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.

Senior Engineering Manager, Core Multi-Product Enablement

Company: Dropbox

Location: Canada

Posted Nov 20, 2025

The role is a Senior Engineering Manager position at Dropbox, responsible for leading a team of 12-25 engineers to execute on critical company-wide business objectives. The team will own the MultiProduct Enablement (MPE) initiative, which provides a unified experience for discovering, purchasing, and managing multiple Dropbox products. The ideal candidate will have strong leadership skills, technical expertise, and a passion for driving results in a collaborative, virtual-first environment.

Senior Software Engineer - Web Services

Company: Mozilla

Location: Canada

Posted Nov 20, 2025

MZLA Technologies Corporation, a subsidiary of the Mozilla Foundation, develops open-source email and productivity tools like Thunderbird. They value privacy, user control, and collaboration with a global community. The company seeks a Senior Software Engineer to lead web services initiatives, focusing on JMAP, Python, and TypeScript. They offer competitive salaries, benefits, and a remote work environment.

Software Engineer - Rust - Backend - Pro

Company: Kraken

Location: Remote

Posted Nov 21, 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 for traders, institutions, and newcomers, and are committed to industry-leading security, education, and client support. The Pro team is responsible for trading backend services and recently played a critical role in scaling Kraken's trading infrastructure.

Account Executive, New Business (Mid-Market)

Company: Apollo.io

Location: USA

Posted Nov 20, 2025

Apolloio is looking for a high-energy, results-driven MidMarket Outbound Account Executive to own net new revenue generation in the 250-1000 employee segment. The role involves proactively hunting new business, partnering with Sales Development Managers, and leading prospects through the entire sales cycle. The ideal candidate should have a hunter mentality, be comfortable generating 80% of their pipeline through outbound efforts, and have experience selling to C-level executives and revenue teams.

Partner Manager - Resellers

Company: Webflow

Location: USA

Posted Nov 20, 2025

Webflow empowers developers with a unified platform for building and managing websites. They seek a Partner Manager to grow their reseller ecosystem, offering competitive compensation, benefits, and a collaborative culture.

Senior Engineering Manager, Core Multi-Product Enablement

Company: Dropbox

Location: USA

Posted Nov 20, 2025

The role is a Senior Engineering Manager position at Dropbox, responsible for leading a team of 12-25 engineers to execute on critical company-wide business objectives. The team will own the MultiProduct Enablement (MPE) initiative, which provides a unified experience for discovering, purchasing, and managing multiple Dropbox products. The ideal candidate should have strong leadership skills, technical expertise, and a passion for driving results in a collaborative, virtual-first environment.

Senior Application Engineer - Zuora Billing & Revenue

Company: Twilio

Location: India

Posted Nov 20, 2025

The job posting is for a Senior Application Engineer position at Twilio, focusing on Zuora Billing and Revenue. The role involves design, configuration, development, and testing of Zuora solutions for key finance functions. The ideal candidate should be a self-starter with strong analytical skills, communication abilities, and experience in Zuora Billing and Revenue modules. The position is remote-based in India.

Intern - Revenue Cycle Management - Collections Analyst

Company: labcorp

Location: USA

Posted Nov 20, 2025

Labcorp is a global company with nearly 70,000 employees across 100 countries, harnessing science to change lives. They offer a 2026 Global Internship Program in Revenue Cycle Management, providing an 11-week paid internship with hands-on work, exposure to global business culture, leadership, and mentoring. The internship focuses on supporting account receivable collections, analyzing data, and preparing executive presentations.

Senior Software Engineer - Web Services

Company: Mozilla

Location: USA

Posted Nov 21, 2025

MZLA Technologies Corporation, a subsidiary of the Mozilla Foundation, develops open-source email and productivity tools like Thunderbird. They value privacy, user control, and collaboration with a global community. The company seeks a Senior Software Engineer to lead web services initiatives, focusing on JMAP, Python, and TypeScript. They offer competitive salaries, remote work, and a comprehensive benefits package.

Digital Insurance Agent

Company: Insurify

Location: USA

Posted Nov 20, 2025

The text warns about fraudulent job adverts related to Insurify while promoting the company as a fast-growing fintech startup with strong benefits and career opportunities. It outlines job requirements, company achievements, and work conditions.

Machine Learning Manager - Notifications Relevance

Company: Reddit

Location: USA

Posted Nov 20, 2025

The job posting highlights leading the Notifications Relevance team at Reddit, focusing on improving user engagement through machine learning. It outlines key responsibilities, required experience, and benefits.

Software Engineer - Rust - Backend - Pro

Company: Kraken

Location: Remote

Posted Nov 21, 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 crypto products and prioritize security, education, and client support. The Pro team is responsible for trading backend services and recently played a critical role in scaling Kraken's trading infrastructure.

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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