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.

Software Engineer (L5) – Commerce Data Engineering, Foundations Team

Company: Netflix

Location: USA

Posted Nov 28, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Commerce Data Engineering team ensures data availability, reliability, and quality to power product experiences and optimize customer acquisition. The Solutions Software Engineer role in the Foundations Team involves designing and building scalable systems to improve data processing efficiency, health, and developer productivity.

Distributed Systems Engineer (L6) - Commerce Product Data Engineering

Company: Netflix

Location: USA

Posted Nov 28, 2025

Netflix is a leading entertainment service with over 300 million paid memberships across 190 countries. The company uses data insights to optimize customer experience and drive innovation. The Commerce Insights and Data Products Engineering team focuses on data critical to product experiences, empowering product managers and business leaders to experiment and innovate. The role involves providing strategic technical leadership for ML-oriented data products, designing distributed systems, and partnering with ML research and engineering teams.

Full-Stack Engineer L5, ML Insights & Visualizations, Machine Learning Platform

Company: Netflix

Location: USA

Posted Nov 28, 2025

Netflix seeks FullStack Engineers to develop ML tools, enhance observability, and drive innovation. The role involves cross-functional collaboration and offers a flexible compensation package.

Enterprise Solutions Engineer - PreSales

Company: Sanity

Location: Europe

Posted Nov 28, 2025

Sanity.io is an AI-powered content operating system that helps companies like SKIMS, Figma, Riot Games, Anthropic, COMPLEX, Nordstrom, and Morningbrew automate and streamline their content operations. The company is seeking an Enterprise Solutions Engineer to lead complex product demonstrations, educate users, develop showcase implementations, and provide expert guidance on implementing Sanity across various complex verticals and advanced use cases.

Field & ABM Marketing Manager

Company: Tanium

Location: Canada

Posted Nov 28, 2025

The Field ABM Marketing Manager Canada role involves driving regional marketing initiatives, collaborating with sales, developing ABM programs, executing integrated campaigns, and supporting sales enablement. The ideal candidate has 3-5 years of B2B enterprise marketing experience, strategic thinking, project management skills, and proficiency in marketing technologies.

Field Marketing Manager

Company: One Model

Location: USA

Posted Nov 28, 2025

The Field Marketing Manager role at One Model involves driving field marketing execution for events and sales enablement, as well as managing the Evangelist Advocacy Program by connecting with industry influencers and coordinating partnerships. The role requires a mix of hands-on execution, team coordination, and strategic program management to ensure seamless event delivery, sales support, and influencer engagement.

Account Executive - Mid Market, Public Sector

Company: Sprout Social

Location: USA

Posted Nov 28, 2025

Sprout Social is hiring an Account Executive Mid Market Public Sector for their Sales & Success team. The role involves identifying sales opportunities, managing deal cycles, and building relationships with key stakeholders in the public sector. The company offers a supportive environment for career growth and development.

Software Engineer II

Company: JustAnswer

Location: India

Posted Nov 28, 2025

The role involves developing high-performance iOS apps with Swift, collaborating across teams, and leveraging AI tools. Benefits include working on a high-impact app with a collaborative culture.

Cyber Enterprise Architect – Associate Director

Company: Guidehouse

Location: USA

Posted Nov 28, 2025

This job posting highlights a Cyber Enterprise Architect role with competitive compensation, comprehensive benefits, and opportunities to work on federal cybersecurity initiatives. The position requires advanced expertise and clearances but offers career growth and impactful work in cybersecurity architecture.

Software Engineer III

Company: SpryPoint

Location: Canada

Posted Nov 28, 2025

SpryPoint is a high-growth software company revolutionizing the utility industry with its cloud-native platform. Founded in 2012, the company has grown to 285+ employees serving 100+ utility clients across North America and the Caribbean. SpryPoint's mission is to deliver comprehensive solutions that modernize the entire metertocash process, with a focus on customer success and continuous improvement.

Financial Operations Representative

Company: Liberty Mutual Insurance

Location: USA

Posted Nov 28, 2025

The job description outlines the role of a Customer Service Financial Specialist at Liberty Mutual's Safeco Billing Operations Billing Team. The position involves providing customer service support to internal CSRs, handling billing inquiries, and performing calculations and data analysis. The role requires strong math, communication, and customer service skills, as well as proficiency in Microsoft tools and knowledge of Safeco Billing Systems.

Distributed Systems Engineer (L5) - Commerce Product Data Engineering

Company: Netflix

Location: USA

Posted Nov 28, 2025

Netflix promotes its global entertainment services and data-driven approach, highlighting job opportunities with competitive benefits and a focus on innovation and scalability.

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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