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.

Microsoft 365 Operations Engineer

Company: EVERSANA

Location: USA

Posted Dec 07, 2025

EVERSANA is a global company with over 7000 employees committed to creating next-generation commercialization services for the life sciences industry. They prioritize improving patient lives, embracing diversity, and fostering an inclusive culture. The company offers a Microsoft 365 Operations Engineer role focused on administering, optimizing, and supporting Microsoft 365 services.

Associate System Engineer

Company: IBM

Location: Multiple Cities

Posted Dec 07, 2025

This job description highlights opportunities to work on hybrid cloud and AI projects with global clients, emphasizing collaboration, technical expertise, and innovation. It outlines responsibilities including software development, problem-solving, and stakeholder engagement, along with educational and skill requirements for the role.

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Company: Varicent

Location: Mexico

Posted Dec 07, 2025

The job description highlights a role in a innovative tech team focused on developing cutting-edge solutions with modern tools. It emphasizes collaboration, remote flexibility, and career growth opportunities within a supportive and results-driven environment.

Senior Community Manager

Company: Reddit

Location: Remote

Posted Dec 07, 2025

Reddit is seeking a strategic community management and operations expert to join the International Community team and help grow Reddit outside of the US. The Senior Community Manager will be responsible for jumpstarting and fostering local communities, particularly in Australia. This role requires deep understanding of the market, user and moderator challenges, and opportunities to iterate, innovate, and scale the consumer growth playbook.

Senior Technical Product Marketing Manager II

Company: IBM

Location: Multiple Cities

Posted Dec 07, 2025

The text describes a career opportunity at IBM Software, specifically in the HashiCorp Portfolio and Platform Product Marketing Group. The role involves creating technical narratives, demos, and content to showcase how HashiCorp helps organizations innovate faster, more securely, and efficiently. The position requires collaboration with various teams, strong storytelling skills, and experience in product marketing or related technical marketing roles.

Manager, Software Engineering - Creation Engine

Company: Figma

Location: Remote

Posted Dec 07, 2025

The text describes Figma's Creation Engine teams, which work on core technologies for Figma's realtime browser-based products. The Client Testing Observability and Performance (CTOP) team focuses on making it easy for client developers to prevent, detect, and resolve performance and quality problems. The role involves managing a team of engineers, partnering with leadership, and building a culture of great work.

Senior Growth Engineer

Company: Apollo.io

Location: Remote

Posted Dec 07, 2025

The job posting is for a Growth Engineer to join a team and accelerate product growth through rapid experimentation, data analysis, and scalable technical solutions. The role involves developing engineering strategies, collaborating cross-functionally, architecting scalable systems, implementing AB testing frameworks, leveraging automation and machine learning, and ensuring technical excellence. The ideal candidate should have proficiency in full-stack development, experience with analytics and AB testing tools, familiarity with growth frameworks, excellent leadership and communication skills, and a mindset focused on metrics, LTV, CAC, retention, and rapid iteration.

Director - Clinical Operations

Company: Alma

Location: Remote

Posted Dec 07, 2025

The Director of Clinical Operations role is a strategic and operational leader responsible for ensuring scalable and compliant clinical operations. The role involves leading internal auditing systems, developing operational compliance KPIs, ensuring operational frameworks align with regulations, and collaborating with cross-functional leaders. The position requires 10+ years of experience in operations management and leadership, with a strong track record of integrating technology into operational workflows and documentation practices.

Director - Product Marketing

Company: Agerpoint

Location: Remote

Posted Dec 07, 2025

Agerpoint is a company that uses advanced AI and data fusion to capture, analyze, and manage field data for agriculture and environmental conservation. Their Agerpoint Capture app turns smartphones into data acquisition tools, and their AInative data platform integrates various data sources to produce precise digital twins and analytics. The company aims to enhance food security, safeguard natural ecosystems, and combat climate change through data-driven solutions.

Services Technician

Company: Insight

Location: USA

Posted Dec 07, 2025

This job posting highlights a Services Technician role with remote work flexibility, competitive salary, and opportunities for career growth. The company emphasizes its strong reputation, innovative technology, and commitment to employee well-being through benefits like remote work flexibility and core values of Hunger, Heart, and Harmony.

Product Management Professional 2026

Company: IBM

Location: POUGHKEEPSIE, US

Posted Dec 07, 2025

The role of a Product Manager at IBM involves navigating customer outcomes, collaborating with multiple teams, and contributing to the success of IBM Z and LinuxONE products. The position requires a Bachelor's degree, experience in product management, agile practices, design thinking, and strong communication skills.

Java (Guidewire) Developer - Japanese Bilingual

Company: IBM

Location: Multiple Cities

Posted Dec 07, 2025

The text describes a career in IBM Consulting, highlighting the opportunities to work with clients globally, collaborate with visionaries, and drive innovation using IBM's technology platforms. It emphasizes the importance of curiosity, continuous learning, and problem-solving skills. The role involves software development, analytical problem-solving, stakeholder engagement, and working with the latest technologies.

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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