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 Fullstack Engineer - Analyze Product

Company: Webflow

Location: USA

Posted Nov 29, 2025

Webflow is building the world's leading AI-native Digital Experience Platform as a remote-first company. They empower teams to design, launch, and optimize for the web without barriers. The company values trust, transparency, creativity, and inclusivity. They are hiring a Senior Fullstack Engineer to join their Analyze Engineering team to build and scale powerful capabilities for Webflow customers.

Sr. Marketing Operations Manager - Systems

Company: Vercel

Location: USA

Posted Nov 29, 2025

The Senior Marketing Operations Manager Systems role at Vercel focuses on owning and optimizing the marketing tech stack, integrations, and data governance. The role requires 8+ years of experience in SaaS or high-growth startups, deep expertise with marketing automation platforms like Inflection.io and Salesforce, and a strong understanding of lead routing, lifecycle management, and data governance best practices. The position offers a competitive compensation package, inclusive healthcare, learning and growth opportunities, flexible time off, and a WFH budget.

Engineering Manager - Poe Platform

Company: Quora

Location: USA

Posted Nov 29, 2025

Quora is a remote-first company with a mission to grow collective intelligence through its Quora and Poe platforms. The Poe Platform Team focuses on enhancing developer productivity by building foundational systems, frameworks, tools, and abstractions. The role involves leading and mentoring a high-performing platform engineering team, driving initiatives to improve developer velocity, upholding engineering best practices, and leveraging AI tools to enhance productivity.

Data Analyst - Payments & Blockchain

Company: Kraken

Location: USA

Posted Nov 29, 2025

Kraken is a mission-focused crypto company with a world-class team dedicated to accelerating global adoption of crypto for financial freedom and inclusion. They offer industry-leading security, education, and client support through products like Kraken Pro, Desktop, Wallet, and Kraken Futures. The Payments & Blockchain team transforms blockchain data into insights to guide product, trading, and operational decisions.

GTM Engineer

Company: Vercel

Location: USA

Posted Nov 29, 2025

The role is for a software engineer to join the GTM Engineering team at Vercel. The engineer will build AI apps and workflows, collaborate with various departments, and ship high-impact solutions using the Vercel AI Cloud. The role includes in-office anchor days for those within a certain commuting distance, and offers competitive compensation, benefits, and a flexible work environment.

Senior Brand Designer

Company: Vercel

Location: USA

Posted Nov 29, 2025

This job description highlights a Senior Brand Designer role at Vercel with opportunities to shape a high-impact brand, work across multiple mediums, and collaborate with a worldclass team. The position offers competitive compensation, equity, inclusive healthcare, and flexible work arrangements. It emphasizes creativity, speed, and a fast-paced environment with clear career growth potential.

Mid-Market Account Executive

Company: Canva

Location: Australia

Posted Nov 29, 2025

Canva is seeking a sales professional to join their team and help scale the company. The role involves territory and account planning, pipeline generation, customer-centric storytelling, product expertise, fostering long-term relationships, and bringing clarity to complex problems. The ideal candidate has experience in medium-sized accounts, full sales cycles, navigating complexity, and presenting to stakeholders. Canva offers equity packages, inclusive parental leave, an annual Vibe & Thrive allowance, and flexible leave options.

Senior Talent Acquisition Partner - Business Recruiting

Company: Canva

Location: Australia

Posted Nov 29, 2025

The job description is for a Senior Talent Acquisition Partner role at Canva, a company with campuses in Sydney and Melbourne and coworking spaces in other cities. The role involves partnering with senior business leaders, designing sourcing strategies, owning the recruitment process, acting as a trusted advisor, contributing to global TA initiatives, and taking a data-driven approach to improve hiring processes. The ideal candidate should have significant experience in business recruiting, be skilled at building strong pipelines, thrive in high-growth environments, influence senior stakeholders, and care about creating inclusive teams and exceptional candidate experiences.

Internal Audit Lead

Company: Kraken

Location: USA

Posted Nov 29, 2025

Kraken emphasizes crypto innovation and global adoption, offering roles in a mission-driven team with a focus on security, education, and client support. The job description highlights leadership opportunities in audit and risk management within a dynamic, remote-friendly environment.

Telco Cloud Engineer (5G, OpenRan, OpenStack, Python)

Company: Canonical

Location: North America,Latin America

Posted Nov 29, 2025

The Telco Field Engineer role at Canonical involves leading customers in telco solutions using OpenStack, Kubernetes, and automation. The position offers remote work and opportunities in open-source tech innovation with a focus on 5G and cloud infrastructure.

Sr QA Analyst Manual AI

Company: Trafilea

Location: USA

Posted Nov 29, 2025

Trafilea is a consumer tech platform that uses AI to help scale transformative brand growth. They have over $1B in revenue, 12M+ customers, and 500+ talents across 19 countries. Trafilea owns and operates its own digitally native brands, investing in AI and automation. They offer remote work with competitive salary and benefits.

Senior Enterprise Account Executive - Acquisition

Company: Grafana Labs

Location: India

Posted Nov 29, 2025

Grafana Labs is seeking an experienced Enterprise Account Executive to prospect and grow business in India. The role involves deepening relationships with major customers, identifying new opportunities, and delivering solutions aligned to their needs. The ideal candidate will have 5+ years of infrastructure/cloud technology sales experience, a proven track record of top-tier performance, and excellent communication skills.

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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