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 Account Manager

Company: EVERSANA

Location: USA

Posted Nov 20, 2025

EVERSANA INTOUCH is a global marketing agency network serving the life sciences industry. They provide creative, media, enterprise solutions, and data analytics services. The company values diversity, inclusion, and patient-centricity. They are looking for a Senior Account Manager with marketing and advertising expertise, strong client relations skills, and the ability to manage projects successfully.

Group Art Supervisor (must have pharma agency exp)

Company: EVERSANA

Location: USA

Posted Nov 20, 2025

EVERSANA INTOUCH is a global marketing agency network serving the life sciences industry. They provide creative, media, enterprise solutions, and data analytics services. The company values diversity, inclusion, and patient-centricity. They are looking for a Group Art Supervisor with extensive design experience and pharmaceutical industry knowledge.

Security Engineer (DLP)

Company: Scopely

Location: Canada

Posted Nov 20, 2025

Scopely is seeking a Security Engineer DLP to join their Data Protection team in Canada. The role involves maturing corporate security and data protection programs, investigating incidents, and enhancing visibility into sensitive data movement. The ideal candidate should have experience in security engineering, data analysis, and handling data leaks and insider security incidents. Scopely is committed to creating a diverse and supportive work environment.

Intermediate Fullstack Engineer (Ruby/Vue.js) - Growth

Company: GitLab

Location: Remote

Posted Nov 20, 2025

The Growth team at GitLab focuses on optimizing the user journey to drive product adoption and engagement. They experiment and implement data-driven improvements across the platform, collaborating with various teams. The role involves designing AB tests, building user onboarding flows, analyzing results, and contributing to frontend and backend development, with a focus on Ruby on Rails and Vue.js.

Solutions Engineer

Company: Smartcat

Location: Remote

Posted Nov 20, 2025

This text describes the role of a Solutions Engineer at Smartcat, emphasizing their responsibilities as technical leaders in presales and postsales journeys. It highlights collaboration with cross-functional teams, driving product growth, and delivering scalable solutions aligned with customer business needs. The role requires expertise in technical presales, AI technologies, and enterprise systems, with opportunities to influence product development and strengthen customer relationships.

Vice President of Marketing

Company: DAS Health

Location: USA

Posted Nov 20, 2025

DAS Health is seeking a strategic and execution-driven marketing leader to accelerate growth and strengthen brand leadership in the healthcare vertical, with a focus on senior living and ambulatory organizations. The role involves developing and executing a marketing strategy, driving demand generation, leading a marketing team, and ensuring operational accountability. The ideal candidate has 10+ years of B2B marketing experience, proven success in leadership roles, and proficiency in marketing automation and analytics tools.

Senior Product Manager - Star Trek Fleet Command

Company: Scopely

Location: Remote

Posted Nov 20, 2025

Scopely's Star Trek Fleet Command continues to thrive as a top-grossing game. The Senior Product Manager role involves strategic planning, live operations, and player advocacy. Scopely emphasizes innovation, diversity, and global community engagement.

Senior Fullstack Engineer - Observability

Company: Canva

Location: Australia

Posted Nov 20, 2025

Canva is seeking a full-stack engineer to join their Observability Insights Team, focusing on building user-facing observability tools and platform infrastructure. The role involves delivering features, building cross-telemetry applications, owning platform infrastructure, partnering with engineering customers, balancing best practices with user needs, participating in incident response, modernizing observability tooling, and mentoring team members. The ideal candidate should have strong computer science knowledge, full-stack engineering experience with React and Golang, deep observability domain knowledge, experience building user-facing applications, proficiency with observability platforms and tools, understanding of distributed systems observability, infrastructure and operations experience, strong product thinking, customer empathy, and excellent communication skills.

Machine Learning Scientist (L4) - Content & Studio

Company: Netflix

Location: USA

Posted Nov 20, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Studio Media Algorithms team is at the forefront of innovation, enhancing and supporting the vision of creators. The company is seeking early-career talent with experience in generative and reconstructive image and video models to improve video content quality.

Backend Engineer - Core Tech

Company: Stripe

Location: Remote

Posted Nov 20, 2025

Stripe is a financial infrastructure platform that enables businesses to accept payments and grow their revenue. The company is focused on increasing the GDP of the internet and provides a wide range of infrastructure services to support its products and services. Stripe values collaboration, customer obsession, and building a great customer experience for internal and external teams.

Vice President - Marketing

Company: Relay Graduate School of Education

Location: Remote

Posted Nov 20, 2025

Relay Graduate School of Education is seeking a Vice President of Marketing to lead the institution's comprehensive marketing strategy, drive enrollment, and grow brand visibility. The role involves strategic marketing leadership, brand messaging, communications, and team development. The ideal candidate should have 8+ years of marketing experience, a proven track record in integrated marketing strategies, and a strong commitment to educational equity.

Talent Acquisition Specialist

Company: Procare HR

Location: USA

Posted Nov 20, 2025

Procare HR is seeking a Talent Acquisition Specialist for a fully remote role. The company offers comprehensive HR services and emphasizes positivity, curiosity, accountability, gratitude, and growth. The role involves talent acquisition responsibilities in a fast-paced setting, with a focus on attention to detail, organizational skills, communication, and customer service. Procare HR provides competitive salary, benefits, and a supportive work environment.

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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