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.

ABM Specialist

Company: Vonage

Location: Mexico

Posted Dec 03, 2025

This job posting highlights Vonage's opportunity to work on advanced account-based marketing initiatives, emphasizing collaboration, cross-functional impact, and growth mindset requirements for a Marketing Operations role critical to achieving revenue targets and OKRs.

Senior Engineering Director - AI Integrated Systems

Company: Axelera AI

Location: Europe,UK

Posted Dec 03, 2025

Axelera AI is a global industry pioneer in AI hardware, having raised $120 million and built a world-class team of 220+ employees. They are seeking a strategic engineering leader to own hardware development and lead the design of their AI accelerator cards and system-level solutions.

Enterprise Real Account Manager

Company: Mapbox

Location: USA

Posted Dec 03, 2025

Mapbox is a leading real-time location platform for businesses, offering tools for navigation and location-aware applications. The company values high-performing individuals, diversity, and teaching. The role involves building relationships with enterprise customers, presenting solutions, and expanding Mapbox adoption in key industries.

Lead Technical Program Manager - Business Continuity & Disaster Recovery

Company: HubSpot

Location: USA

Posted Dec 03, 2025

The text describes a strategic systems-level thinker role in HubSpot's Security team, focusing on building Business Continuity and Disaster Recovery (BCDR) programs to enhance organizational resilience. The role involves partnering with various teams, conducting Business Impact Analyses, developing BCDR strategies, and leading disaster recovery tests. The company values transparency, learning, and authenticity, and offers competitive compensation and benefits.

DTC Ecom Direct Response Video Editor - High-growth DTC brand

Company: MNY Ventures

Location: Anywhere

Posted Dec 03, 2025

MNY Ventures seeks a skilled direct response video editor to scale their successful DTC campaigns. The role offers high autonomy, performance-based rewards, and opportunities to lead, with a focus on creating high-converting videos for a fast-growing supplement brand.

Senior Customer Success Manager - Identity Security

Company: Saviynt

Location: Germany

Posted Dec 03, 2025

Saviynt is a leading identity security platform that helps organizations safeguard digital assets, drive operational efficiency, and reduce compliance costs. They are seeking a Sr Customer Success Manager to cultivate customer loyalty, drive product adoption, and ensure customer success. The role involves serving as the primary point of contact, developing relationships with executives, advising on solutions, and managing customer accounts.

Machine Learning Engineer - AI Decisioning

Company: Hightouch

Location: North America

Posted Dec 03, 2025

Hightouch is looking to hire a machine learning engineer to expand their data activation products with an intelligence layer. The role involves working on various problems such as personalization, automated experimentation, predictive audiences, content generation, and budget optimization. The company values impact and potential for growth over years of experience.

Senior OT Operations Manager

Company: GuidePoint Security

Location: USA

Posted Dec 03, 2025

GuidePoint Security is seeking a Senior OT Operations Manager to optimize delivery processes, enhance project management capabilities, and drive operational excellence across their growing OT services and incident response engagements. The role focuses on process optimization, project manager capability enhancement, OT incident response operational excellence, strategic operations and performance management, and cross-functional leadership and alignment.

Safety Lead Risk Management Consultant

Company: ClinChoice

Location: USA

Posted Dec 03, 2025

ClinChoice is seeking a Benefit Risk and Risk Management Lead Consultant for a 12-month contract with extension possibilities. The role involves leading global medical safety management, conducting risk assessments, and ensuring product safety. The ideal candidate should have a medical degree, 6+ years of pharmacovigilance experience, and strong leadership skills.

Medical Information Specialist - (French & English Speaking)

Company: EVERSANA

Location: UK

Posted Dec 03, 2025

EVERSANA is a global company with over 7000 employees committed to creating and delivering next-generation commercialization services to the life sciences industry. They prioritize improving patient lives, embrace diversity, and have a strong focus on customer service and innovation. The company offers a medical communications position that involves translating documents, responding to drug information inquiries, identifying adverse events, and medical writing.

Senior Marketing Data Analyst

Company: GitLab

Location: North America,Latin America

Posted Dec 03, 2025

The Senior Marketing Analyst role at GitLab involves building Product Led Growth analytics, establishing reporting frameworks, and collaborating with various teams to inform go-to-market strategy. The role requires strong analytical skills, proficiency in SQL, Tableau, Snowflake, and experience with Google Analytics, Google Tag Manager, Salesforce, and Marketo.

Community Experiences Manager

Company: Figma

Location: USA

Posted Dec 03, 2025

Figma is seeking a community builder and connector to create programs that inspire engagement, foster advocacy, and influence adoption. The role involves designing hackathons, scaling advocacy programs, developing recognition and awards, and partnering cross-functionally. The ideal candidate has 5+ years of experience in community engagement, proven experience running community programs at scale, strong operations and program management background, excellent cross-functional collaboration skills, and a passion for community building.

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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