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.

Principal Data Scientist

Company: Gradient AI

Location: USA

Posted Dec 10, 2025

Gradient AI is seeking Principal Data Scientists to revolutionize insurance through AI-powered solutions, offering competitive compensation, flexible work arrangements, and opportunities to impact healthcare innovation. The role involves developing predictive models, collaborating with cross-functional teams, and leveraging extensive health data to enhance underwriting and patient care.

Manager - Product Marketing

Company: Figma

Location: USA

Posted Dec 10, 2025

This job description outlines a Product Marketing Manager role at Figma with responsibilities including leading PMM teams, developing go-to-market strategies, and collaborating across departments. The ideal candidate should have 7+ years of experience, team leadership skills, and expertise in commercial growth. Figma offers competitive compensation, equity, and benefits including health insurance, retirement plans, and remote work flexibility.

Design Engineer

Company: Vercel

Location: USA

Posted Dec 10, 2025

Vercel seeks a Senior/Staff Design Engineer to enhance user experiences and drive growth. The role offers competitive compensation, remote flexibility, and opportunities to innovate. The company emphasizes inclusivity and collaboration across teams.

Major Account Executive

Company: GitLab

Location: EMEA,Europe,Germany

Posted Dec 10, 2025

This job description outlines a Major Account Executive role at GitLab, focusing on managing complex customer relationships, leading sales processes, and developing strategic account plans. The position requires consultative selling skills, cross-functional collaboration, and expertise in DevSecOps platforms. It emphasizes building long-term partnerships, driving product adoption, and working in an all-remote environment.

Provider Marketing - Acquisition Associate II

Company: Grow Therapy

Location: USA

Posted Dec 10, 2025

This job description outlines a role focused on provider acquisition and marketing operations, requiring collaboration with cross-functional teams, campaign management, and data-driven optimization. The position offers hybrid or fully remote work arrangements with a competitive salary range based on location and experience.

Head of Controllership

Company: Welltech

Location: Spain

Posted Dec 10, 2025

Welltech promotes itself as a global health innovation leader with mission-driven goals and a thriving culture. The text highlights job opportunities for a finance controller role, emphasizing impact on global health and professional growth.

Purchasing Specialist

Company: GuidePoint Security

Location: USA

Posted Dec 10, 2025

This job description outlines the responsibilities of a Purchasing Specialist at GuidePoint Security LLC, including order processing, vendor communication, and compliance with service-level agreements. The role requires experience in purchasing, attention to detail, and flexibility in work schedules, with emphasis on analytical skills and adaptability.

Senior Product Manager - Noa Notes

Company: Docplanner

Location: Spain

Posted Dec 10, 2025

DocPlanner aims to revolutionize healthcare through AI, offering a mission-driven role with flexible work and impactful projects. The company emphasizes diversity, innovation, and a startup mindset while providing competitive benefits and global opportunities.

Cyber Security Specialist

Company: Sentrabyte Digital Solusi

Location: Remote

Posted Dec 10, 2025

Sentrabyte Digital Solusi seeks a Cyber Security Specialist with penetration testing expertise. The role offers remote work, competitive pay, and a collaborative environment focused on real-world security projects.

Principal Application Security Consultant

Company: GuidePoint Security

Location: USA

Posted Dec 10, 2025

This text describes a job opportunity for an Application Security Consultant at GuidePoint Security, highlighting responsibilities such as conducting security assessments, providing remediation guidance, and contributing to marketing initiatives. It emphasizes the company's commitment to evolving security offerings and the candidate's role in solving complex problems while advancing their skills in the information security industry.

Audio Designer

Company: Canva

Location: Australia

Posted Dec 10, 2025

Canva's audio content role offers collaboration, innovation, and benefits like equity, flexible leave, and a supportive work environment.

Lifecycle Marketing Manager

Company: Jane App

Location: Canada

Posted Dec 10, 2025

Jane seeks a Lifecycle Marketing Manager to enhance customer journeys and drive growth. The role emphasizes impact, collaboration, and innovation in a high-growth SaaS environment with competitive compensation and benefits.

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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