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.

Global Head R&D

Company: Cerba Research

Location: Netherlands,UK

Posted Nov 23, 2025

The role involves leading global R&D strategy, managing teams, and ensuring regulatory compliance. It emphasizes innovation, leadership development, and client-focused solutions.

Cyber Security Analyst

Company: Immersive

Location: UK

Posted Nov 23, 2025

Immersive Labs is a leading cyber resilience solution provider that helps organizations improve their security posture through immersive threat simulations and readiness assessments. The company is hiring a Cyber Security Analyst to join their Risk & Security team in the UK, focusing on securing their internal estate and the Immersive One platform. The role involves operating security platforms, documenting SOPs, horizon scanning for threats, managing bug bounty programs, and conducting security audits. Immersive Labs offers a range of benefits and values, including flexibility, career development, and a sociable team culture.

Manager, Software Engineering - Expressive AI

Company: Figma

Location: Remote

Posted Nov 23, 2025

The Expressive AI team at Figma is responsible for applying generative AI models to design problems. The manager will lead a team of engineers to integrate AI techniques into creative workflows, partner with cross-functional teams, and hire/manage a team of engineers. The role requires experience in engineering management, AI advancements, and cross-functional collaboration.

Business Development Representative - Backstage

Company: Spotify

Location: USA

Posted Nov 23, 2025

Spotify's Backstage platform is a leading open-source solution for developer portals, offering opportunities to enhance microservices and infrastructure. The company seeks a Business Development Representative to expand its customer base, with a focus on B2B sales and technology-driven growth. Benefits include competitive compensation, equity, and a strong emphasis on inclusivity and innovation.

Project Manager - Marketing

Company: Saviynt

Location: USA

Posted Nov 23, 2025

Saviynt is an AI-powered identity platform that helps organizations manage and govern access to their applications, data, and business processes. The company is recognized as a leader in identity security and is helping customers safely accelerate their deployment and usage of AI. Saviynt is building an in-house creative engine and is hiring a Creative Project Manager to lead the planning and execution of marketing projects, ensuring timely delivery and high-quality output.

Website Marketing Manager

Company: Code.org

Location: Remote

Posted Nov 23, 2025

Code.org is seeking a Website Marketing Manager to support their digital engagement strategy. The role involves website management, SEO, analytics, conversion optimization, and cross-functional collaboration. The ideal candidate should have a bachelor's degree, 5+ years of experience, and strong skills in UX/UI, SEO, and web performance tools.

Field Marketing Manager

Company: Zendesk

Location: Netherlands

Posted Nov 23, 2025

The job description is for a Field Marketing Manager position in the BENELUX region. The role involves developing and executing a comprehensive marketing strategy, collaborating with sales teams, and driving demand generation initiatives. The ideal candidate should have experience in B2B and SaaS environments, be a native Dutch speaker, and have a creative vision for marketing campaigns.

Sr Customer Data Analyst

Company: n8n

Location: Europe

Posted Nov 23, 2025

n8n is an open-source workflow orchestration platform that empowers technical teams to automate faster and smarter. The company has grown significantly since its founding in 2019, with a diverse team of over 160 employees, a strong community of 650,000 active developers, and backing from top investors. n8n is focused on developing reliable usage tracking foundations, turning data into actionable insights, and enabling teams through dashboards and frameworks to drive product-led growth and optimize pricing and GTM strategies.

Vice President - Product Marketing

Company: G-P

Location: USA

Posted Nov 23, 2025

The text promotes GP's AI-powered HR compliance tool, highlighting its benefits for HR leaders and cost savings. It outlines a leadership role in product marketing with responsibilities for strategy, team development, and global market expansion, emphasizing the company's growth potential and technological innovation.

Senior Product Marketing Manager

Company: Immersive

Location: USA

Posted Nov 23, 2025

Immersive Labs is a leading cyber resilience solution provider that helps organizations futureproof against cyber threats. They offer an immersive platform to simulate real-world threats, test skills, and measure performance. The company is growing rapidly, with over 300 employees globally and significant funding. They are hiring a Senior Product Marketing Manager to help build a new market category and drive the evolution of their flagship platform.

Intern Social Media Manager

Company: WeLearn

Location: Latin America

Posted Nov 23, 2025

WeLearn is a fast-growing startup founded by former Google and Facebook strategists. They partner with content creators and influencers, supporting them in running their businesses. The company is looking for talented and driven individuals to join their vibrant team. They offer a freelance contract with the possibility of transitioning to a full-time long-term role after successful completion of the internship.

Marketing Manager - Incentives

Company: CALSTART

Location: USA

Posted Nov 23, 2025

CALSTART is a mission-driven organization focused on transportation decarbonization and clean air. The Marketing Manager Incentives role involves developing and implementing marketing strategies to promote zero-emission vehicle initiatives and incentive programs. The position requires strong marketing skills, project management experience, and a passion for sustainability.

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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