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.

Staff Fullstack Software Engineer - Growth Monetization

Company: Dropbox

Location: Canada

Posted Dec 05, 2025

The role of Staff Software Engineer on the Growth Monetization team at Dropbox involves leading technical strategy for checkout, trial, and subscription systems, architecting AI-powered solutions to optimize conversion funnels and reduce churn, and mentoring a team of 15 engineers. The position offers high visibility, impact on revenue growth, and the opportunity to shape the future of Dropbox monetization.

Infrastructure Software Engineer - API Platform

Company: Dropbox

Location: USA

Posted Dec 05, 2025

The role of an Infrastructure Engineer on the API Platform team at Dropbox involves shaping and constructing robust systems to support current and future products. The position requires collaborating with cross-functional teams, optimizing user experiences, ensuring scalability and data integrity, and mentoring junior team members. The role also involves staying current with emerging technologies and industry trends.

Product Marketing Manager

Company: Magnet Forensics

Location: USA

Posted Dec 05, 2025

Magnet Forensics is a global leader in digital investigative software, serving thousands of customers worldwide. They are seeking an experienced Product Marketing Manager to join their high-performing marketing team. The role involves developing customer profiles, creating messaging and content, collaborating with sales and demand generation teams, and providing sales enablement materials. Magnet Forensics values diversity, inclusion, and continuous learning, and offers competitive compensation and benefits.

Social Media Coordinator

Company: Storm Ideas

Location: USA

Posted Dec 05, 2025

The job posting describes a fully remote, full-time contractor role at Storm Ideas, a company that works with globally recognized brands in US entertainment. The role involves coordinating social media posts, engaging with communities, delivering strategic recommendations, and optimizing content for YouTube. The company offers cutting-edge tools and tech, encourages ideas, and has a fast, agile, and adaptive culture. They value strong organizational skills, attention to detail, and excellent communication skills.

Enterprise Account Manager

Company: QuinStreet

Location: USA

Posted Dec 05, 2025

This job posting highlights a strategic role in a fast-growing company with opportunities for leadership growth, measurable impact, and collaboration across departments. The position emphasizes data-driven strategies, client success, and career advancement potential.

Medical Information Client Manager / Team Lead - (German and English speaking)

Company: EVERSANA

Location: Europe,UK

Posted Dec 05, 2025

EVERSANA is a global company with over 7000 employees committed to creating next-generation commercialization services for the life sciences industry. They prioritize improving patient lives, embracing diversity, and building an inclusive culture. The company offers a variety of roles, including Medical Information, which supports the safe and effective use of pharmaceutical products by providing evidence-based information to healthcare professionals, patients, caregivers, and payers.

Creative Director - Campaigns

Company: Canva

Location: UK

Posted Dec 05, 2025

Canva is seeking a Campaigns Creative Director to lead advertising and integrated campaign development across Europe. The role involves creating bold, culturally relevant work, building an always-on creative capability, and elevating storytelling and design. The ideal candidate should have lead creative experience, a strong understanding of consumer tech and direct-to-consumer brands, and a standout portfolio showcasing excellence in storytelling and advertising craft.

Staff Engineer - Applied AI

Company: Zapier

Location: North America,EMEA

Posted Dec 05, 2025

Zapier is hiring a Staff Applied AI Engineer to lead the AI Capabilities team, which is responsible for building a unified AI platform that powers all AI products at Zapier. The role requires deep technical expertise in LLMs, orchestration, evaluation, and runtime systems, as well as the ability to shape the platform's architecture, guide technical decisions, and collaborate with product teams.

Social Media Coordinator

Company: Storm Ideas

Location: South Africa

Posted Dec 05, 2025

The job posting describes a fully remote position at Storm Ideas, a company that works with globally recognized brands in US TV and entertainment. The role involves coordinating social media posts, delivering strategic recommendations, scheduling and reviewing content, and assisting with calendar planning. The company offers cutting-edge tools and tech, encourages ideas and innovation, and has a fast, agile, and adaptive culture. They value strong organizational skills, attention to detail, and excellent communication skills.

Associate Software Engineer – Hardware Emulation (Virtual)

Company: Boeing

Location: USA

Posted Dec 05, 2025

The Boeing Company is seeking an Associate Software Engineer for their Hardware Emulation Virtual team in Berkeley, Missouri. The role involves designing, developing, testing, and integrating software models to emulate hardware components and systems. The ideal candidate should have experience in software development, virtualization technologies, and hardware emulation. The position offers a competitive pay range and benefits.

Staff Fullstack Software Engineer - Growth Monetization

Company: Dropbox

Location: USA

Posted Dec 05, 2025

The role of Staff Software Engineer on the Growth Monetization team at Dropbox involves leading technical strategy for checkout, trial, and subscription systems, architecting AI-powered solutions to optimize conversion funnels and reduce churn, and mentoring a team of 15 engineers. The position requires 12+ years of software engineering experience, strong full-stack skills, and experience designing scalable, high-reliability systems. The role offers substantial exposure to Growth leadership and the opportunity to shape the technical direction of a critical revenue-driving platform.

Sr. Director - Applied AI

Company: Zapier

Location: North America,EMEA

Posted Dec 05, 2025

Zapier is seeking a Senior Director of Engineering to lead their AI Orchestration engineering organization. The role involves managing engineering squads to innovate and deliver AI solutions, shaping the future of AI-powered automation for millions of customers. Zapier values diversity, remote work, and a culture of technical excellence.

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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