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.

Technical Program Manager - Risk

Company: Stripe

Location: Remote

Posted Nov 22, 2025

Stripe seeks a Technical Program Manager to drive risk and compliance initiatives, emphasizing opportunities to impact the global economy and advance critical infrastructure projects. The role involves cross-functional collaboration, strategic planning, and improving team efficiency while aligning with Stripe's mission to grow the internet's GDP.

Performance Marketing Manager

Company: Jane App

Location: Canada

Posted Nov 22, 2025

Jane is a remote-first company that helps healthcare practitioners and patients by providing digital tools for their practices. They value collaboration, growth mindset, and flexibility. The company is looking for a Performance Marketing Manager to drive growth in paid media channels and optimize acquisition funnels.

Senior Performance Marketer (Full Remote - Worldwide)

Company: EverAI

Location: Worldwide

Posted Nov 21, 2025

EverAI is a fast-growing AI company with 30+ million users, building innovative AI companion products like the world's largest AI girlfriend/boyfriend platform. The company has a strong founding team with experience scaling businesses to IPO and is seeking a performance marketing lead to help scale campaigns and grow the user base to 100M in the next 12 months.

Senior Software Engineer - Rust - Backend - Consumer

Company: Kraken

Location: Remote

Posted Nov 21, 2025

Kraken promotes its mission to advance crypto adoption through a global, mission-focused team committed to innovation, security, and financial freedom. The company emphasizes world-class products, diverse talent, and opportunities for experienced engineers to contribute to crypto's future.

Technical Support Engineer III

Company: Mapbox

Location: UK

Posted Nov 22, 2025

Mapbox is a leading real-time location platform that provides tools for navigation and location-aware businesses. Their support team offers comprehensive documentation, email support, and technical assistance to help customers succeed. They value high-performing individuals, diversity, and a customer-first approach.

Director - Product Engineering, AI

Company: Synack

Location: Remote

Posted Nov 22, 2025

Synack is a Penetration Testing as a Service platform that discovers assets, pentests for critical vulnerabilities, and provides visibility into security risks. They have a community of security researchers delivering continuous penetration testing and vulnerability management. The Director of Product Engineering with a specialization in AI leads the strategic direction, development, and execution of AI-powered products and features.

Machine Learning Engineer - Advertising

Company: Spotify

Location: Remote

Posted Nov 22, 2025

The Advertising Product & Technology team at Spotify aims to build a next-generation advertising platform for audio and video content. They seek a Machine Learning Engineer II to lead strategic initiatives within CareML, focusing on categorizing podcast content and ads for brand safety. The role involves designing machine learning systems, collaborating with various teams, and applying AI tools to develop innovative solutions.

Associate Solutions Engineer

Company: Qualia

Location: Remote

Posted Nov 21, 2025

Qualia is a leading B2B real estate technology company that provides a simple, secure, and enjoyable home buying and selling experience. They offer SMB and Enterprise products that bring together users from across the real estate ecosystem onto a single shared digital closing platform. Qualia is seeking a passionate and motivated Associate Solutions Engineer to join their growing team and support SMB and MidMarket sales teams.

Senior Product Designer II - Pricing & Packaging

Company: HubSpot

Location: Remote

Posted Nov 22, 2025

The role of Senior Product Designer I/II at HubSpot Fintech focuses on designing seamless experiences for pricing and packaging in the fintech industry. The position involves collaborating with cross-functional teams, leveraging AI, and owning end-to-end design work to drive business growth and customer satisfaction.

Senior Solutions Architect - Optimization

Company: D-Wave Quantum

Location: Remote

Posted Nov 21, 2025

The role is for a Senior Solution Architect to build and deliver quantum optimization solutions for customer applications. The position involves working with delivery leads, application developers, and other solutions architects. The ideal candidate has a master's or PhD in a technical field, 5+ years of experience with Python, and experience working with external customers to identify requirements and consult on solutions to complex business problems.

Desktop Sync Software Engineer

Company: Dropbox

Location: Canada

Posted Nov 22, 2025

The role involves working on Dropbox's Core Sync team, which owns the Sync Engine that moves files to the cloud and back to devices reliably. The team is investing in Nucleus, written in Rust, to improve Dropbox's sync capabilities. The mission is to keep content seamlessly in sync and build new sync features quickly and confidently. The role requires designing and building software for millions of users, partnering with product managers, developing roadmaps, improving the team and company culture, and supporting fellow engineers.

Interstate Tractor Trailer Transportation Claims Resolution Specialist: Auto Physical and Property Damage

Company: Reserv

Location: Remote

Posted Nov 22, 2025

Reserv is an insurtech company focused on automating manual tasks in claims processing using AI and automation technology. They are seeking highly organized and customer-focused Transportation Physical Damage Claims Adjusters to join their team. The company values diversity, empathy, and continuous learning, and offers a generous benefits package.

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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