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.

Security Software Engineer (L5) - Detection Engineering

Company: Netflix

Location: USA

Posted Nov 21, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Detection Engineering Team focuses on analyzing high-risk attack paths and creating focused detections to reduce risk to the business. The team values software engineering skills, risk reduction, and improving the security space. They seek an experienced detection engineer with at least 5 years of experience writing detections at scale using a detection-as-code approach, preferably in an AWS environment. The role offers a competitive compensation structure and comprehensive benefits.

Senior Security Software Engineer (L5) - Security Platforms Engineering

Company: Netflix

Location: Poland

Posted Nov 21, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Security Platforms Engineering team builds foundational security services, including vulnerability management. They are expanding their team in Poland to support vulnerability visibility, triage, and remediation across Netflix's ecosystem. The role is remote for candidates located in Poland.

Data Engineer 5 - Personalization

Company: Netflix

Location: USA

Posted Nov 21, 2025

Netflix is a leading global entertainment service with over 300 million paid subscribers in 190 countries. The company offers a wide variety of TV series, films, and games across multiple genres and languages. Netflix values inclusion and diversity, providing a meaningful interview experience for all candidates and celebrating diversity in its workforce.

Data Engineer (L5) – Security

Company: Netflix

Location: USA

Posted Nov 21, 2025

Netflix emphasizes security and data engineering efforts to protect member data and infrastructure. The role requires building scalable data pipelines and collaborating across teams. The job offers competitive compensation and comprehensive benefits while promoting diversity and inclusion.

IT Delivery Manager

Company: TwinStream

Location: UK

Posted Nov 21, 2025

TwinStream is seeking a Delivery Manager to coordinate delivery across multiple projects, lead agile delivery activities, provide lightweight governance, manage risks and dependencies, engage stakeholders, and drive continuous improvement. The role offers a competitive salary, fully remote work, and excellent benefits including pension, private healthcare, learning and development, flexible working, electric vehicle scheme, generous holidays, team events, and additional perks.

Data Engineer (L5) - Ads

Company: Netflix

Location: USA

Posted Nov 21, 2025

This text describes Netflix's Ads Data Engineering team, their focus on building data products for ad impact analysis, hiring requirements for software engineers with data expertise, and details about compensation and benefits. It emphasizes technical skills, collaboration, and company values.

Senior Software Engineer - Web Services

Company: Mozilla

Location: UK

Posted Nov 21, 2025

MZLA Technologies Corporation, a subsidiary of the Mozilla Foundation, develops open-source email and productivity tools like Thunderbird. They value privacy, user control, and collaboration with a global community. The company seeks a Senior Software Engineer to lead web services initiatives, focusing on JMAP, Python, and TypeScript. They offer competitive salaries, remote work, and a comprehensive benefits package.

Data Scientist Manager - Games Product and Platform

Company: Netflix

Location: USA

Posted Nov 21, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The company is seeking a Manager of Games Product and Platform DSE to lead a team of data scientists and analytics engineers to improve the gaming experience on Netflix. The role involves providing data strategy, measurement, and experimentation for games product experiences, as well as owning the information flow of critical backend platform data.

Proposal Writer

Company: RSI Security

Location: USA

Posted Nov 21, 2025

RSI Security seeks a Proposal Writer for their Sales & Growth team, requiring 25 years of experience in cybersecurity or technical fields. The role involves creating compliant RFP responses, collaborating with experts, and contributing to content libraries. Benefits include remote work, competitive salary, professional growth opportunities, and a mission-driven environment.

Senior Software Engineer - Web Services

Company: Mozilla

Location: USA

Posted Nov 21, 2025

MZLA Technologies Corporation, a subsidiary of the Mozilla Foundation, develops open-source email and productivity tools like Thunderbird. They value privacy, user control, and collaboration with a global community. The company seeks a Senior Software Engineer to lead web services initiatives, focusing on JMAP, Python, and TypeScript. They offer competitive salaries, benefits, and a remote work environment.

B2B Growth Marketing Strategist

Company: Canva

Location: Australia

Posted Nov 21, 2025

This job description highlights a Growth Strategist role at Canva, focusing on scaling enterprise solutions through data-driven strategies, cross-functional collaboration, and innovative experiments. The position offers remote flexibility and aligns with Canva's mission to redefine design experiences globally.

Senior Engineering Manager – User Platform

Company: Canva

Location: Australia

Posted Nov 21, 2025

Canva is a company that values diversity, inclusion, and employee well-being. They offer flexible work arrangements, equity packages, and a supportive culture. The User Platform group is responsible for building foundational platforms that enable Canva teams to ship amazing experiences quickly and safely.

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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