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 Security Engineer

Company: Green Dot Corporation

Location: USA

Posted Dec 03, 2025

Green Dot is seeking a Senior Security Engineer with expertise in assessing security architecture and conducting assessments across on-premises and Azure cloud environments. The role involves collaborating with cross-functional teams, integrating security controls into CI/CD pipelines, and aligning with enterprise security standards. The position offers a competitive salary range of $104,900 to $157,300 annually and emphasizes a remote work model with a focus on innovation and talent attraction.

Security Software Engineer

Company: Canonical

Location: Remote

Posted Dec 03, 2025

Canonical is a leading provider of open source software and operating systems, with a focus on security. They are looking for exceptional security-focused software engineers to join their globally distributed teams. The company offers a distributed work environment, personal learning and development budget, and various benefits.

Software Development Engineer III - MapGPT

Company: Mapbox

Location: Remote

Posted Dec 03, 2025

Mapbox is a leading real-time location platform that provides tools for navigation and location-aware businesses. They offer a voice assistant called MapGPT, powered by location intelligence, which enables natural conversations about directions, landmarks, and other dynamic aspects of the world. The company values high-performing individuals, diversity, and a culture of teaching and learning.

Data Scientist

Company: MGID

Location: Remote

Posted Dec 03, 2025

MGID seeks a Data Scientist to join their AdTech team, focusing on data analysis, algorithm development, and stakeholder collaboration. The role requires expertise in Python, machine learning, and big data technologies, with opportunities to impact product development and optimize CPA campaigns.

Software Engineer 5 - TV Client Foundations

Company: Netflix

Location: USA

Posted Dec 03, 2025

The text highlights Netflix's commitment to creating exceptional TV experiences, emphasizing team collaboration, innovation, and diverse values. It outlines job opportunities with focus on technical expertise, scalability, and a supportive work culture, while detailing competitive benefits and inclusive practices.

React Developer (Front-end, Next.js), SC cleared

Company: NECSWS

Location: UK

Posted Dec 03, 2025

NEC Digital seeks a Frontend React Developer for a hybrid or remote role. The successful candidate will develop and maintain web applications using React and Next.js, collaborating within a Scrum team to implement new features and ensure accessibility, performance, and test quality standards. The role requires SC clearance and strong React, TypeScript, and Next.js skills.

Product Manager L5 - Enterprise Developer Enablement

Company: Netflix

Location: USA

Posted Dec 03, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Content and Business Products team builds technology to scale content operations. The role is for a Technical Product Manager to drive the strategy and evolution of application development platforms, simplifying the software development lifecycle and integrating AI capabilities.

Financial Analyst

Company: Blackbaud

Location: USA

Posted Dec 03, 2025

This job posting describes a Financial Analyst role at Blackbaud, requiring 13 years of experience and proficiency in financial tools. The position involves budget forecasting, reporting, and process improvements. Blackbaud emphasizes a remote-first culture, equal opportunity, and competitive compensation.

Software Engineer L4 - Revenue Finance Infrastructure

Company: Netflix

Location: USA

Posted Dec 03, 2025

The text describes Netflix's global entertainment services and a job opening for a Revenue Infrastructure engineer. It outlines team responsibilities, technical requirements, and company values, with details about compensation and diversity initiatives.

Senior Director - Product & Services Enablement Learning

Company: Tekion

Location: Remote

Posted Dec 03, 2025

The job description highlights responsibilities in customer training programs, required skills in learning platform development, and benefits like competitive compensation and career growth opportunities. It emphasizes collaboration, strategic thinking, and a dynamic work environment with innovative culture.

Procurement Analyst

Company: Fortive

Location: Brazil

Posted Dec 03, 2025

The text describes the key skills, experience, and qualifications required for a successful purchasing professional. It highlights the importance of strategic planning, supplier management, negotiation, data analysis, and communication in this role.

Sr. QA Automation Engineer - Pro

Company: Kraken

Location: USA

Posted Dec 03, 2025

Kraken is a mission-focused crypto company with a world-class team dedicated to accelerating global crypto adoption and financial freedom. They offer various products and services, and are committed to security, education, and client support. The Pro team is responsible for trading backend services and recently played a critical role in scaling Kraken's trading infrastructure.

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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