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.

Senior Talent Acquisition Operations and Systems Analyst

Company: Tekion

Location: USA

Posted Nov 30, 2025

This role involves optimizing talent acquisition systems, ensuring data compliance, and offering competitive compensation and benefits. Ideal for a Senior Analyst with experience in ATS platforms.

Technical Customer Success Manager

Company: Masabi

Location: Remote

Posted Nov 30, 2025

Masabi is a company that drives the fare payment revolution, powering the journeys of millions worldwide. They build fare collection platforms and have partnered with major players in the transport space. The company values customer success and offers a role as a Customer Success Manager to foster exceptional client experiences. Masabi provides a supportive and collaborative work environment with benefits such as competitive salary, paid vacation, private healthcare, and a focus on making a difference in the transportation technology ecosystem.

Software Engineer - CDN Security

Company: Vercel

Location: USA

Posted Nov 30, 2025

Vercel is seeking a Software Engineer to join their CDN Security team. The role involves securing customer websites by identifying malicious traffic patterns, building a scalable firewall, and pushing the state of the art forward for web security. The position offers competitive compensation, inclusive healthcare, mentorship, flexible time off, and a WFH budget.

Senior Software Engineer - Data Infrastructure, Quora

Company: Quora

Location: USA

Posted Nov 30, 2025

Quora is a remote-first company with a mission to grow the world's collective intelligence. They have two platforms: Quora, a global knowledge sharing platform, and Poe, a platform for AI language models. The company values diversity, inclusivity, and collaboration, and is looking for a data infrastructure team member to design and scale data architectures, improve systems reliability, and promote correct data usage.

Sr. Systems Safety Engineer

Company: Reliable Robotics

Location: Remote

Posted Nov 30, 2025

Reliable Robotics is building safety-enhancing technology for aviation to save lives and make air transportation safer, more convenient, and transformative. They are hiring a Systems Safety Engineer to architect systems, establish development methodologies, and ensure compliance with federal regulations. The role involves collaborating with multidisciplinary teams, generating safety artifacts, and supporting flight operations.

Global Web Analyst

Company: Docplanner

Location: Brazil

Posted Nov 30, 2025

Docplanner Group is a global healthcare platform connecting patients with doctors across 13 countries. They offer products and services to simplify healthcare tasks and improve efficiency. The company is growing, backed by leading investors, and focused on profitability and IPO preparation.

Commercial Account Executive - Mid Market

Company: GitLab

Location: Sweden

Posted Nov 30, 2025

This job description outlines a Midmarket Account Executive role at GitLab, focusing on managing sales for midmarket customers, collaborating with cross-functional teams, and contributing to sales processes. The position emphasizes building relationships, driving business outcomes, and improving sales strategies through analysis and feedback.

Data Engineer

Company: Figma

Location: Remote

Posted Nov 30, 2025

This job description highlights a Data Engineer role at Figma with opportunities to work on scalable data pipelines, collaborate with cross-functional teams, and contribute to growth initiatives. It emphasizes competitive compensation, equity, and benefits like remote work flexibility and professional development.

SEO Country Lead

Company: Canva

Location: Poland

Posted Nov 30, 2025

Canva is seeking a passionate SEO Country Lead to join their International SEO team and drive growth in Poland. The role involves leading all aspects of SEO for Polish-specific pages, collaborating with a global team, and making data-driven decisions in a hypergrowth environment. The ideal candidate should have proficiency in Polish, experience leading SEO projects on large websites, and strong analytical skills.

Marketing Campaign Project Manager

Company: GrowthAssistant

Location: USA

Posted Nov 30, 2025

The job posting is for a Marketing Campaign Project Manager to oversee and coordinate multichannel campaigns, ensuring smooth execution, client satisfaction, and impactful results. The role requires strong organizational, communication, and time management skills, as well as experience managing campaigns across multiple channels.

Customer Support Incident Responder

Company: Mercury

Location: USA

Posted Nov 30, 2025

Mercury is a fintech company that provides a complete finance stack for startups and small businesses. They have grown to over 200,000 customers worldwide and prioritize customer experience, even in challenging situations. The company is looking for an Incident Responder to lead customer support during incidents, advocate for customers, and drive continuous improvement.

Senior Software Engineer, Cross-platform Toolchain

Company: Goodnotes

Location: Asia

Posted Nov 30, 2025

This job posting highlights a compiler engineer role at Goodnotes, emphasizing cross-platform development with Swift and LLVM. The position offers opportunities to contribute to web technology advancements, flexible work arrangements, and professional growth. Benefits include equity, remote work flexibility, and sponsored office visits.

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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