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.

Senior Solutions Engineer

Company: Grafana Labs

Location: Remote

Posted Dec 06, 2025

The job posting describes an exciting opportunity to join a high-growth technology startup as a Commercial Solutions Engineer. The role involves educating customers, partnering with the sales team, delivering technical presentations, and providing feedback to product management and engineering. The ideal candidate should have extensive technical presales experience, be fluent in English and Spanish, and possess strong communication and problem-solving skills.

Embedded Linux Field Engineer for Devices/IoT

Company: Canonical

Location: Remote

Posted Dec 06, 2025

Canonical seeks an Embedded Linux Field Engineer to expand in IoT and industrial sectors. The role involves customer engagement, solution development, and requires Linux expertise. Benefits include remote work, travel, and professional growth.

MLOps Field Engineer

Company: Canonical

Location: Remote

Posted Dec 06, 2025

Canonical is a leading provider of open source software and operating systems, with a focus on enterprise initiatives such as public cloud, data science, AI engineering, and IoT. The company is hiring an MLOps Field Engineer to help global companies embrace AIML using the latest open source capabilities on public and private cloud infrastructure. The role involves designing ML architectures, solving customer problems, and working closely with enterprise sales leads.

Sr Coordinator-Compliance Office

Company: American Specialty Health Incorporated

Location: USA

Posted Dec 06, 2025

American Specialty Health Incorporated is seeking a Senior Coordinator, Compliance Office to join their Regulatory Strategic Development department. The role involves supporting the company's compliance initiatives, risk assessments, audit requests, and project coordination. The position requires a bachelor's degree, proficiency in MS Office, and 1 year of experience in regulatory compliance or a legal department.

Analytics Engineer 5 - Member Insights Engineering

Company: Netflix

Location: Remote

Posted Dec 06, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The company focuses on using data to improve subscriber experiences and drive higher-quality viewing and discovery. The Analytics Engineer role involves developing data pipelines, tools, and products to make insights about subscribers widely available across the company, in partnership with various teams.

Commercial Account Executive - Mid Market

Company: GitLab

Location: EMEA,Germany,Netherlands,UK

Posted Dec 06, 2025

The role of a Midmarket Account Executive at GitLab involves building relationships with midmarket customers, guiding them through the adoption and expansion of GitLab's DevSecOps platform, and collaborating with various teams to drive successful outcomes. The position requires proven sales experience, effective communication skills, and a deep understanding of GitLab's value proposition.

Provider Relations Representative I

Company: American Specialty Health Incorporated

Location: Remote

Posted Dec 06, 2025

American Specialty Health Incorporated is seeking a Provider Relations Representative to join their Provider Relations department. The role involves responding to practitioner inquiries via phone, ensuring efficient resolution of issues related to credentialing, recredentialing, and contracting. The position requires remote work with a stable internet connection and involves administrative tasks related to credentialing and contracting.

Performance Marketing Manager - Emerging Media & Channel Innovation

Company: Kraken

Location: USA

Posted Dec 06, 2025

Kraken is a mission-focused crypto company with a world-class team dedicated to accelerating global adoption of crypto for financial freedom and inclusion. They offer premium crypto products and prioritize security, education, and client support. The company is fully remote with a diverse global workforce.

Integrated Marketing Manager

Company: Pricefx

Location: USA

Posted Dec 06, 2025

Pricefx is a leading SaaS Pricing, Price Optimization, and Management provider with consistent annual growth. The company values flexibility, diversity, and inclusion, offering remote work opportunities and a warm, welcoming environment. The Integrated Marketing Manager role involves leading integrated scalable growth strategies, lifecycle engagement initiatives, and account-based marketing programs to drive measurable business impact.

Director, Design - Communication Tools

Company: Figma

Location: Remote

Posted Dec 06, 2025

Figma is seeking an experienced Design Leader to oversee cross-functional initiatives and manage a team of world-class designers. The role involves strategic challenges, collaboration with various teams, and shaping product and business strategy. The ideal candidate should have 5+ years of design management experience, a proven track record of collaboration, and expertise with Figma's tools and AI developments.

Integrated Marketing Specialist

Company: Pricefx

Location: USA

Posted Dec 06, 2025

Pricefx is a leading SaaS Pricing, Price Optimization, and Management provider with consistent annual growth. The company values flexibility, diversity, and inclusion, offering remote work opportunities and a warm, welcoming environment. The Integrated Marketing Specialist role focuses on executing and optimizing integrated scale programs, with responsibilities including program execution, event coordination, digital and content support, and more.

Principal Sales Engineer

Company: Kalepa

Location: USA

Posted Dec 06, 2025

This job posting highlights a Sales Engineer role with a competitive salary range of $150-$170K OTE $215K, offering benefits like equity options, comprehensive healthcare, and global team offsites. The position emphasizes collaboration with cross-functional teams, technical expertise in AI/ML, and opportunities to influence product development and client success.

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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