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.

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Location: Remote

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Team Leader SAP ATTP

Company: IBM

Location: Multiple Cities

Posted Dec 07, 2025

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Company: VSP Vision

Location: Remote

Posted Dec 06, 2025

The job description outlines the responsibilities and requirements for an Accounts Receivable and Collections role in a distributed workforce environment. The position involves providing support to customers, resolving billing and collection inquiries, executing collection activities, and maintaining data integrity. The ideal candidate should have relevant experience, strong problem-solving skills, and excellent communication abilities.

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Company: IBM

Location: POUGHKEEPSIE, US

Posted Dec 07, 2025

IBM offers an apprenticeship program for Systems Support Apprentices to work with experienced engineers and mentors, applying hardware knowledge and learning new technologies. The program provides a nationally-recognized credential and the opportunity to apply for full-time roles at IBM upon completion.

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Company: Longbow Advantage

Location: Remote

Posted Dec 06, 2025

Longbow Advantage is a warehousing strategy company that leverages real-time data and provides consulting services. They offer a holistic approach to warehousing, understanding that technology is only one piece of the solution. Blue Yonder Architects play a pivotal role in implementing and optimizing Blue Yonder solutions for clients, providing expert consulting, technical guidance, and support throughout the project lifecycle.

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Company: Netflix

Location: Remote

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Senior Product Analyst_Monopoly GO

Company: Scopely

Location: Remote

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Staff Engineer - Tech Lead (All Genders)

Company: Dailymotion

Location: Remote

Posted Dec 06, 2025

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Blue Yonder Solutions Architect

Company: Longbow Advantage

Location: Remote

Posted Dec 06, 2025

Longbow Advantage is a warehousing strategy company that leverages real-time data and provides consulting services. They offer a holistic approach to warehousing, understanding that technology is only one piece of the solution. Blue Yonder Solutions Architects play a pivotal role in driving successful implementation and optimization of Blue Yonder solutions for clients, providing expert consulting, technical guidance, and support throughout the project lifecycle.

Nearshore - Product Designer

Company: Bitovi

Location: Remote

Posted Dec 06, 2025

Bitovi is seeking a Senior Product Designer for a 100% remote role, with a preference for nearshore candidates in Latin America. The role involves end-to-end product design, collaborating with clients and teams, and creating design solutions. Bitovi offers competitive hourly pay, remote work, and opportunities for long-term contracts.

Blue Yonder Solutions Architect

Company: Longbow Advantage

Location: Remote

Posted Dec 06, 2025

The text is a job description for a Blue Yonder Solutions Architect position at Longbow Advantage. It outlines the responsibilities, required skills, and benefits of the role. The position involves providing expert consulting, technical guidance, and support for Blue Yonder supply chain software solutions. The company offers a supportive work environment, competitive salary, and various benefits.

Technical Sales Engineer - Hashicorp

Company: IBM

Location: San Francisco, US

Posted Dec 07, 2025

The text describes a career opportunity at IBM Software, specifically a Solutions Engineer role at HashiCorp. The role involves serving as a trusted advisor to customers, understanding their journey, demonstrating business value, and collaborating with cross-functional teams. The position requires technical expertise in DevOps, IT operations, security, cloud, microservices, containers, and scheduling platforms, as well as excellent communication and problem-solving 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.

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