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.

Regulatory Food Scientist IV

Company: Guidehouse

Location: USA

Posted Dec 13, 2025

This job posting seeks a highly qualified professional for an IT Project Management role with the FDA, requiring a PhD and extensive experience in food safety assessment. The position offers a competitive salary range of $13000000-$21600000 and comprehensive benefits including medical insurance, retirement plans, and professional development opportunities.

Staff Software Engineer - Back End, Access

Company: Sprout Social

Location: Canada

Posted Dec 13, 2025

Sprout Social seeks a Staff Software Engineer to join their IAM team, offering growth, technical challenges, and competitive benefits. The role involves designing scalable solutions, collaborating with cross-functional teams, and contributing to a innovative tech environment with strong career development opportunities.

Account Executive - Large Enterprise

Company: Zapier

Location: North America

Posted Dec 14, 2025

Zapier is seeking a Large Enterprise Account Executive to drive strategic adoption of automation and AI solutions for large organizations. The role involves collaborating with executives and technical teams, navigating complex sales cycles, and contributing to product strategy. The company emphasizes a remote work culture, diversity, and growth opportunities while promoting responsible AI use.

Staff Machine Learning Engineer - Quora

Company: Quora

Location: USA

Posted Dec 13, 2025

Quora, a remote-first company, seeks a Machine Learning engineer to enhance recommendation systems and AI platforms. The role offers impactful work on global projects with competitive benefits, emphasizing diversity and innovation in a collaborative environment.

Conversion Rate Optimization Specialist

Company: Twilio

Location: USA

Posted Dec 13, 2025

Twilio seeks a Conversion Rate Optimization Specialist to enhance digital experiences through AB testing and personalization. The role involves collaborating with cross-functional teams to improve conversion rates, with remote work options and competitive compensation.

Director, Medical Portfolio Lead - Women's Health

Company: Viatris

Location: USA

Posted Dec 14, 2025

Viatris Specialty LLC emphasizes empowering people worldwide through healthcare innovation and stability. The role of the US Womens Health Medical Portfolio Lead involves ensuring safe medicine use, strategic planning, and stakeholder engagement while maintaining independence from commercial influence. The position requires expertise in medical affairs, strong communication skills, and alignment with company objectives.

Customer Success Director (Technology Vertical)

Company: First Advantage

Location: USA

Posted Dec 14, 2025

This job posting highlights a Customer Success Director role at First Advantage, emphasizing strategic account management, revenue growth, and collaboration with global clients. The position offers remote work flexibility, competitive compensation, and comprehensive benefits, positioning it as a rewarding career opportunity within a forward-thinking company committed to innovation and employee growth.

Licensing and Credentialing Specialist

Company: Form Health

Location: USA

Posted Dec 14, 2025

Form Health is a telemedicine clinic specializing in obesity treatment, offering high-quality care through technology and a multidisciplinary team. The company emphasizes patient empowerment, DEI initiatives, and a supportive work environment. A job opening for a LicensingCredentialing Specialist is described, highlighting responsibilities related to credentialing processes, compliance, and system management. Benefits include competitive compensation, health packages, and flexible work arrangements.

Personal Injury Protection (PIP) Adjuster

Company: Reserv

Location: USA

Posted Dec 14, 2025

Reserv is an insurtech company leveraging AI and automation to revolutionize claims processes, seeking detail-oriented professionals for a PIP Resolution Specialist role with competitive benefits and flexible work arrangements. The position emphasizes innovation, customer service, and collaboration while offering opportunities for growth and professional development.

Software Development Engineer II - API

Company: Mapbox

Location: USA

Posted Dec 14, 2025

Mapbox is a leading platform for location-aware businesses, offering tools for navigation and customization. The company seeks innovative Software Development Engineers to join their teams, emphasizing collaboration, technical excellence, and diverse growth opportunities.

Social Media Manager

Company: Gratitude Driven LLC

Location: Anywhere

Posted Dec 13, 2025

This job description seeks a Social Media Manager to build a creator brand focused on mindset and productivity content. The role involves strategy development, content creation, analytics, and community engagement across platforms like TikTok, Instagram, and YouTube. The employer emphasizes growth potential, flexibility, and collaboration while valuing creativity, punctuality, and detail-oriented work.

Program Analyst - CS Workforce Management

Company: Netflix

Location: USA

Posted Dec 13, 2025

The Program Analyst role at Netflix involves data analysis, cross-functional collaboration, and workforce management. The position offers competitive compensation and comprehensive benefits, including health plans, retirement options, and flexible time off. It emphasizes analytical skills, operational excellence, and a dynamic work environment.

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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