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.

Compliance Analyst - BSA/AML

Company: Found

Location: Remote

Posted Nov 27, 2025

Found is a company that provides banking services for self-employed individuals, offering tools to automate taxes and expense tracking. They are looking for kind, resourceful, and passionate people to join their team and build a safety net for self-employment. The Compliance Lead role involves assisting with tracking and responding to Requests for Information, preparing monthly reports, conducting BSA/AML transaction monitoring, and performing KYC customer due diligence reviews.

Senior Cyber Threat Intelligence Analyst

Company: ExtraHop

Location: USA

Posted Nov 27, 2025

This job posting seeks a Senior Cyber Threat Intelligence Analyst with expertise in cybersecurity and content creation. Responsibilities include threat research, intelligence analysis, and developing marketing materials. Required qualifications emphasize experience with threat frameworks and tools, while preferred skills include networking knowledge and scripting proficiency. The position offers a competitive salary range of $150,000–$180,000 plus bonus and benefits.

Member of Technical Staff, Backend Engineer - API

Company: Runway

Location: North America,Europe

Posted Nov 27, 2025

The role is for a Senior Software Engineer to join the Backend team at Runway, working on AI-powered video creation and collaboration tools. The company is open to hiring remote candidates across North America and Europe, with offices in major cities. The technical stack includes TypeScript, AWS, Python, PyTorch, Kubernetes, and more. The position offers the opportunity to work with a world-class engineering team, own the full API lifecycle, and improve performance and reliability.

Trading Operations Associate

Company: Kraken

Location: USA

Posted Nov 27, 2025

Kraken is a mission-focused crypto company that aims to accelerate global adoption of crypto for financial freedom and inclusion. They offer various products and services, and are committed to security, education, and client support. The Operations & Trade Support Associate role is critical for smooth daily functioning, trade execution, operational processes, settlements, reconciliations, and regulatory compliance.

Applied Research Lead - Generative Audio

Company: Runway

Location: North America,Europe

Posted Nov 27, 2025

Runway is seeking a Research Team Lead to lead their Applied ML Research team. The role involves managing projects, collaborating with engineering and product teams, and translating business objectives into technical strategies. The company values diversity, pay equity, and offers a competitive salary range.

People Analytics & Data Consultant

Company: Netwrix

Location: USA

Posted Nov 27, 2025

The job description highlights a strategic role in HR analytics and data storytelling, emphasizing global compensation strategies and a culture of innovation and excellence. It outlines key responsibilities like transforming HR data into actionable insights, leading compensation programs, and collaborating with executives. The company promotes values such as customer focus, transparency, and continuous learning, while offering competitive benefits and career growth opportunities.

Applied Research Lead - Model Scaling

Company: Runway

Location: North America,Europe

Posted Nov 27, 2025

Runway is seeking a Senior Applied Research Scientist to lead pretraining efforts for their next-generation multimodal models. The role requires 4+ years of ML experience, strong programming skills, and a passion for building human-in-the-loop systems for creativity. The company offers competitive salaries and strives to recruit diverse talent.

Applied Research Lead - Reinforcement Learning

Company: Runway

Location: North America,Europe

Posted Nov 27, 2025

Runway is seeking a Senior Applied Research Scientist to lead efforts in applying reinforcement learning techniques to improve the quality and controllability of their models. The role requires 4+ years of relevant experience, strong programming skills, and a passion for building human-in-the-loop systems for creativity. The company offers a competitive salary range of $280,000 to $380,000.

Senior Software Engineer - Rust - Onchain

Company: Kraken

Location: USA

Posted Nov 27, 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, prioritize security, education, and client support, and seek talented engineers to build high-quality enhancements and bring new on-chain utility to Kraken.

Senior AI Engineer - Poe

Company: Quora

Location: USA

Posted Nov 27, 2025

Quora is a remote-first company with a mission to grow the world's collective intelligence. They have two platforms: Quora, a global knowledge sharing platform, and Poe, a platform providing access to various AI language models. They are seeking a talented AI Engineer to join the Poe team and work on cutting-edge applied LLM projects.

Vice President of DoD

Company: Oddball

Location: USA

Posted Nov 27, 2025

Oddball seeks a Vice President of DoD with expertise in Air Force programs and modernization efforts, emphasizing mission credibility, product delivery, and collaboration. The role involves translating challenges into software solutions while aligning with federal acquisition processes. The company highlights competitive compensation, remote work flexibility, and commitment to diversity.

Senior Business Operations Manager - Global Enterprise

Company: Sprout Social

Location: USA

Posted Nov 27, 2025

Sprout Social is hiring a Senior Business Operations Manager for the Revenue Operations team. The role involves collaborating with senior leadership, leading sales operational strategies, developing dashboards, and partnering with cross-functional teams. The ideal candidate has 6-8+ years of experience in sales operations, strong leadership skills, and a track record of driving change and improvement.

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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