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.

Business Analyst - German speaking (f/m/x)

Company: IBM

Location: Zurich, CH

Posted Dec 16, 2025

This job description highlights a role at IBM Consulting involving collaboration with clients, technical expertise, and career growth opportunities. It emphasizes innovation, long-term relationships, and professional development, while outlining required skills and benefits like training and global project involvement.

Application Consultant-EAI

Company: IBM

Location: BANGALORE, IN

Posted Dec 16, 2025

IBM Consulting offers career growth through client collaboration, hybrid cloud, and AI innovation, emphasizing technical expertise and problem-solving in a supportive environment.

Intermediate Site Reliability Engineer - Database Operations

Company: GitLab

Location: EMEA

Posted Dec 15, 2025

This job description outlines a Site Reliability Engineer role focused on managing PostgreSQL infrastructure, automation, and scalability for GitLab's platform. The position emphasizes collaboration, system reliability, and impactful contributions to a large-scale open-source SaaS environment.

Staff - Software Engineer (L4)

Company: Twilio

Location: USA

Posted Dec 15, 2025

Twilio seeks a Staff Software Engineer for their Data Substrate team, focusing on scalable data solutions and mentoring. Requirements include expertise in distributed systems and big data technologies. The role is remote, with competitive compensation and benefits.

Senior Software Developer - Marketing

Company: Jane App

Location: Canada

Posted Dec 15, 2025

This job posting highlights Jane's mission to simplify healthcare through technology, offering remote work flexibility, growth opportunities, and a collaborative culture. The role emphasizes impact on healthcare professionals' lives, with competitive compensation and a focus on innovation and inclusivity.

Junior Data Scientist - Advanced Analytics (f/m/x)

Company: IBM

Location: WIEN, AT

Posted Dec 16, 2025

This text describes a Data Scientist AI Consultant role at IBM Consulting, highlighting opportunities for career growth, collaboration with innovative clients, and access to advanced technologies. It emphasizes a culture of innovation, professional development, and competitive compensation including flexible working hours and a salary of 55,000€ brutto/year.

Senior Financial Analyst

Company: IBM

Location: Mexico City, MX

Posted Dec 16, 2025

IBM Consulting offers a career focused on client collaboration and innovation, with opportunities for growth and impactful projects in hybrid cloud and AI. Responsibilities include financial analysis, strategic planning, and cross-functional teamwork.

Electrical Engineer

Company: IBM

Location: Yorktown Heights, US

Posted Dec 16, 2025

This job description outlines the responsibilities of an Electrical Engineer supporting electrical design and operations in critical facilities. Key duties include maintaining electrical infrastructure reliability, managing maintenance tasks, ensuring compliance with safety codes, and collaborating with vendors. The role requires 8+ years of experience, technical expertise in electrical systems, and strong communication skills.

Director of Education (EDU) Sales

Company: Guidebook

Location: USA

Posted Dec 15, 2025

Guidebook is a powerful event management platform used globally to create mobile apps for events, campuses, and training. The company emphasizes connecting people and values balance, togetherness, and fun. They seek a Director of Education Sales to drive revenue growth in higher education, offering competitive compensation, remote work flexibility, and a strong company culture.

Senior Backend Software Engineer

Company: Bud Financial

Location: UK

Posted Dec 15, 2025

Bud's mission is to create compelling financial data products. As a Backend Engineer, you'll work with Go, modern tools, and a collaborative team. Benefits include competitive salaries, learning budgets, and flexible working. The company values diversity and innovation.

Application Consultant-EAI

Company: IBM

Location: BANGALORE, IN

Posted Dec 16, 2025

This job description highlights a career in IBM Consulting focused on long-term client relationships, hybrid cloud and AI solutions, and collaborative innovation. The role involves software development using Agile methodologies, technical documentation, and problem-solving, with requirements emphasizing Dell Boomi integration expertise and cloud platform experience.

Data and AI Intern

Company: IBM

Location: Multiple Cities

Posted Dec 16, 2025

The Sales Intern role at IBM involves data analysis, sales support, and collaboration with technical teams to leverage cutting-edge technologies. The position emphasizes client engagement, competitive research, and translating technical concepts into business value while working in a fast-paced environment.

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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