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.

Head of Corporate Strategy

Company: Upwork

Location: USA

Posted Nov 22, 2025

Upwork Inc connects businesses with global AI-enabled talent across various contingent work types. The company offers the Upwork Marketplace and Lifted, providing access to skilled professionals and enterprise solutions. Upwork facilitates over $30 billion in transactions and aims to create economic opportunities worldwide.

Manager - Internal Integration and Automation

Company: Sprout Social

Location: USA

Posted Nov 22, 2025

Sprout Social is seeking a Manager to lead foundational integrations and automations using AI. The role involves working closely with executive leaders to shape the long-term vision for intelligent automation. The ideal candidate should have a blend of business acumen, technical expertise, and soft skills. The company offers a unique structure for career growth, exposure to various projects, and opportunities to make a deeper impact on the organization.

Senior Software Engineer - Rust - Backend - Consumer

Company: Kraken

Location: Remote

Posted Nov 22, 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 premium products and services, prioritize security, education, and client support. The company is fully remote with a diverse workforce and is seeking a Senior Software Engineer to join their Consumer team to build applications for mass market adoption of crypto.

Senior Full Stack Engineer II

Company: Alma

Location: USA

Posted Nov 22, 2025

Alma is seeking a mission-driven Senior FullStack Engineer II to build tools for mental health providers, offering competitive benefits and a remote-first work environment with opportunities for growth and impact.

Senior Research Program Manager - Information Sharing

Company: Netflix

Location: Remote

Posted Nov 22, 2025

Netflix is a leading entertainment service with over 300 million paid memberships worldwide. The Consumer Insights team plays a crucial role in uncovering and sharing deep human insights to guide innovations across Netflix. The role involves working with researchers, data practitioners, and leaders to ensure insights have optimal business impact. Strong communication, storytelling, and collaboration skills are essential.

Client Happiness Servicing Associate

Company: Earnest

Location: USA

Posted Nov 22, 2025

This job description outlines a Client Happiness Servicing Associate role with responsibilities including customer support, product promotion, payment assistance, and team collaboration. It specifies qualifications like customer service experience, communication skills, and familiarity with financial processes, with a start date of January 12, 2026.

Senior Software Engineer - Rust - Backend - Pro

Company: Kraken

Location: Remote

Posted Nov 22, 2025

Kraken promotes its mission to advance crypto adoption through a global, mission-focused team dedicated to innovation in security, education, and client support. The company emphasizes collaboration, technical excellence, and diversity while offering opportunities for experienced engineers to contribute to industry-leading crypto products.

Creative Strategist - Acquisition

Company: Trafilea

Location: USA

Posted Nov 22, 2025

Trafilea is a consumer tech platform that builds and scales AI-powered, digitally native brands with a global presence. They offer a dynamic, remote work environment and seek a creative strategist to lead performance-driven storytelling and ad campaigns across multiple platforms.

Marketing Specialist

Company: Fortive

Location: Sweden

Posted Nov 22, 2025

The text outlines the responsibilities and requirements for a role involving global product launches, cross-functional collaboration, and strategic planning in the medical device industry. It emphasizes the need for strong communication, interpersonal skills, and the ability to travel internationally.

Senior Backend Engineer (Ruby), Monitor: Platform Insights

Company: GitLab

Location: APAC,Australia,New Zealand

Posted Nov 22, 2025

The Platform Insights Team aims to create a unified data event platform for querying, visualizing, and analyzing data to optimize workflows within GitLab. They are seeking a Senior Backend Engineer with experience in high-scale Ruby on Rails applications, distributed systems, and data-rich environments. The role involves leading development, collaborating with stakeholders, maintaining code quality, and mentoring team members.

Desktop Sync Software Engineer

Company: Dropbox

Location: USA

Posted Nov 22, 2025

This job description outlines a software engineering role at Dropbox focused on developing scalable sync features and improving the Sync Engine. The position requires experience with large-scale applications, proficiency in Rust/C++, and willingness to participate in oncall rotations. It emphasizes building reliable systems that millions of users rely on, with competitive compensation in specific US zones.

Member of Technical Staff - Product Engineer

Company: Runway

Location: North America,Europe

Posted Nov 22, 2025

Runway is hiring a Staff Product Engineer to build AI-powered video creation and collaboration tools. The role involves creating rich multimedia interfaces, working with a world-class engineering team, and improving performance and code quality. The company values diversity, pay equity, and offers a competitive salary range.

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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