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 Data Analyst

Company: Caribou Financial

Location: USA

Posted Dec 07, 2025

This job posting describes a Senior Data Analyst role with responsibilities including managing analytics processes, AB testing, and dashboard creation. It outlines technical requirements like SQL/Python skills and dbt experience, along with benefits such as competitive compensation and comprehensive benefits packages.

Senior Consultant

Company: Insight

Location: Remote

Posted Dec 07, 2025

Insight seeks a Bilingual Senior Consultant to join their team, offering remote work, global opportunities, and a focus on innovation and employee growth. The role involves technical leadership in cloud solutions, collaboration with cross-functional teams, and career development. The company emphasizes its values of Hunger, Heart, and Harmony while highlighting benefits like flexible work arrangements and community engagement.

Senior Software Engineer - Backend Focused (Viator)

Company: Tripadvisor

Location: Poland

Posted Dec 07, 2025

Viator, a Tripadvisor company, is a leading marketplace for travel experiences with 300,000+ options. They offer flexibility, last-minute availability, and a fun work environment. The company is looking for a Senior Software Engineer to join their distributed team in Kraków, Poland. The role involves working on the backend with some frontend projects, using technologies like Java, React, TypeScript, GraphQL, Kubernetes, SQL, NoSQL databases, and AWS.

Senior/Staff Content Designer

Company: Grow Therapy

Location: USA

Posted Dec 07, 2025

The job posting is for a Senior Staff Content Designer role at Grow Therapy. The role involves crafting clear, inclusive, and trustworthy product experiences across client and provider products. The ideal candidate will have 6+ years of content design/UX writing experience, a strong portfolio, and expertise in UX writing, content strategy, and systems thinking. The role requires collaboration with cross-functional teams, including product design, research, and operations, to define messaging, craft value propositions, and shape content systems. The position offers a competitive base compensation and can be hybrid or fully remote.

Senior Software Engineer - Fullstack

Company: Webflow

Location: Argentina

Posted Dec 07, 2025

Webflow is building the world's leading AI-native Digital Experience Platform as a remote-first company. They are expanding their engineering team in Argentina to work on new products and features. The role is for a Senior Software Engineer Fullstack to design and implement scalable backend services and APIs using technologies like Node.js, TypeScript, MongoDB, and AWS.

Sales Trainer II

Company: Tekion

Location: USA

Posted Dec 07, 2025

The job posting is for a Sales Trainer II position at a SaaS company. The role involves designing and delivering advanced sales training programs, conducting training sessions, providing coaching, creating training materials, assessing effectiveness, collaborating with teams, and reporting on outcomes. The company offers competitive compensation, great benefits, and opportunities for growth in a dynamic work environment.

Senior Software Engineer - Developer Tools, Poe

Company: Quora

Location: USA

Posted Dec 07, 2025

Quora seeks engineers to join their remote team, focusing on Poe's AI platform. The role involves building tools for developers, with a culture of collaboration and innovation. Benefits include competitive pay, remote work, and equity.

Commercial Account Executive - Mid Market

Company: GitLab

Location: UK

Posted Dec 07, 2025

This job description outlines the role of a Midmarket Account Executive at GitLab, focusing on managing sales cycles, collaborating with cross-functional teams, and contributing to sales processes. It highlights responsibilities such as guiding customers through adoption of DevSecOps platforms, analyzing sales performance, and improving internal documentation. The role requires experience in software sales, strong communication skills, and alignment with GitLab's values.

Senior Product Designer

Company: EDB

Location: USA

Posted Dec 07, 2025

The job posting is for a Senior Product Designer position that is 100% remote for US-based candidates. The role requires a growth mindset, customer focus, and collaboration in an inclusive environment. The impact includes strategic design, visual excellence, design systems, research, and leadership. The ideal candidate should have 5+ years of experience, expertise in Figma, experience with AI tools, and a history of fostering inclusive team environments.

Software Engineer - Lua

Company: Vercel

Location: USA

Posted Dec 07, 2025

The role involves scaling CDN services, collaborating with teams, and optimizing performance. Requirements include Lua expertise and HTTP knowledge. Benefits include competitive pay, healthcare, and flexible work arrangements.

QA Engineer II

Company: Outliant

Location: Philippines

Posted Dec 07, 2025

Ignite Visibility, an award-winning digital marketing agency, seeks a QA Engineer II to contribute to innovative projects. The role involves testing strategies, automation, and collaboration in a dynamic environment with competitive benefits.

Staff, Product Manager - AI/ML PLatform - Enterprise AI

Company: Twilio

Location: USA

Posted Dec 07, 2025

Twilio is seeking a Staff Product Manager for their Enterprise AI team to lead the development of AI platform capabilities. The role involves defining the product roadmap, building AI reasoning engines, and creating no-code experiences for internal and external teams. The ideal candidate has 7+ years of product management experience, deep knowledge of NLP and LLMs, and experience with enterprise AI platforms.

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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