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.

OneSource Technical Solution Architect

Company: IBM

Location: PETALING JAYA, MY

Posted Dec 09, 2025

The text describes a job role focused on business analysis, tax solutions, and IT process optimization within IBM's Finance and Order to Cash Systems. It outlines responsibilities including requirements gathering, system compliance, and technical training, while specifying educational and technical qualifications.

Entry Level Technical Content Professional 2026

Company: IBM

Location: Multiple Cities

Posted Dec 09, 2025

IBM seeks Technical Content Professionals to create and curate technical documentation, collaborate with cross-functional teams, and leverage AI for innovative solutions in a growth-oriented environment.

Quality Engineer - UAT

Company: IBM

Location: Bedford, CA

Posted Dec 09, 2025

The text describes a role in IBM Consulting focused on test automation, collaboration with clients, and technical expertise in hybrid cloud and AI. It outlines responsibilities like designing automation scripts, integrating with CI/CD pipelines, and contributing to best practices, emphasizing innovation and impactful work.

Security Specialist-Infrastructure Security

Company: IBM

Location: BANGALORE, IN

Posted Dec 09, 2025

The text describes a role at IBM Consulting involving technical expertise, cloud engineering, and system infrastructure. It outlines responsibilities, required skills, and educational qualifications for a position focused on innovation, reliability, and data-driven decision-making in a collaborative environment.

Team Leader - Package Specialist SCM SD

Company: IBM

Location: Napoli, IT

Posted Dec 09, 2025

This job description highlights opportunities to work in IBM's innovation centers, collaborate with industry experts, and drive technological innovation. The role emphasizes professional growth, technical expertise in SAP SD, and contributions to hybrid cloud and AI advancements for prominent clients.

Tech Support Intern 2026

Company: IBM

Location: Multiple Cities

Posted Dec 09, 2025

IBM Software Support is seeking passionate interns to join their Technical Support Engineering team, offering opportunities to gain hands-on experience, collaborate with experts, and contribute to client success. The role emphasizes problem-solving, customer satisfaction, and professional growth through AI tools and industry-leading support practices.

IBM Middleware Engineer (ACE / Kafka / MQ) – 24/7 Operations

Company: IBM

Location: Multiple Cities

Posted Dec 09, 2025

The role involves supporting mission-critical middleware systems with a focus on high availability and performance. It offers a collaborative environment with opportunities for career growth and impactful work.

Package Consultant-SAP HANA FIN CO

Company: IBM

Location: Kolkata, IN

Posted Dec 09, 2025

This job description outlines a role in IBM Consulting focused on SAP system configuration, technical consulting, and hybrid cloud/AI initiatives. It emphasizes collaboration with clients, technical expertise in SAP modules, and responsibilities like defect resolution and testing. Requirements include a bachelor's degree, 12+ years of SAP experience, and knowledge of financial instruments.

2026 Senior Data Scientist Intern - Corporate Development (M&A)

Company: IBM

Location: New York, US

Posted Dec 09, 2025

This text describes a Data Scientist internship role at IBM, focusing on transforming data into business value through AI and analytics. The position involves collaboration, problem-solving, and working with advanced technologies to drive enterprise performance and innovation.

Developer Intern 2026 - (Baton Rouge, LA)

Company: IBM

Location: BATON ROUGE, US

Posted Dec 09, 2025

This text promotes an IBM Consulting internship offering career growth, collaboration with global clients, technical skill development, and opportunities to work on innovative projects. It emphasizes a supportive culture, mentorship, and exposure to cutting-edge technologies while outlining requirements and work expectations.

Consultor(a) SAP EWM

Company: IBM

Location: Multiple Cities

Posted Dec 09, 2025

This job description outlines a SAP Consultant role at IBM Consulting, emphasizing technical expertise, client collaboration, and responsibilities in SAP EWM AMS support. It details required skills, educational background, and global teamwork expectations.

Security Specialist-Infrastructure Security

Company: IBM

Location: BANGALORE, IN

Posted Dec 09, 2025

This job description outlines a role at IBM Consulting involving technical expertise in cloud engineering, system infrastructure, and CDN technologies. Responsibilities include optimizing technical infrastructure, analyzing data for decision-making, and managing system reliability. Requirements include a bachelor's degree, cloud platform experience, and strong analytical skills.

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