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.

Application Developer - AWS Cloud Full Stack

Company: IBM

Location: Multiple Cities

Posted Dec 09, 2025

The text describes a career in IBM Consulting, emphasizing collaboration with global clients, innovation in hybrid cloud and AI solutions, and professional growth opportunities. It highlights technical expertise requirements and the impact of strategic problem-solving in a supportive ecosystem.

Senior Java Developer

Company: IBM

Location: Vilnius, LT

Posted Dec 09, 2025

This text describes a career opportunity in IBM Consulting, emphasizing collaboration with global clients, technical expertise in cloud and AI, and professional growth through agile teams and innovative projects. It outlines required skills in Java, cloud platforms, and DevOps, while highlighting the impact of contributing to client success and technological advancement.

Technical Product Manager

Company: IBM

Location: Krakow, PL

Posted Dec 09, 2025

This job description outlines a Technical Product Manager role requiring 3+ years of product management experience or engineering/sales engineering background. The position involves bridging technical capabilities and market demands through collaboration with engineering, sales, and customer teams. Key responsibilities include product strategy development, market trend analysis, and cross-functional alignment. Preferred qualifications include a bachelor's degree, cloud platforms experience, and technical sales cycle knowledge.

Oracle Cloud Projects & Grants (PPM) Lead

Company: IBM

Location: Multiple Cities

Posted Dec 09, 2025

This text describes a job role in IBM Consulting focused on Oracle ERP Cloud project management, requiring expertise in hybrid cloud and AI solutions. It outlines responsibilities like configuring systems, conducting gap analysis, and leading client workshops, while emphasizing collaboration with global clients and adherence to project timelines.

Federal Associate Data Engineer

Company: IBM

Location: WASHINGTON, US

Posted Dec 09, 2025

This job posting highlights opportunities as an IBM Associate Data Scientist, emphasizing professional growth, collaboration with global clients, and impactful problem-solving using advanced technologies. It outlines technical requirements and career development prospects within IBM Consulting's Federal division.

Associate Package Consultants Intern 2026

Company: IBM

Location: Multiple Cities

Posted Dec 09, 2025

This text promotes IBM Consulting internships as opportunities for professional growth, innovation, and impactful career development through collaborative projects and mentorship programs.

System Services Representative - Nashville

Company: IBM

Location: No City, US

Posted Dec 09, 2025

This job posting describes a Systems Services Representative role in Nashville TN, requiring onsite installation/maintenance of IBM systems, technical education, and field-based travel. It outlines responsibilities, education requirements, and problem-solving skills needed for the position.

Internship Program - 2026 Colombia 1H

Company: IBM

Location: Multiple Cities

Posted Dec 09, 2025

IBM's internship program emphasizes collaboration, innovation, and career growth, offering opportunities to work on real projects and connect with a global community of interns and professionals.

Product Manager

Company: IBM

Location: Markham, CA

Posted Dec 09, 2025

Turbonomic's automation platform helps IT organizations improve efficiency by ensuring optimal resource allocation and policy compliance. The company seeks product managers with expertise in cloud and DevOps to drive innovation and meet stakeholder needs through strategic execution and data-driven decisions.

Associate Cyber Security Consultant - Toronto

Company: IBM

Location: Toronto, CA

Posted Dec 09, 2025

This text promotes IBM Consulting's career opportunities, emphasizing collaboration with global clients, innovation in cybersecurity, and professional growth through mentorship and technical development. It highlights the role's focus on solving complex challenges and leveraging technology for impactful outcomes.

Java Integration developer

Company: IBM

Location: Multiple Cities

Posted Dec 09, 2025

This role involves working with clients on hybrid cloud and AI projects, collaborating in innovation centers, and utilizing technologies like SpringBoot and Kafka to drive innovation and technical expertise.

Senior SAP MM consultant

Company: IBM

Location: Vilnius, LT

Posted Dec 09, 2025

This text describes a career in IBM Consulting, emphasizing collaboration with global clients, working on hybrid cloud and AI initiatives, and delivering technical expertise through SAP MM configurations. It outlines responsibilities like system integration, testing, training, and process optimization, along with required skills and education.

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