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.

Engineering Manager - Ads Creatives

Company: Netflix

Location: Remote

Posted Nov 30, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. They recently launched an adsupported tier and are building an inhouse ad tech ecosystem. The Ads Platform team is dedicated to creating a worldclass advertising ecosystem that drives their business and ensures exceptional experiences for members and advertisers.

Enterprise Account Executive

Company: Perforce

Location: Remote

Posted Dec 01, 2025

Perforce is a global company with a collaborative and innovative culture. They are seeking an experienced Enterprise Account Executive to join their sales team, focusing on managing complex client relationships and driving revenue growth. The role requires expertise in sales methodologies and the ability to mentor team members.

Distributed Systems Engineer 5 - Live Ad Serving

Company: Netflix

Location: Remote

Posted Nov 30, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. They recently launched an ads-supported tier and are building an in-house ad tech ecosystem. The Ads Platform Engineering team focuses on building advertising systems and integrations to deliver ads using Netflix's content delivery ecosystem. They aim to ensure a seamless viewing experience for members while driving outcomes for advertisers.

Senior Software Engineer, Cloud Gaming - Video Algorithms (L5)

Company: Netflix

Location: Remote

Posted Nov 30, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. They are passionate about delivering the best visual quality experience to their members across various platforms, including video-on-demand, live products, and cloud gaming. The company is seeking a Senior Software Engineer with media expertise to work on video algorithms for cloud gaming, focusing on designing, prototyping, and implementing encoding algorithms and software workflows.

Lead Full Stack Engineer - Java/J2EE (Director level)

Company: First Advantage

Location: Remote

Posted Nov 30, 2025

First Advantage is seeking a Lead Full Stack Engineer to drive architecture and engineering excellence for JavaJ2EE applications on Azure. The role involves technical leadership, mentorship, and hands-on development, with a focus on secure, scalable systems. The company values diversity, inclusion, and employee growth.

iOS Software Engineer 5 - Member Engineering

Company: Netflix

Location: Remote

Posted Nov 30, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The company focuses on providing a delightful viewing experience across various devices and genres. The Senior Software Engineer role involves collaborating with cross-functional teams to build performant and accessible consumer-facing experiences on the iOS app using Swift and GraphQL.

Software Engineer (L5) - Ads Conversion Measurement

Company: Netflix

Location: Remote

Posted Nov 30, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. They recently launched an ads-supported tier to attract new members and advertisers. The Ads Measurement Engineering team is building systems to help advertisers measure campaign outcomes while respecting the viewing experience. They seek highly motivated engineers with experience in ad tech, privacy-safe conversion systems, and legal compliance.

Distributed Systems Engineer 5 - Core Ad Serving Services

Company: Netflix

Location: Remote

Posted Nov 30, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. They recently launched an ads-supported tier and are building an in-house ad tech ecosystem. The Ads Platform Engineering team focuses on building advertising systems and integrations to deliver ads using Netflix's content delivery ecosystem. They aim to ensure a seamless viewing experience for members while driving outcomes for advertisers.

Solutions Architect II

Company: Outliant

Location: Anywhere

Posted Nov 30, 2025

Ignite Visibility is a leading digital marketing agency offering a remote Solutions Architect II role with opportunities for growth, innovation, and impactful projects. The position emphasizes strategic collaboration, technical expertise, and a supportive work environment.

Resource Management Coordinator

Company: GuidePoint Security

Location: Remote

Posted Dec 01, 2025

The Resource Management Coordinator role involves strategic resource planning, project support, and stakeholder collaboration. It requires expertise in scheduling, systems proficiency, and analytical skills to ensure efficient delivery and team success.

Sr. Image Processing Engineer

Company: PaxeraHealth

Location: Remote

Posted Nov 30, 2025

The Senior Image Processing Engineer works on the full life cycle of data classification algorithms and image processing for medical imaging. They develop algorithms, give presentations, and create visual interpretations of data. The role involves target detection, tracking, video georeferencing, and enhancing software for immersive augmented and virtual reality experiences.

Influencer Marketing Intern

Company: FamFluence

Location: Remote

Posted Nov 30, 2025

FamFluence Talent Management is seeking an Influencer Marketing Intern to assist with securing influencer campaign activations, building relationships with influencers, researching and recommending influencers, analyzing campaign data, staying updated with market trends, conducting outreach to brands, and applying to campaigns through platforms. The internship is virtual, offers college credit, and requires a minimum of 15 hours per week commitment.

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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