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.

Accounting Technologist

Company: IBM

Location: BUENOS AIRES, AR

Posted Dec 11, 2025

This job description seeks an Accounting Technologist with experience in data management, analysis, and visualization tools. The role involves transforming financial data, ensuring quality, and collaborating with stakeholders to deliver data-driven solutions. Required skills include SQL proficiency, scripting languages, and strong analytical abilities.

Procurement Sourcing Professional - Brasil

Company: IBM

Location: SÃO PAULO, BR

Posted Dec 11, 2025

The text describes a job opening for a Strategic Sourcing Professional in Latin America, outlining responsibilities such as developing procurement strategies, managing supplier relationships, and collaborating with cross-functional teams. It specifies required qualifications including language proficiency, educational background, and experience in procurement processes.

Consulting Account Executive, NYC/Philly

Company: IBM

Location: Multiple Cities

Posted Dec 11, 2025

This job description highlights a Consulting Account Executive role at IBM, emphasizing opportunities to lead in technology innovation, solve complex problems, and grow business through collaboration with clients and partners. The position requires expertise in data analytics, strong communication skills, and a track record in sales, with integration into IBM's organization post-acquisition.

SAP S/4HANA Order-to-Cash Consultant

Company: IBM

Location: Zagreb, HR

Posted Dec 11, 2025

This text describes a managing consultant role at IBM Consulting, emphasizing collaboration with global clients, leadership in SAP solutions, career growth opportunities, and professional development. It highlights required expertise in SAP implementation, agile methodologies, and cross-functional teamwork, while presenting the role as impactful and intellectually stimulating.

Business Analyst - ADM

Company: IBM

Location: Roma, IT

Posted Dec 11, 2025

This text promotes an IBM Consulting career emphasizing innovation, collaboration, and growth opportunities. It highlights working with global clients, leveraging technology platforms, and fostering creativity through continuous learning. The role involves business analysis, project management, and technical expertise in IT solutions.

Quality Engineer-FullStack

Company: IBM

Location: Multiple Cities

Posted Dec 11, 2025

This text describes a Full Stack Tester role with responsibilities spanning test strategy development, automation, collaboration with cross-functional teams, and technical requirements including tools like Jira, Selenium, and CI/CD pipelines. It emphasizes both functional and non-functional testing across frontend/backend layers.

Principal Engineer - HashiCorp Terraform Core Platform and Providers

Company: IBM

Location: Multiple Cities

Posted Dec 11, 2025

This text describes a senior technical leadership role at IBM focused on shaping Terraform's core functionality and provider ecosystem. The position emphasizes strategic direction, architectural guidance, and execution quality in developing cloud-native solutions. It highlights collaboration with cross-functional teams, technical expertise in distributed systems, and leadership in defining technical standards for millions of users.

Record to Report Analyst

Company: IBM

Location: Heredia, CR

Posted Dec 11, 2025

This job description highlights a role in IBM Consulting focusing on financial operations, client collaboration, and innovation. Responsibilities include journal entries, reconciliations, and process improvements. Required skills include accounting knowledge and advanced Excel proficiency.

Principal Software Engineer, HashiCorp Terraform Enterprise

Company: IBM

Location: Multiple Cities

Posted Dec 11, 2025

This job description highlights a senior technical leadership role at IBM focusing on scalable cloud solutions, architectural guidance, and enterprise-level innovation. The position emphasizes strategic direction, operational resilience, and expertise in distributed systems and security.

Consultor SAP FI AFC (Advanced Financial Closing)

Company: IBM

Location: Multiple Cities

Posted Dec 11, 2025

The text describes a SAP AFC consultant role involving process design, configuration of SAP HANA solutions, and integration with financial systems. It outlines required expertise in AFC configuration, governance frameworks, and client workshops, while emphasizing technical and industry knowledge.

Application Developer-DevOps

Company: IBM

Location: Kochi, IN

Posted Dec 11, 2025

This text describes a consulting role at IBM focusing on client collaboration, technical innovation, and expertise in hybrid cloud and AI solutions. It outlines responsibilities involving mobile solution design, automation, and agile development, along with required and preferred technical skills in Ansible, scripting, and cloud technologies.

Thermal Lab Tech Apprentice

Company: IBM

Location: HOPEWELL JUNCTION, US

Posted Dec 11, 2025

The text describes an IBM apprenticeship program offering hands-on experience, mentorship, and career growth opportunities. It emphasizes learning, innovation, and professional development through structured training and collaboration with experienced engineers.

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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