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.

Backend Engineer - Core Technology

Company: Stripe

Location: Remote

Posted Nov 25, 2025

Stripe seeks a software engineer to contribute to critical infrastructure systems, focusing on reliability, scalability, and productivity. The role involves working on distributed systems, developer tools, data platforms, and financial systems while aligning with Stripe's mission to grow the internet's GDP. The position offers autonomy, collaboration, and impact across multiple high-scale teams.

Revenue Operations Specialist

Company: Docplanner

Location: Remote

Posted Nov 25, 2025

Doctoralia is a global healthcare platform with a mission to help people live longer, healthier lives. They offer a marketplace for patients to schedule and evaluate appointments, as well as a SaaS system for optimizing office management and patient flow. The company is looking for a highly analytical and detail-oriented person to support the revenue process through analysis and reporting, review operational data, and participate in process improvement initiatives.

Change Management Consultant

Company: Insight

Location: Canada

Posted Nov 25, 2025

Insight is a people-first tech company seeking a Microsoft 365 Change Management Consultant to join their Modern Workplace Collaboration team. The role involves providing adoption and change management support, delivering training, developing adoption plans, and working on various Microsoft 365 projects. Insight offers remote work flexibility, a focus on employee well-being, and opportunities for career growth.

Staff Software Engineer - Backend

Company: Sprout Social

Location: Remote

Posted Nov 25, 2025

Sprout Social is hiring a Staff Software Engineer to join their Engineering team. The role involves working on a tech-giant scale with smaller supportive teams, processing billions of requests and social messages daily. The ideal candidate will have 7+ years of experience in software development, 5+ years in object-oriented programming, and 3+ years leading engineering projects. The company offers a comprehensive benefits program, flexible work arrangements, and opportunities for growth and development.

Senior Product Designer, Design Systems - Commerce

Company: Netflix

Location: USA

Posted Nov 25, 2025

This text describes a System Designer role at Netflix, highlighting responsibilities related to design systems, collaboration with Commerce teams, and qualifications. It also outlines Netflix's benefits, culture, and inclusion values.

Customer Care Advocate

Company: iRhythm

Location: Remote

Posted Nov 25, 2025

iRhythm offers a career-focused role with opportunities to impact cardiac health, emphasizing innovation, patient care, and professional growth through a mission-driven company culture.

Customer Experience Associate

Company: Origin

Location: USA

Posted Nov 25, 2025

Origin is seeking a part-time Customer Experience Associate to join their team and work closely with users and Financial Planners. The role involves providing exceptional support, identifying trends, and gathering customer feedback. The ideal candidate is customer-obsessed, thrives in a fast-paced environment, and aspires to advance their career in the tech industry. The position offers flexible hours, remote work, and opportunities for career progression within the company.

Content Reviewer US

Company: TELUS Digital

Location: Remote

Posted Nov 25, 2025

This text is advertising a freelance opportunity to work as a Personalized Internet Assessor for TELUS Digital AI Community. The role involves analyzing and providing feedback on online content to improve search engine results. It is a part-time, long-term project with an estimated hourly rate of $14 USD. The text also mentions a global AI Community of 1 million+ contributors and provides details on the basic requirements, assessment process, and equal opportunity policy.

Platform Engineer (L5) - Computer Graphics Platform and Pipelines

Company: Netflix

Location: USA

Posted Nov 25, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The company offers a wide variety of TV series, films, and games across multiple genres and languages. Netflix provides a flexible viewing experience, allowing members to play, pause, and resume watching anytime, anywhere. The company is seeking a software engineer to work on the CG Platform and Pipelines team, which creates foundational elements for CG content production. The role involves architecting systems, building backend services, designing database structures, and partnering with infrastructure teams to establish hardware requirements.

Principal Data Solutions Analyst

Company: Liberty Mutual Insurance

Location: USA

Posted Nov 25, 2025

The role of Principal Data Solutions Analyst involves collaborating with finance teams to modernize planning, forecasting, and budgeting platforms. The ideal candidate should have strong analytical skills, experience with financial systems, and excellent project management capabilities. The position offers opportunities to define next-generation FP&A tools, collaborate with development teams, and drive improvements in financial planning processes.

Director - Content Marketing

Company: Saviynt

Location: Remote

Posted Nov 26, 2025

Saviynt is an AI-powered identity platform that helps organizations safeguard digital assets, drive operational efficiency, and reduce compliance costs. The company is recognized as a leader in identity security and is helping organizations safely accelerate their deployment and usage of AI. Saviynt is looking for a content marketing leader to join their team and lead the content revolution, shifting the company mindset from a product-oriented culture to one that embraces storytelling, expertise, and trust.

Director - Product Counsel

Company: Figma

Location: Remote

Posted Nov 25, 2025

Figma seeks a Director to lead their product counseling team, offering growth opportunities and a competitive salary. The role involves strategic legal guidance and collaboration across teams, with benefits including equity, health insurance, and remote work flexibility.

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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