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.

Operations Lead - Brand & Product Experiences and Community Engagement

Company: General Motors

Location: USA

Posted Dec 16, 2025

The Operations Lead role at GM involves managing brand experiences and events with a focus on operational excellence. It offers a competitive salary, benefits, and opportunities for growth.

Senior Product Manager - Outage Management

Company: Kraken

Location: USA

Posted Dec 16, 2025

Kraken is seeking a Senior Product Manager to innovate outage management systems and enhance customer experiences in sustainable energy. The role involves shaping AI-powered solutions for utilities, collaborating across teams, and driving impactful outcomes. The company emphasizes work-life balance, equity, and a mission to transform global energy systems.

Regulatory Consultant

Company: labcorp

Location: UK

Posted Dec 16, 2025

Labcorp seeks a Regulatory Consultant with EUUK REACH experience, offering remote work, career growth, and a supportive team. Benefits include competitive pay, global projects, and inclusive employment practices.

Senior Product Analyst

Company: Grafana Labs

Location: USA

Posted Dec 16, 2025

This job posting highlights a remote Senior Product Analyst role at Grafana Labs with opportunities to work on analytics tools, collaborate with cross-functional teams, and contribute to open-source documentation. The position offers competitive compensation, RSUs, and a focus on measuring documentation effectiveness. Requirements include SQL skills, experience with analytics tools, and collaboration across teams.

Software Engineer I

Company: SpryPoint

Location: Canada

Posted Dec 16, 2025

SpryPoint, a fast-growing utility tech company, offers innovative solutions and a dynamic work environment. They seek Software Developers to join their team, emphasizing collaboration, growth, and competitive benefits.

DeFi Product Manager - Bolt

Company: Phi Labs

Location: Portugal

Posted Dec 16, 2025

Phi Labs is seeking a Technical Product Manager for a DeFi product, offering remote work, flexible hours, and competitive compensation. The role involves collaborating with cross-functional teams to build blockchain solutions with a focus on liquidity and scalability. The company emphasizes open-source development, global teamwork, and innovation in decentralized finance.

Implementation Integrations Analyst I

Company: Tekion

Location: USA

Posted Dec 16, 2025

This job posting describes an Integration Analyst role with responsibilities including cross-functional collaboration, integration process management, and system maintenance. The position requires technical expertise in software integration and offers competitive compensation, comprehensive benefits, and opportunities for career growth. It emphasizes a dynamic work environment with a collaborative culture and potential to work with innovative technologies.

Sr. Software Engineer - AI Tasks (Fullstack)

Company: Zapier

Location: North America

Posted Dec 16, 2025

Zapier is hiring for AI roles, emphasizing innovation, collaboration, and diversity. They seek engineers to build AI tools, ensuring transparency and impact.

Senior Product Analyst

Company: Grafana Labs

Location: Germany

Posted Dec 16, 2025

This job posting describes a fully remote Senior Product Analyst role at Grafana Labs in Germany, focusing on analytics for documentation artifacts, collaboration with cross-functional teams, and measuring documentation effectiveness. It highlights competitive compensation and opportunities to work with tools like Grafana, BigQuery, and dbt, while emphasizing open-source contributions and shared ownership through RSUs.

Software Engineer – Hardware Emulation (Hardware Emulation)

Company: Boeing

Location: USA

Posted Dec 16, 2025

This job posting seeks a Senior Software Engineer specializing in Hardware Emulation for Boeing's Emulation Team in Berkeley, Missouri. The role involves developing software models, collaborating with cross-functional teams, and working on virtualization technologies. It highlights required skills in C/C++, embedded systems, and hardware emulation, along with competitive pay and benefits.

Strategic Finance Associate

Company: Dropbox

Location: USA

Posted Dec 16, 2025

This job description outlines a Strategic Finance role at Dropbox, emphasizing responsibilities like financial modeling, strategic decision analysis, and cross-functional collaboration. It highlights requirements such as financial modeling skills, data analysis experience, and preferred qualifications in SaaS and SQL. The role offers leadership exposure and involvement in high-priority business initiatives.

Brand & Product Communications Manager - Events & Experiences

Company: General Motors

Location: USA

Posted Dec 16, 2025

This job description outlines a Brand & Product Communications Manager role at General Motors, focusing on strategic brand experiences, agency management, competitive analysis, and event execution. It highlights qualifications, compensation ($149,000–$198,600), benefits, and remote work flexibility with travel requirements.

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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