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.

Implementation Manager

Company: Qualia

Location: Remote

Posted Dec 11, 2025

Qualia offers advanced real estate tech solutions, focusing on seamless home buying experiences. Their onboarding program ensures customers leverage AI effectively, supported by comprehensive training and a flexible work environment.

Full Stack Software Engineer (L5) - Game Developer Tools

Company: Netflix

Location: USA

Posted Dec 11, 2025

Netflix is hiring for a Games Developer Tools Engineer role, detailing responsibilities, qualifications, and company culture. The position emphasizes fullstack development, developer tools, and end-to-end ownership. The company highlights diversity and inclusion, with a compensation structure based on annual salary.

Staff Financial Analyst - Corporate Finance

Company: Mozilla

Location: Canada

Posted Dec 11, 2025

Mozilla's mission to improve the internet through open-source innovation is highlighted, with a job role emphasizing financial analysis and collaboration, offering competitive benefits and a supportive work environment.

Sr Principal Product Management

Company: Twilio

Location: USA

Posted Dec 11, 2025

This job posting seeks a Senior Principal Product Manager for Twilio's AI infrastructure team, outlining responsibilities in defining product strategy, collaborating with engineering teams, and driving AI capabilities. It details qualifications, compensation ranges, and benefits, emphasizing remote work and travel requirements.

Director - Federal Sales

Company: Figma

Location: USA

Posted Dec 11, 2025

Figma seeks a Director Federal Sales to lead expansion into the public sector, requiring 15+ years in federal sales and management. The role involves strategy development, relationship building, and performance metrics. Benefits include competitive compensation, equity, and remote work options.

Senior Product Manager - Payments

Company: Pleo

Location: Denmark,Sweden,Spain,Portugal,UK,Netherlands

Posted Dec 11, 2025

The role involves leading the Payments team to create seamless customer experiences. Responsibilities include shaping the payment platform's vision, driving results, and collaborating with stakeholders. The position offers competitive salaries and benefits like a Pleo card, catered meals, and mental health support.

PPC Specialist (Google Ads Focus)

Company: GrowthAssistant

Location: Philippines

Posted Dec 11, 2025

The job posting seeks a PPC Specialist with Google Ads experience to optimize campaigns and support client operations. It highlights a great opportunity to work with a well-known brand, offering benefits like work from home, bonuses, and health insurance. Responsibilities include campaign optimization, analytics monitoring, and SEO practices, with requirements such as 3+ years of experience and SEMRush proficiency.

SEO Lead

Company: Typeform

Location: UK

Posted Dec 11, 2025

Typeform, a successful form builder with 500 million annual responses, seeks an SEO Lead to drive organic growth and shape SEO strategy. The role involves executing technical SEO improvements, collaborating across teams, and ensuring SEO best practices across initiatives.

Full Stack Engineer

Company: Oddball

Location: USA

Posted Dec 11, 2025

Oddball seeks a Full Stack Engineer to build quality software for the federal space, emphasizing impact, growth, and clean code. The role offers remote work, competitive compensation, and benefits like a stipend, 401k match, and flexible PTO. The company promotes inclusivity and values collaboration across Agile teams.

Technical Lead

Company: Oddball

Location: USA

Posted Dec 11, 2025

Wilcore emphasizes building quality software for federal spaces, offering competitive compensation and remote work. The Technical Lead role involves guiding cross-functional teams, mentoring engineers, and ensuring scalable development practices. Benefits include a stipend, comprehensive benefits, and flexible PTO.

Engineering Manager - Core Voice Platform

Company: Vonage

Location: USA

Posted Dec 11, 2025

This job description outlines a Core Voice Manager role requiring leadership of global voice operations, expertise in SIP infrastructure, and collaboration with cross-functional teams. The position emphasizes reliability, security, and innovation in enterprise voice systems, with competitive benefits and career growth opportunities.

Junior Talent Sourcer

Company: JustAnswer

Location: Ukraine

Posted Dec 11, 2025

This job description outlines a Talent Sourcer role requiring proactive sourcing, candidate engagement, and collaboration with recruiters. It emphasizes skills in AI tools, ATS systems, and market research while detailing responsibilities like pipeline building and candidate qualification.

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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