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.

Strategic Account Executive

Company: Everstream Analytics

Location: USA

Posted Dec 04, 2025

The text is a job description for a Strategic Account Executive at Everstream, focusing on expanding into Fortune 1000 companies in the automotive sector. The role involves identifying prospects, securing new business opportunities, and driving strategic customer dialogues. The position requires a high-performing professional with experience in enterprise sales and supply chain risk management.

Product Manager – Employee & Employer Experience

Company: Sparrow

Location: USA

Posted Dec 04, 2025

The role involves managing product surfaces, collaborating with teams, and balancing user needs. The company emphasizes mission-driven work and values craft, clarity, and care.

General Liability Claims Adjuster

Company: Reserv

Location: Remote

Posted Dec 04, 2025

Reserv is an insurtech company focused on automating claims processes using AI and automation technology. They are seeking a highly organized and customer-focused General Liability Adjuster to join their team. The role involves speaking to customers, managing claims, coordinating repairs, and providing input for process improvements. Reserv values diversity and offers a generous benefits package.

Executive Assistant

Company: Kraken

Location: Ireland,Cyprus,Portugal

Posted Dec 04, 2025

Kraken is a mission-focused crypto company with a world-class team dedicated to accelerating global adoption of crypto for financial freedom and inclusion. They offer premium products, prioritize security, education, and client support. The company is fully remote with a diverse team and seeks an organized Executive Assistant to support leaders remotely.

Full Stack Engineer

Company: Kalepa

Location: Europe

Posted Dec 04, 2025

The job posting is for a core engineer role at a company that values smart programmers who love coding and seek challenging problems. The role involves working on advanced systems including NLP, firmographic data, entity resolution, and more. The ideal candidate should have 3+ years of software engineering experience, excellent development skills, and experience with modern FE frameworks like ReactRedux. The company offers a competitive salary, significant equity options, and various benefits.

Sr. Software Engineer (Backend) - AI Tasks

Company: Zapier

Location: North America

Posted Dec 04, 2025

Zapier promotes AI integration in automation, hiring for AI Tasks roles. They seek engineers to build AI features, collaborate with teams, and contribute to scalable systems. The role emphasizes innovation, user experience, and cross-functional collaboration.

Software Engineer 5 - Product

Company: Netflix

Location: USA

Posted Dec 04, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Consumer Data Systems team focuses on ensuring data integrity and building robust infrastructure to enhance customer experiences. The team is seeking fullstack engineers to develop end-to-end solutions for logging and telemetry data, continuously improve products and systems, and collaborate with cross-functional teams to deliver solutions that improve subscriber experiences.

Lifecycle Marketing Manager

Company: Green Dot Corporation

Location: USA

Posted Dec 04, 2025

Green Dot is seeking a Lifecycle Marketing Manager with CRM and automation expertise to drive customer engagement through digital banking solutions. The role offers remote work flexibility, competitive compensation ($109,300-$163,900), and opportunities to shape customer experiences while ensuring compliance with financial regulations.

Senior Product Manager – Integrations & Payroll

Company: Sparrow

Location: USA

Posted Dec 04, 2025

This job description outlines a Senior PM role focusing on integrations, vendor collaboration, and regulatory compliance. It highlights requirements for experience in fintech and healthcare, technical curiosity, and cross-functional communication. Compensation ranges from $135k-$170k, with opportunities to influence company strategies during a growth phase.

Product Manager III - HD/3D Lanes

Company: Mapbox

Location: USA

Posted Dec 04, 2025

Mapbox is a leading platform for location-aware businesses, focusing on autonomous navigation and HD 3D Lane Maps. They seek a Product Manager to redefine the industry, emphasizing innovation, customer focus, and technical expertise.

Automotive Senior Solutions Architect (Korean Speaking)

Company: Mapbox

Location: USA

Posted Dec 04, 2025

Mapbox promotes itself as a leading platform for location-aware businesses, emphasizing its tools for navigation and developer adoption. The job posting highlights opportunities for Solutions Architects to design innovative mobility experiences while collaborating with global partners.

Forward Deployed Engineer

Company: Canopy Connect

Location: USA

Posted Dec 04, 2025

Canopy Connect seeks a Forward Deployed Engineer to scale their API platform, focusing on customer success, technical implementation, and enterprise support. The role offers competitive compensation and growth opportunities.

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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