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.

Supply Analyst - (LTB coordinator)

Company: IBM

Location: GUADALAJARA, MX

Posted Dec 04, 2025

The position is part of the Supply Assurance Organization. The role involves reviewing and analyzing End Of Life notifications from suppliers and working with various teams to make decisions and complete tasks. A Bachelor's degree in Industrial Engineering, International Business, Business Administration or related fields is required, along with strong analytical skills and SAP knowledge.

AI Architect (m/w/d)

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

The text highlights IBM Consulting's career opportunities focusing on innovation, collaboration with global clients, and professional growth. It emphasizes roles in AI and hybrid cloud solutions, technical expertise, and a culture of continuous learning and impactful problem-solving.

Federal Data Engineering Co-Op: 2026

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

IBM Consulting offers a career rooted in long-term relationships and collaboration with global clients. The role involves working on client projects, enhancing knowledge, and gaining professional experience. The company prioritizes continuous learning, skill development, and personal growth within a culture of coaching and mentorship.

Java Developer - Leicester

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

IBM CIC offers a career with opportunities to work with leading professionals, deliver solutions using latest technology, and focus on skills in demand. The company provides training, promotion opportunities, diversity and inclusion, recognition programs, and benefits like flexible working and pension plans. The role requires leadership, mentorship, technical expertise in Java and web technologies, and experience with Agile methodologies and cloud platforms.

Cyber Security Consultant - Data/Application Security

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

IBM CIC offers a career with opportunities to work with leading professionals, deliver effective solutions, and drive business change using the latest technology platforms. The company values curiosity, continuous learning, and diversity, providing training, promotion opportunities, feedback, and a supportive work-life balance culture.

Infrastructure

Company: IBM

Location: Cheltenham, GB

Posted Dec 04, 2025

IBM CIC offers a career with opportunities to work with visionaries across industries, improve hybrid cloud and AI, and make meaningful change for clients. The company provides training, promotion opportunities, diversity and inclusion, work-life balance, and traditional benefits. They seek a Java Engineer to lead projects, mentor junior engineers, and shape technical direction.

Associate Security Consultant 2026

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

IBM Consulting offers a program for university hires to work with diverse clients worldwide. The role involves collecting and analyzing requirements, designing solutions, and implementing advanced security solutions. The company focuses on professional development, continuous learning, and career growth in a culture of coaching and empathy.

Internship: Developer .NET

Company: IBM

Location: Mexico City, MX

Posted Dec 04, 2025

The text describes a career opportunity at IBM Consulting, highlighting the benefits of working with clients globally, gaining experience through client projects, and the company's focus on continuous learning and personal growth. It also outlines the required and preferred education and technical skills for the internship role.

SOC Analyst

Company: IBM

Location: Hursley, GB

Posted Dec 04, 2025

IBM CIC offers a career with opportunities to work with leading professionals, deliver effective solutions, and drive meaningful business change for clients using the latest technology platforms. The company values curiosity, continuous learning, diversity, and inclusion, and provides training, promotion opportunities, feedback, and benefits to support employee growth and work-life balance.

Package Consultant-Workday Absence, Time Tracking, Payroll

Company: IBM

Location: BANGALORE, IN

Posted Dec 04, 2025

The text describes a career opportunity at IBM Consulting, focusing on working with clients globally to improve hybrid cloud and AI solutions. The role involves supporting infrastructure for various industries and requires experience in Workday implementation and certification.

Engineering Manager - HashiCorp InfraGraph, Graph Engine Team

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

The text describes a career opportunity at IBM Software, focusing on a role as an Engineering Manager for the Graph Engine Team. This team is responsible for building a new resource graph system to model, connect, and query infrastructure resources, applications, services, and ownership. The role involves providing direction, setting expectations, ensuring delivery and operational health, guiding technical tradeoffs, participating in on-call rotations, partnering with cross-functional leaders, fostering diversity and inclusion, and helping engineers grow their skills and careers.

SAP Success Factors EC Design Lead Role

Company: IBM

Location: Bucharest, RO

Posted Dec 04, 2025

The text describes a career opportunity at IBM Consulting, focusing on a role as an SAP Success Factors EC Design Lead and Subject Matter Expert. The position involves leading the design, implementation, and management of SAP Success Factors solutions, collaborating with stakeholders, and providing technical expertise to clients worldwide.

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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