with security teams, along with required technical expertise and qualifications for cybersecurity analysts.

Package Consultant-SAP HANA FIN CO

Company: IBM

Location: Noida, IN

Posted Dec 09, 2025

This text describes a career in IBM Consulting, emphasizing collaboration with global clients, technical expertise in SAP systems, and opportunities to drive innovation in hybrid cloud and AI solutions. It outlines role responsibilities, required education, and technical skills needed for the position.

IBM Consulting Interns

Company: IBM

Location: QUEZON CITY, PH

Posted Dec 09, 2025

This internship offers professional growth, collaboration, and technical skills development in IBM Consulting, focusing on innovation and career advancement through global client projects and industry 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.

Related Pages