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.

Software Development Manager - Booking

Company: Jane App

Location: Canada

Posted Dec 12, 2025

This job posting highlights Jane's mission to simplify healthcare through innovation, offering remote-first work opportunities with a collaborative culture focused on growth and impact. The role emphasizes AI integration, team collaboration, and a supportive environment for professional development.

Software Engineer - Distributed Systems

Company: Figma

Location: USA

Posted Dec 12, 2025

This job description highlights a Software Engineer role at Figma focusing on infrastructure design and distributed systems. It emphasizes collaboration, scalability, and innovation while outlining requirements for experienced engineers and benefits like equity, competitive compensation, and remote work flexibility.

Platform Product Analyst (PLG & Mixpanel Expert)

Company: Gcore

Location: Poland,Georgia,Serbia,Lithuania,Cyprus,Germany

Posted Dec 12, 2025

This text promotes Gcore's role as a global infrastructure provider seeking a Platform Product Analyst. It highlights opportunities to work on AI-driven solutions, cross-functional collaboration, and career growth with competitive benefits.

Senior Software Developer - Booking

Company: Jane App

Location: Canada

Posted Dec 12, 2025

Jane is seeking a Senior Software Developer to build and scale their booking platform, emphasizing collaboration, growth, and impact on healthcare. The role offers remote flexibility, competitive compensation, and a mission-driven environment with opportunities for professional development.

Partner Operations Manager

Company: Tines

Location: Ireland

Posted Dec 12, 2025

This job description outlines a role focused on designing and scaling partner ecosystems through operational systems and processes. The position requires collaboration across teams, data governance, and continuous improvement to ensure efficiency and scalability in partner operations.

Software Development Engineer III - Identity & Auth

Company: Mapbox

Location: USA

Posted Dec 12, 2025

Mapbox is a leading platform for location-aware businesses, offering robust tools and security features. The role involves developing secure identity management solutions and driving anti-fraud initiatives while maintaining a culture of operational excellence.

Account Executive - Core

Company: Zapier

Location: North America

Posted Dec 12, 2025

Zapier is seeking an experienced Account Executive to join their Sales team, emphasizing automation, AI collaboration, and remote work opportunities. The role highlights selling their platform to global customers, working with cross-functional teams, and contributing to enterprise solutions. The company promotes diversity, inclusion, and a commitment to equal opportunity employment.

Energy Analyst (Staff / Sr Staff)

Company: Equilibrium Energy

Location: USA

Posted Dec 12, 2025

The Energy Analyst role focuses on advancing data systems to empower teams, requiring expertise in energy markets, SQL, Python, and collaboration skills. The position emphasizes data engineering, quality assurance, and aligning with clean energy goals while working across technical and business domains.

Engineering Manager - AI Capabilities

Company: Zapier

Location: North America

Posted Dec 12, 2025

Zapier is seeking an Engineering Manager to lead their AI Capabilities team, focusing on building scalable AI infrastructure and fostering collaboration across teams. The role emphasizes innovation, diversity, and a supportive work environment with opportunities for growth and impact.

Clinical Network Recruiter I (Entry level)

Company: American Specialty Health Incorporated

Location: Remote

Posted Dec 12, 2025

This job posting describes a remote Clinical Network Recruiter position requiring outbound sales calls, remote work setup, and specific qualifications. It outlines responsibilities, qualifications, core competencies, and physical requirements for the role.

Data Recruiter

Company: Stripe

Location: USA

Posted Dec 12, 2025

Stripe enables online payments globally, aiming to boost internet GDP. They seek a collaborative Tech Recruiter with growth mindset and data-driven skills to scale their Data team.

Senior RevOps Analyst (AI-Native)

Company: Gcore

Location: Poland,Georgia,Serbia,Lithuania,Cyprus,Germany

Posted Dec 12, 2025

Gcore offers innovative infrastructure solutions for AI and cloud services, with global reach and career opportunities. The role emphasizes data analysis, automation, and AI integration, supported by competitive benefits and a collaborative 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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