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.

Implementation Architect - LegalWorks

Company: Tonkean

Location: Remote

Posted Nov 28, 2025

Tonkean is a customizable process experience platform that enables organizations to create intelligent automations, integrate with various apps and systems, and democratize access to innovative technologies. The LegalWorks solution automates key areas of legal processes, providing AI-powered custom portals, intelligent request and contract routing, matter management, and policy approvals. The Implementation Architect role focuses on deep discovery, design, and mentoring to ensure high levels of process adoption and alignment with customer needs.

Senior Technical Engagement Manager

Company: Vercel

Location: USA

Posted Nov 28, 2025

The Technical Engagement Manager role at Vercel involves providing technical and operational leadership for post-sales delivery of professional services. The role requires collaborating with account teams, managing cross-functional delivery teams, and contributing to the growth of Vercel's professional services. The ideal candidate has 7+ years of experience in consulting, technical delivery, or customer-facing roles, with a focus on platform migrations, frontend web implementations, AI, or business process transformation.

Senior Solutions Consultant

Company: Canva

Location: Australia

Posted Nov 28, 2025

The job description is for a Solutions Consulting role at Canva, focusing on partnering with sales teams, leading enterprise discovery, crafting demos, enabling workflow transitions, creating training materials, and navigating APJ-specific challenges. The role requires experience in presales consulting, creative workflows, or enterprise onboarding, as well as skills in problem-solving, training delivery, communication, and managing multiple workstreams.

Senior Sales Operations Lead

Company: Vonage

Location: Remote

Posted Nov 28, 2025

Vonage seeks a Senior Customer Success Operations Consultant to drive operational excellence, enhance sales teams, and ensure customer success through data-driven strategies and cross-functional collaboration. The role emphasizes process optimization, analytical skills, and fostering a culture of continuous learning while offering career growth and competitive benefits.

Staff Software Developer - Insurance Foundations

Company: Jane App

Location: Remote

Posted Nov 28, 2025

Jane is a remote-first healthcare company offering growth, flexibility, and a collaborative environment. They seek Staff Developers to shape systems, drive innovation, and contribute to a mission of simplifying healthcare. Benefits include competitive pay, professional development, and an inclusive culture.

Senior Product Researcher / Senior UX Researcher

Company: ApprovalMax Limited

Location: Serbia

Posted Nov 28, 2025

ApprovalMax is a platform that automates financial controls and streamlines money out processes for businesses. The company recently secured a £10 million growth investment and is looking for a researcher to shape their customer research practice. The role offers high autonomy and influence on product strategy in a growing B2B SaaS company.

Security Engineer

Company: Magnet Forensics

Location: USA

Posted Nov 28, 2025

Magnet Forensics is a global leader in digital investigative software, serving thousands of customers worldwide. They are expanding their global presence and seeking talented individuals to join their team. The company values innovation, collaboration, and making a positive impact in the world.

Development Manager - AI Tooling & Developer Experience

Company: Jane App

Location: Remote

Posted Nov 28, 2025

Jane is a remote-first company that helps healthcare practitioners and patients by providing digital tools for managing practices. They are looking for a Development Manager to lead the adoption of AI tooling across their engineering organization. The role involves leading a team, driving adoption, and shaping the future of developer experience.

BBCRM Business Analyst

Company: Blackbaud

Location: India

Posted Nov 28, 2025

The job description outlines the role of a Staff Business Analyst for the Blackbaud CRM team at Blackbaud, serving large enterprise scale nonprofits and NGOs. The position involves gathering user requirements, documenting and analyzing them, writing functional specifications, facilitating business process discussions, translating requirements into process flow documentation and solution design, performing system configurations, defining test cases, conducting quality control tests, assisting senior Business Analysts, learning the Blackbaud CRM platform, and writing documentation for internal and client consumption.

Staff Infrastructure Software Engineer - Metadata

Company: Dropbox

Location: Remote

Posted Nov 28, 2025

This role involves designing and operating Dropbox's core metadata infrastructure, requiring expertise in distributed systems and experience with large-scale transactional databases. Responsibilities include leading technical strategy, ensuring reliability, and mentoring engineers. Compensation ranges from $200,600 to $271,400 CAD.

Security Engineer

Company: Magnet Forensics

Location: Canada

Posted Nov 28, 2025

Magnet Forensics is a global leader in digital investigative software. They are seeking a security professional to lead Red Team assessments, conduct forensic investigations, and proactively evaluate threats. The role involves shaping the future of enterprise defense, enhancing security tools, and driving innovation in security strategy.

Business Development Representative

Company: HubSpot

Location: Remote

Posted Nov 28, 2025

HubSpot is seeking driven and ambitious Business Development Representatives to fuel their ANZ market growth. The company offers a supportive environment with flexible working arrangements, career progression opportunities, and a focus on employee wellbeing. They provide world-class training, competitive commissions, and a collaborative team 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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