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.

Product Marketing Coordinator

Company: Newsela

Location: Remote

Posted Dec 07, 2025

The Product Marketing Coordinator role at Newsela involves supporting the product marketing team in launching new features, assisting in the creation of marketing and sales collateral, conducting market research, and providing ad hoc support. The role offers an opportunity to work on a mission-driven team, gain hands-on experience in product marketing, and make an impact in K12 education.

Google Cloud Solution Architect

Company: PTP

Location: USA

Posted Dec 07, 2025

PTP is expanding its cloud practice, seeking a Google Cloud Solution Architect for a high-impact role with competitive compensation and growth opportunities. The position emphasizes technical expertise, leadership, and collaboration in delivering innovative CX solutions.

Engineer - Backend (Events Team)

Company: Zapier

Location: North America

Posted Dec 07, 2025

Zapier is seeking a Backend Engineer to join the Team Events and help build and enhance foundational event and queuing services. The role requires experience with event architectures, cloud-based infrastructure, and languages like Python or Go. The company values collaboration, exploration, versatility, and user advocacy.

Sr. Software Engineer, Workflow (Backend and Full stack - Backend leaning)

Company: Zapier

Location: North America

Posted Dec 07, 2025

Zapier is hiring Sr Backend and Fullstack Engineers to enhance automation platforms, emphasizing AI integration, scalability, and a collaborative remote work culture.

Sr. Software Engineer - Partner Sharing (Backend)

Company: Zapier

Location: North America

Posted Dec 07, 2025

Zapier is hiring a Senior Backend Engineer to help shape the future of partner-powered automation through the Powered by Zapier API. The Partner Sharing team develops deep strategic relationships with managed partners by offering integration and automation solutions. The role involves designing and building new partner-facing APIs, expanding and improving the Powered by Zapier platform, enhancing partner developer tools and documentation, and collaborating across teams.

Senior Data Analyst

Company: Jane App

Location: Canada

Posted Dec 07, 2025

Jane is a remote-first company that helps healthcare practitioners and patients by providing digital tools for managing practices. They value collaboration, growth mindset, and autonomy. The company is hiring a Senior Data Analyst to support Finance and Payments teams with data insights and dashboard creation.

Sr. Revenue Enablement Specialist

Company: Zapier

Location: North America

Posted Dec 07, 2025

Zapier is seeking an experienced Sr Revenue Enablement Specialist to create effective learning experiences for GTM teams. The role involves designing onboarding, building scalable systems, partnering with cross-functional teams, and using automation and AI to streamline learning. Zapier values diversity, inclusion, and remote work.

Sr. Software Engineer - SDK (Full Stack)

Company: Zapier

Location: North America

Posted Dec 07, 2025

Zapier is building a new SDK to empower developers to create, extend, and scale automations seamlessly. The role is for a strong backend-leaning fullstack engineer to design, build, and scale this platform, balancing the needs of internal engineering teams and external developers. The company values diverse perspectives, collaboration, and empathy for both internal and external customers.

Sr. Software Engineer - Enterprise Zone (Backend & Full Stack)

Company: Zapier

Location: North America

Posted Dec 07, 2025

Zapier is expanding its Enterprise zone and hiring Senior Backend and Full Stack Engineers to empower large companies to implement automation at scale. The company focuses on building new approaches for enterprise account management, maintaining system resilience, creating asset management systems, and developing an Enterprise Observability Platform. These roles offer high visibility, impact, and opportunities to work with AI and drive innovation in workflow management.

Sr. Software Engineer - MCP (Backend)

Company: Zapier

Location: North America

Posted Dec 07, 2025

Zapier is an AI automation company that helps businesses increase productivity and serve customers better. They are hiring a Senior Backend Engineer to design and scale systems for their Model Context Protocol (MCP), an open standard for AI agents to reason, act, and orchestrate workflows across Zapier's 8000+ integrations. The role involves designing APIs, building platform primitives, collaborating with cross-functional partners, and prioritizing scalability, performance, security, and clarity for developers and AI systems.

Sr. Software Engineer - Knowledge by Zapier (Full Stack)

Company: Zapier

Location: North America

Posted Dec 07, 2025

Zapier is hiring a backend-leaning Sr Full Stack Engineer to work on AI integration, emphasizing responsible AI use, collaboration with AI teams, and the role's impact on shaping AI products. The position offers opportunities to influence AI development and work on innovative, scalable systems.

AI Engagement & Communications Senior Manager

Company: generalmotors

Location: USA

Posted Dec 07, 2025

The AI Engagement & Communications Manager role involves developing and executing an enterprise-wide channel strategy to promote AI adoption and engagement. Key responsibilities include managing an internal microsite, curating AI-related content, educating employees, collaborating cross-functionally, and measuring success metrics. The ideal candidate should have 5+ years of experience in corporate communications, a strong understanding of AI technologies, and excellent writing and storytelling 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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