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.

Games Reliability Manager

Company: Netflix

Location: Remote

Posted Nov 19, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. They are seeking an experienced Game Reliability Manager to ensure their games meet high standards of quality and technical health. The role involves collaborating with various teams to uphold and advance reliability standards, manage incident response, and drive continuous improvement processes.

Senior Research Engineer - Video Generative AI

Company: Canva

Location: Remote

Posted Nov 19, 2025

Canva is a company that values design and innovation. They offer a welcoming work environment with a focus on employee well-being. The Senior Research Machine Learning Engineer role involves developing advanced machine learning tools to enhance user experience and drive growth.

Sales Commercial Account Executive - Social Impact

Company: Blackbaud

Location: Remote

Posted Nov 19, 2025

This job posting highlights a sales role at Blackbaud with competitive compensation, remote-first work flexibility, comprehensive benefits, and opportunities for career growth. The company emphasizes diversity, equity, and a supportive work environment with clear performance expectations.

Multimedia Designer

Company: Skyrocket Studios

Location: Remote

Posted Nov 19, 2025

The job description outlines a role focused on visual content creation, brand handling, and software proficiency. It emphasizes collaboration, staying updated on industry trends, and requires strong organizational and communication skills. Fresh graduates with a design portfolio are encouraged to apply.

Application Security Engineer L4/L5

Company: Netflix

Location: Remote

Posted Nov 19, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Security Platforms Engineering team builds foundational security services and drives key Application Security initiatives. The role is for a Security Software Engineer with an Application Security focus, working remotely in Poland. The ideal candidate should have strong software development experience, deep application security expertise, and the ability to design scalable security solutions.

Expert Writer - Medical Content Development

Company: EVERSANA

Location: Remote

Posted Nov 20, 2025

EVERSANA is a global company with over 7000 employees committed to creating next-generation commercialization services for the life sciences industry. They serve clients ranging from biotech startups to established pharmaceutical companies. The company values diversity, inclusion, and patient-centricity, and is looking for team members who care deeply about EVERSANA, its people, clients, and patients.

Data Scientist (L5) - Ads (Forecasting)

Company: Netflix

Location: Remote

Posted Nov 19, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. They are creating a new lower-priced ads-supported tier and seeking founding members for this business area. The Ads Data Science and Engineering team aims to build the foundation of the ads business, conduct analyses, develop tools, and create predictive models to provide more choices for members and a better experience for advertisers.

Clinical Documentation Integrity (CDI) Specialist

Company: Guidehouse

Location: Remote

Posted Nov 19, 2025

The Clinical Documentation Integrity Specialist role involves reviewing and analyzing health records to ensure accurate diagnoses, procedures, and coding. The position requires strong clinical knowledge, communication skills, and the ability to collaborate with physicians and coding teams. Guidehouse offers a comprehensive benefits package and a competitive salary range for this position.

Senior Engineer - Animation (Story Tech)

Company: CD PROJEKT RED

Location: Remote

Posted Nov 19, 2025

The company aims to create revolutionary story-driven RPGs and seeks a Senior Engineer to develop animation systems and tools for their open-world game. The role involves collaborating with various teams, writing high-quality C++ code, and maintaining debugging and profiling. The company offers a positive work environment, relocation support, and various perks and benefits.

Machine Learning Scientist (L4/L5) - Studio Media Algorithms

Company: Netflix

Location: Remote

Posted Nov 19, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Studio Media Algorithms team focuses on innovation to enhance creator tools and increase member value. The company is seeking a Research Scientist with expertise in computer vision, natural language processing, or computer graphics to develop core algorithms for content creation tools.

Relationship Manager

Company: Skyrocket Studios

Location: Remote

Posted Nov 19, 2025

The text describes a client relationship management role focused on building strong client relationships, providing strategic consulting, managing accounts, upselling/cross-selling, project management, and delivering presentations. It emphasizes the importance of excellent communication, analytical skills, industry knowledge, and a proactive approach to problem-solving.

Revenue Operations Senior Analyst

Company: Docplanner

Location: Remote

Posted Nov 19, 2025

Doctoralia, a large healthcare platform, seeks a detail-oriented analyst with business experience. The role involves data analysis and process optimization, offering competitive benefits like healthcare, flexible hours, and unique perks.

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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