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 Engineer L5 - Live Ads Management

Company: Netflix

Location: USA

Posted Nov 15, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. They recently launched an ads-supported tier and are building a world-class offering around booking, managing, and delivering ads for live events. The Ads Platform Engineering organization focuses on designing systems that integrate advertising into their content delivery ecosystem, while the Live Ads Management team focuses on planning and executing ads for live events, partnering with ad serving and streaming teams, and building next-generation applications to power ad operations.

Staff Engineer – Ops Cloud Platform - Ruby on Rails

Company: PagerDuty

Location: Canada

Posted Nov 15, 2025

PagerDuty is seeking a senior Ruby on Rails architect to lead the modernization of their core web platform. The role involves defining technical architecture, driving modernization efforts, collaborating with domain teams, establishing best practices, mentoring engineers, and staying current with the Rails ecosystem. The position offers a competitive salary and the opportunity to shape the future of PagerDuty's platform.

SEO Content Specialist

Company: Canva

Location: South Korea

Posted Nov 15, 2025

Canva is seeking a passionate SEO Content Specialist to join their team in South Korea for a 12-month engagement. The role involves expanding SEO content strategy, localizing content for South Korean audiences, and creating engaging content on Naver properties. The ideal candidate should be a native Korean speaker with business-level English, excellent grasp of the Korean language, and experience in SEO content projects on large websites.

Associate Technical Advisor

Company: BlueVoyant

Location: USA

Posted Nov 15, 2025

This job posting seeks a Threat Fusion Cell Technical Advisor to support global customers in IT security, with responsibilities including testing detection logic, researching exploits, and providing technical insights. Qualifications require experience in cybersecurity, scripting, and forensic analysis, along with certifications and a bachelor's degree.

Senior Software Engineer - Development Collaboration (Python, Golang)

Company: Canva

Location: Australia

Posted Nov 15, 2025

Canva is seeking a Senior Engineer to join their Infrastructure Developer Experience Group and help enhance the developer experience, maintain source control systems, and drive operational excellence. The role requires strong computer science knowledge, experience with Python and Go, and a passion for developer experience. Canva offers equity packages, inclusive parental leave, a Vibe & Thrive allowance, and flexible leave options.

Event Marketing and Communications Manager

Company: WorldSkills International

Location: Remote

Posted Nov 15, 2025

The text is a job posting for an Event Marketing and Communications Manager at WorldSkills International. The role involves shaping and delivering marketing and communications for global events, working closely with the Director of Marketing and Communications, and contributing to building the organization's capacity in event communications. The position requires strategic oversight, project management, content creation, media support, and event delivery.

Product Manager - App Platform

Company: PagerDuty

Location: USA

Posted Nov 15, 2025

PagerDuty is seeking a Product Manager for their App Platform team to lead the transformation to fully automated operations. The role involves working with UX design, engineering, and program management to deliver a consistent user experience across PagerDuty's Operations Cloud. The ideal candidate should have experience in SaaS enterprise software or developer tools, technical depth, and strong communication skills.

Growth Marketing Lead

Company: Allium

Location: Remote

Posted Nov 15, 2025

Allium is a blockchain data analytics startup that aims to make blockchain data accurate, simple, and fast. They ingest, sanitize, and standardize data from over 100 blockchains, providing a petabyte-scale dataset. Allium serves analysts and engineers with different platform offerings, catering to the needs of both groups. The company is on a mission to index and organize the world's blockchain data, similar to what Google and Bloomberg did for public webpage and financial data.

Operations Manager - Process Innovation

Company: Alma

Location: USA

Posted Nov 15, 2025

This job posting highlights a leadership role in operations innovation with a focus on mental health affordability and entrepreneurial challenges. It emphasizes strategic initiatives, cross-functional collaboration, and comprehensive benefits including remote work flexibility, health insurance, and wellness stipends.

Senior Product Manager - Authorizations

Company: Visa

Location: Brazil

Posted Nov 15, 2025

Pismo is a technology company founded in 2016 that provides cloud-based solutions for banking and fintech, collaborating with Visa to address legacy system challenges. The job requires product management expertise in payments, with focus on card authorization, technical compliance, and innovation.

[Interim] Senior Manager - Lean In Girls Partnerships

Company: Sandberg Goldberg Bernthal Family Foundation

Location: Remote

Posted Nov 15, 2025

The Sandberg Goldberg Bernthal Family Foundation is seeking a full-time team member to join their team from January through July 2026. The role involves account and partner management, conference and event planning, outreach and conversion campaigns, and team collaboration. The ideal candidate should have 7+ years of partnership program management experience, be results-oriented, and thrive in a remote-first environment.

Senior People Communications & Engagement Strategist

Company: GitLab

Location: USA

Posted Nov 15, 2025

The role of Senior People Communications & Engagement Strategist involves crafting engaging stories, fostering connections, and driving adoption of an internal communication hub. The ideal candidate will have experience in internal communications, employee engagement, and content marketing, with a focus on creating compelling messaging and driving team member engagement.

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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