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-DevOps

Company: IBM

Location: Mysore, IN

Posted Dec 04, 2025

The text describes a career opportunity at IBM Consulting, highlighting the company's global presence, collaboration with clients, and focus on hybrid cloud and AI. The role involves designing and developing mobile solutions, automating deployment processes using Ansible, and staying up-to-date with the latest technologies. A bachelor's degree is required, while a master's degree is preferred. Technical expertise in Ansible, Unix/Linux, scripting tools, and the Windows ecosystem is essential.

Software Developer - Rust Developer

Company: IBM

Location: Mulhuddart, IE

Posted Dec 04, 2025

IBM seeks a Rust Developer to optimize performance-critical components, design high-performance microservices, and collaborate on cross-platform solutions within a dynamic team environment.

Application Developer-Java & Web Technologies

Company: IBM

Location: Shenyang, CN

Posted Dec 04, 2025

IBM Consulting offers a career rooted in long-term relationships and collaboration with global clients. As a Software Developer, you'll work on hybrid cloud and AI projects using cutting-edge technologies. The role involves analytical problem-solving, comprehensive engagement across process phases, and strategic stakeholder engagement to drive innovative solutions.

Software Development Manager

Company: IBM

Location: Kochi, IN

Posted Dec 04, 2025

The text describes a career opportunity at IBM Software, focusing on a role as a Software Development Manager. The position involves managing software development, enhancing product experiences, and scaling team capabilities. The role requires expertise in software development, team management, strategic partnerships, and technical direction. The company values innovation, continuous improvement, and collaboration with product teams.

Senior Python Developer

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

The text describes a software developer role in IBM Consulting, focusing on writing efficient, secure, reusable, and testable Python code integrated into a CI/CD pipeline. The role involves collaborating with cross-functional teams, participating in code reviews, and documenting code. The developer will work on hybrid cloud and AI projects using the latest technologies.

Programa de Pasantías - Desarrollo de Software

Company: IBM

Location: Bogota, CO

Posted Dec 04, 2025

The text describes an internship program at IBM Consulting where the intern will work as an Application Developer Intern. The intern will receive training in various technical skills and work on a variety of technology projects. The program requires the intern to complete training, participate in virtual or face-to-face spaces, be agile with a design mindset, complete user stories, propose best practices, comply with policies, and document work.

Oracle Cloud Projects & Grants (PPM) Lead

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

The text describes a career opportunity at IBM Consulting, focusing on providing subject matter expertise in Oracle Cloud ERP Project Portfolio Management (PPM) modules. The role involves leading functional tracks, providing solutions based on accounting principles, engaging with clients, conducting gap analysis, configuring Cloud PPM, migrating financial data, developing testing scenarios, facilitating knowledge transfer, and executing project work based on defined processes and methodologies.

Storage Product management - Go-To-Market

Company: IBM

Location: GUADALAJARA, MX

Posted Dec 04, 2025

The text describes the role and responsibilities of a GoToMarket product manager for IBM Storage. The position involves collaborating with sales and technical teams to develop client proposals, analyze requirements, support product positioning, contribute to marketing campaigns, track pipeline activities, and participate in enablement sessions. The role requires a bachelor's degree, strong communication skills, basic understanding of IT infrastructure, analytical mindset, proficiency in tools like Excel and PowerPoint, and familiarity with enterprise storage technologies.

Associate Business Analyst - Entry Level

Company: IBM

Location: Bedford, CA

Posted Dec 04, 2025

The text describes a Business Transformation Consultant role at IBM, focusing on driving large-scale change across business units and geographies. The role involves working in IBM Consulting Client Innovation Centers, collaborating with stakeholders, and providing industry-leading solutions. Required skills include analytical problem-solving, Agile methodologies, communication, and experience in banking, financial services, or healthcare.

zSecure assembler backend developer

Company: IBM

Location: Leiden, NL

Posted Dec 04, 2025

IBM is seeking an experienced zOS Security Software Developer for their software lab in Delft, Netherlands. The role involves developing the IBM zSecure portfolio, which adds security assurance layers to IBM Z hardware and software. The position requires expertise in zOS, zVM, and security software like RACF, ACF2, and Top Secret. The team is expanding to web-based capabilities and supporting a mixed on-prem/cloud environment.

Financial Analyst (Mandarin / Japanese Bilingual)

Company: IBM

Location: PETALING JAYA, MY

Posted Dec 04, 2025

The text is a job description for a Business Planning Analyst role at IBM Malaysia. It highlights the responsibilities, required skills, and qualifications for the position, emphasizing the importance of financial analysis, collaboration, and strategic decision-making.

Experience Strategy and Design Lead

Company: IBM

Location: Multiple Cities

Posted Dec 04, 2025

IBM's Experience Strategy & Design global offering seeks an accomplished Experience Design Consultant to help clients identify, envision, and execute AI experiences that drive exceptional user experiences and business outcomes. The role involves generating actionable insights, developing persuasive POVs, pioneering ways to design with AI, supporting early-stage opportunities, and supplementing markets with strategic skills. The ideal candidate should have at least 10 years of experience in customer/employee experience strategy and design, proficiency in human-centered design methodologies, and strong interpersonal communication 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